Development Financing and Economic Governance: Analysis of...
Transcript of Development Financing and Economic Governance: Analysis of...
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Development Financing and Economic Governance:
Analysis of the Liquidity Crisis and Circularity Debts in Pakistan
Muhammad Irfan Khan
021-09-12088
A Thesis
Submitted in Partial Fulfillment of the Requirements
for the Degree of Doctorate of Philosophy in Business Administration
Iqra University
Main Campus, Karachi
Karachi, Pakistan
November, 2015
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CERTIFICATE
It is certified that a PhD dissertation titled as “Development Financing and Economic
Governance: Analysis of the Liquidity Crisis and Circularity Debt in Pakistan” has been
completed by Mr. Muhammad Irfan Khan, bearing a Registration No. 021-09-12088. It is being
approved for the final submission.
Supervisor,
Dr. Muhammad Ayub Khan Meher
Date:
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DEDICATION
This modest struggle is
Dedicated to my loving parents because of their sacrifices
I was able to nurture and prosper
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ACKNOWLEDGEMENT
First of all, I would like to thank Almighty Allah, who gave me the opportunity to study at Iqra
University Main Campus, Karachi. Then I wish to express my deepest gratitude to my sincer and
honorable supervisor Dr. Muhammad Ayub Khan Meher, who spared his precious time in
preparing this dissertation. I believe that without his consistence guidance and encouragement it
was not possible for me to produce it. The people whom I visited are greatly appreciated for their
support and answers.
So far on this special occasion, I would not forget my family members and friends for their
consistent support and encouragement given to me during the study.
I hope that this dissertation is complete and up to the required standard.
Muhammad Irfan Khan
July 2015
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ABSTRACT
‘Corporate Governance’ is a term which has been used in the literature of management, finance
and economics. It is unfortunate that misunderstanding and use of the terms in misleading
manners has created several gaps in academic conclusions and its practical implications. This
study is an attempt to fill these gaps.
This study is based on the models derived by the researchers to explain the patterns of corporate
governance, firms’ financial policies and liquidity position, so extensive use of references and
financial literature is obvious. A deductive approach has been adopted in the study to reconcile
and examine the different models of corporate governance and firms’ financial policies.
The study showed that corporate savings is a good predictor of the macro level investment in the
country. The magnitude of national investment will increase by improvement in corporate
savings. In fact the corporate savings indicate the expansion in business activities which may be
an indicator of the trust and confidence of private sector. On the other hand it explains the
financial health of corporate sector, which may provide the significant portion of tax revenue to
the government for developing projects in public sector. Government is responsible to create a
business environment where transparent management of public finance becomes possible at the
national level. In case the government regulation is not efficient, rules of conduct for the private
sector are desired. Particularly, improving the corporate social responsibility and relevance of
corporate governance is needed. The direction of causality has been tested before estimation of
this model. Not only may the return on investment but circularity of debt and liquidity position
also affect the corporate savings.
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The study has concluded that corporate governance is a significant variable in determining the
liquidity and circularity debts. In this way corporate governance becomes a crucial determinant
of the national investment. The bad corporate governance may deteriorate the investment
activities at national level, which may damage the economy for a longer term. This study also
indicates that capital structure and the patterns of ownership play important role in the
determination of corporate governance of an institution.
The conclusions of the study have been reconciled with previous findings and the extensive use
of references and discussion on theoretical advancement in the literature of corporate governance
was natural requirement for this purpose. The study has been arrived at the conclusion through a
deductive approach however; the results have been confirmed through empirical evidences. To
analyses the data and empirical evidences, econometric modeling has been followed.
The present research is a blend of economic governance and development financing. It develops
a theorem, identifying antecedent variables which can better expound the given phenomenon. It
has now come into the fact that investment position in a country can be improved if corporate
sector plays its rigorous role to convert its earnings into investment. This earning must be
converted into fixed investment in plant and machinery in order to grow in future. Investment in
current assets will allow CEOs to enjoy freedom of uing this money in their own favor. Agency
costs must be minimized which exists in the form of personal expenses of CEOs of corporations.
This is possible when compensation policy is designed in a manner that it is based on firms’
performance. This will lead a CEO to take decisions which are in the best interest of
shareholders.
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It was deduced from the theorem which states that the state of corporate governance must be
improved in order to minimize the circularity debt problem which is really a governance issue.
Resolution of this issue will lead the corporate sector to raise their liquidity and profitability as
well. Government must focus on the issue of circularity debt from the governance point of view
rather from the perspective of finance.
There were multiple objectives of the dissertation. First, it attempts to investigate the corporate
governance practices being followed in the public listed firms in Pakistan. This is translated as
whether the remunerations of CEOs of corporations are set in accordance with the good
corporate governance practices? Some big families in Pakistan have more than one business.
Transfer of one CEO to another company is a common practice which hinders the corporate
governance practices. Similarly, compensation of CEOs is also biased due to relationship based
corporate governance structure. Salaries and other requisites are not performance based, rather
determined either on political or relation grounds. Secondly, the study aims to examine the issue
of circularity debt exists in the energy sector of Pakistan in relation to corporate governance. In
other words, whether circularity debt issue arises because of bad corporate governance practices
in Pakistan? It is an attempt to explain not only the factors contributing good corporate
governance but also to seek an understanding of its relationship with circularity debt with respect
to liquidity crisis. CEOs of corporate sector are not aligned with the objective of shareholders
and they raise their salaries and other perquisites in the form of salary and other personal
expenses. This constitutes a bad governance state which further enhances the issue of circularity
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debt. Therefore, attention must be diverted towards improving the governance state of the
corporate sector in order to match the objectives of shareholders with the agents.
The dissertation has a fundamental premise that bad corporate governance is responsible for
circularity debt and liquidity crisis. Pakistan has been facing this phenomenon for almost one
decade. There were several solutions given but no one was long run. This study is an endeavor to
recommend a long lasting as well as beneficial solution for both the government as well as all
stakeholders.
It also intended to explore the causes based on which firms decide to retain their earnings and
increase the equity. It is assumed that retained earnings depend on liquidity and after tax earnings
of the company. Finally, the dissertation recommends a path way to a developing country to
progress by increasing the corporate savings as macro level investment in the country depends on
corporate savings. Although, dividend is good in the yes of an investor, emphasize must be made
towards increasing the corporate savings in order to enjoy better earnings in times to come.
Economic governance is the key to improve the economic situation of a country and must be
readdressed with respect to the corporate governance, especially in government owned firms.
There are three integrated theoretical models which have been tested in this study. Corporate
governance which is endogenous variable in first model becomes exogenous in the second
model. Similarly, liquidity which is endogenous variable in the second model becomes
exogenous in the third model. Because of the nature of the models, 3-stage least square
regression is appropriate to explain the phenomenon. The model is non-recursive as there are
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some reciprocal paths between models. In such cases, single equation estimation technique like
2SLS may not provide an efficient estimate as 3SLS. Consequently, 3SLS was employed for the
data analysis as it takes into account the information present within and across the hypothesized
equations.
TABLE OF CONTENTS
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DESCRIPTION PAGE
No.
CERTIFICATION ii
DEDICATION iii
ACKNOWLEDGMENT
iv
ABSTRACT
v
LIST OF TABLES
xiv
LIST OF FIGURES
xv
LIST OF ABBREVIATIONS
xvi
CHAPTER 1: INTRODUCTION
1.1 Overview 1
1.2 Research Problem 4
1.3 Objective of the Study 6
1.4 Corporate Governance 7
1.5 One-Tier Board Model 8
1.6 Two-Tier Board Model 9
1.7 Liquidity 10
1.8 Circularity Debt 11
1.9 Supply Chain of the Circularity Debt in the Energy Sector of
Pakistan
12
1.9.1 The Supplier of the Primary Energy 12
1.9.2 The Power Generation Companies 13
1.9.3 The Power Distribution Companies 13
1.10 Corporate Savings 16
1.11 Organization of the Dissertation 18
CHAPTER 2: LITERATURE REVIEW
2.1 Corporate Governance and Capital Structure 19
2.2 Tradeoff Model and Financing Hierarchy Model 23
2.3 Free Cash Flow Hypothesis 24
2.4 Corporate Governance and Bankruptcy 27
2.5 Corporate Governance, Agency Theory and Management
Compensation
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2.6 Corporate Control, Take Over and Corporate Governance 33
2.7 Corporate Governance in Emerging Market Economies 35
2.8 Corporate Governance in Developed Market Economies 36
2.9 Ownership Structure and Stewardship Theory 36
2.10 Ownership Structure and Public Announcement’s Disclosure 36
2.11 Corporate Governance and the Performance of Stock Markets 38
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2.12 Corporate Governance and Management Turnover 40
2.13 Corporate Governance and International Trade 42
2.14 Corporate Governance and Survival 43
2.15 Corporate Social Responsibility 45
CHAPTER 3: CORPORATE SAVING DECISIONS
3.1 Retained Earning, Its Economic Determinants and Consequences 49
3.2 Retained Earnings and Stock Prices 57
3.3 Retained Earnings and Asymmetric Information 59
3.4 Savings from other Perspective 60
3.5 Corporate Savings and Tax Policy 60
3.6 Retained Earnings or Dividends 63
3.7 Investment in Pakistan 64
CHAPTER 4: INSTITUTIONAL FRAMEWORK
4.1 Defining the Propositions 68
4.2 State of Economic Governance in Pakistan 68
4.3 Propositions 69
4.3.1 Proposition 1 71
4.3.1.1 Corollary 1 71
4.3.1.2 Corollary 2 71
4.3.1.3 Corollary 3 72
4.3.1.4 Corollary 4 73
4.3.2 Proposition 2 73
4.3.2.1 Corollary 1 74
4.3.2.2 Corollary 2 74
4.3.3 Proposition 3 74
4.3.3.1 Corollary 1 75
4.3.3.2 Corollary 2 75
4.3.4 Proposition 4 75
4.3.4.1 Corollary 1 76
4.3.4.2 Corollary 2 76
4.4 Basic Assumptions of the Model 76
CHAPTER 5: RESEARCH DESIGN AND METHODS
5.1 Data and Variables 78
5.2 Theoretical Model of the Dissertation 79
5.3 Variable Explanations 80
5.3.1 Dependent Variables 80
5.3.1.1 Corporate Governance 80
5.3.1.2 Circularity Debt 85
5.3.1.3 Retained Earnings 85
5.3.1.4 Gross Fixed Capital Formation 86
5.3.2 Firm Specific Explanatory Variables 88
5.3.2.1 Capital 88
5.3.3 Exogenous Variables 89
5.3.3.1 Type of Organization 89
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5.3.3.2 Ownership Concentration 90
5.3.3.3 Distribution of Assets 91
5.3.3.4 Long Term Debt 92
5.3.3.5 Cash Generated during the Year 93
5.3.3.6 Corporate Assets 94
5.3.3.7 Sales 95
5.3.3.8 Return on Equity 96
5.4 Sample Size and Variables 97
5.5 Estimation Techniques 99
CHAPTER 6: CORPORATE GOVERNANCE PHENOMENON
IN PAKISTAN
6.1 Proposition 1 100
6.2 Descriptive nature of the data 100
6.3 Correlation Analysis 105
6.4 Multiple Regression Model 106
6.5 Determination of Corporate Governance 107
6.6 Significant Contribution of each Variables 109
CHAPTER 7: LIQUIDITY CRUNCH AND CIRCULARITY
DEBT
7.1 Proposition 2 111
7.2 Descriptive nature of the data 111
7.3 Correlation Analysis 114
7.4 Multiple Logistic Regression Model 114
7.5 Goodness of Fit of the Model 115
7.6 Reasons of Circularity Debt 116
CHAPTER 8: FINANCING DECISIONS OF CORPORATION
8.1 Proposition 3 120
8.2 Descriptive nature of the data 122
8.3 Regression Model 123
CHAPTER 9: CORPORATE SAVINGS AND TOTAL
INVESTMENT IN A COUNTRY
9.1 Proposition 4 125
9.2 Rational behind the Notion 126
9.3 Supply Side Effects 127
9.4 Demand Side Effects 127
9.5 Government Taxes 128
9.6 Banking Channel 128
9.7 Financing the Investment Decisions 129
9.8 Descriptive nature of the data 130
9.9 Exploring the role of Corporate Savings 131
CHAPTER 10: SUMMARYAND FINDINGS
10.1 Overview of the Study 133
10.2 Findings of Proposition 1 134
10.2.1 State of Corporate Governance in the Govt-Owned 134
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Firms
10.2.2 Role of Ownership Concentration 134
10.2.3 Effects of Capital 134
10.2.4 Distribution of Assets and Corporate Governance 135
10.3 Findings of Proposition 2 135
10.3.1 Mitigating of Circularity Debt through Corporate
Governance
135
10.3.2 Leverage Effects 136
10.3.3 Cash Generation and Liquidity Problem 136
10.3.4 Negative Effects of Corporate Assets 137
10.3.5 Sales as a Driver of Circularity Debt 137
10.4 Findings of Proposition 3 137
10.4.1 Predicted Liquidity 137
10.4.2 Profitability 138
10.5 Findings of Proposition 4 138
CHAPTER 11: CONCLUSION AND RECOMMENDATIONS
11.1 Conclusion 139
11.2 Recommendations 139
11.3 Future Research 141
References 142
Appendix A: List of Companies 158
Appendix B: Results 160
Appendix C: Results 166
Appendix D: Results 171
Appendix E: Results 174
LIST OF TABLES
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TABLES PAGE
No.
1.1 Attributes of One-Tier and Two Tier Corporate Boards 10
1.2 Receivables from DISCOs (Million Rs.) 14
1.3 Receivables of DISCOs from Provinces and AJK (Million Rs.) 15
1.4 Distribution of Circularity Debt Receivables (Billion Rs.) 16
3.1 Investment as a percentage of GDP 65
4.1 list of Abbreviations of Variables 77
5.1 Ownership Concentration of 50 Random Companies for Pakistan for
2003-2007
84
5.2 Financing of Top 50 Listed Manufacturing Companies 86
5.3 Cash Flow from Operations of some Big Companies in the Fuel &
Energy Sector of Pakistan
95
5.4 Variables 98
6.1 Descriptive Analysis 101
6.2 Comparison of Governance Practices across the Energy Sector 103
6.3 Correlation Analysis 106
6.4 Predicting the Corporate Governance 108
6.5 Significant Contribution of each Variable 109
7.1 Descriptive Analysis 112
7.2 Comparison of Liquidity across the Energy Sector 113
7.3 Correlation Analysis 114
7.4 Goodness of Fit Measures 115
7.5 Predicting the Liquidity Problem 116
7.6 Classification of Cases 118
8.1 Descriptive Analysis 122
8.2 Correlation Analysis 123
8.3 Predicting the Corporate Savings 124
9.1 Descriptive Analysis 131
9.2 Predicting the GFCF 131
9.3 Predicting the GFCF 132
LIST OF FIGURES
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FIGURES PAGE
No.
3.1 Investment as Percentage of GDP 66
5.1 An Econometric Model of Corporate Governance and Circularity Debt 81
5.2 Logical Tree of Capital 82
5.3 Corporate Saving Rates 87
5.4 Gross Fixed Capital Formation History in Pakistan 88
6.1 Total Size of the Energy Sector of Pakistan 104
6.2 Corporate Assets of the Energy Sector of Pakistan 105
7.1 Accuracy of Cases 119
8.1 Change in Corporate Saving and Investment Rates – Average Annual Real GDP
Growth Rate 1998- 2007
120
9.1 Economic Upturn 127
9.2 Corporation as a Nexus of Contracts 128
LIST OF ABBREVIATIONS
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2SLS 2-Stage Least Square
3SLS 3-Stage Least Square
AASB Australian Accounting Standards Board
AJK Azad Jammu and Kashmir
AMEX American Stock Exchange
APT Arbitrage Pricing Theory
BoDs Board of Directors
CAPM Capital Asset Pricing Model
CEO Chief Executive Officer
CFOs Chief Financial Officers
CPPA Central Power Purchasing Agency
CSR Corporate Social Responsibility
DISCOs Power Distribution Companies
EPS Earning Per Share
FATA Federally Administered Tribal Area
FCF Free Cash Flow
FDI Foreign Direct Investment
FESCO Faisalabad Electric Supply Company
HESCO Hyderabad Electric Supply Company
IESCO Islamabad Electric Supply Company
IMF International Monetary Fund
GCOs Government Companies
GEPCO Gujranwala Electric Power Company
GDP Gross Domestic Product
GEI Global Environmental Index
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GENCOs Power Generation Companies
GFCF Gross Fixed Capital Formation
IFC International Finance Corporation
IPPs Independent Power Producers
IR International Relation
ISE Islamabad Stock Exchange
KPK Khyber Parktunkhwa
KSE Karachi Stock Exchange
LESCO Lahore Electric Supply Company
LSE Lahore Stock Exchange
M/B Ratio Market to Book Ratio
MBVE Market to Book Value of Equity
MEPCO Multan Electric Power Company
MLPUCOs Medium and Large Public Limited Companies
MLPRCOs Medium and Large Private Limited Companies
MM Modigliani and Miller
NASDAQ National Association of Securities Dealers Automated Quotations
NEI New Institutional Economies
NEPRA National Electric Power Regulation Authority
NPV Net Present Value
NTDC National Transmission and Dispatch Companies
NYSE New York Stock Exchange
OECD Organization for Economic Co-operation and Development
O&GDCOs Oil & Gas Distribution Companies
O&GCOs Oil & Gas Companies
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OLS Ordinary Least Square
OMC Oil Marketing Companies
OREF Oil Refineries
P/E Price to Earnings Ratio
PEPCO Pakistan Electric Power Company
PESCO Peshawar Electric Supply Company
P&EGCOs Power & Electric Generation Companies
QESCO Quetta Electric Supply Company
ROE Return on Equity
SBP State Bank of Pakistan
SEC Security and Exchange Commision
SMEs Small and Medium Enterprises
SPECOs Small Private Limited Companies
SPUCOs Small Public Limited Companies
SRI Socially Responsible Investor
USAID United State Agency for International Development
WAPDA Water and Power Development Authority
WLS Weighted Least Square
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CHAPTER 1
INTRODUCTION
1.1 Overview
Economic governance is a theoretical concept that covers issues in many pastures. It
includes economic development and growth, organizational behavior, political economy and the
like. Williamson (2005) explains the economic governance as the “study of good order and
workable arrangements”. It studies processes which support economic transactions and different
activities while safeguarding the property rights and providing physical and organizational
infrastructure. These processes are followed within formal and informal institutions. The formal
and informal institutions in a country progress to undertake different economic activities. It is
fortunate to state that organizations in Pakistan are formally formed. A legal formal system is in
place to regulate all organizations in order to undertake economic activities. Problem arises when
informal activities are found within the formal system of organizations. These informalities may
be found in any formal system i.e. political system, financial system, economic system and the
like. At times, organizations may be involved in these informal economic activities. They may
take undue benefits of concentrated ownership, poor protection of shareholders in minority and
accepting projects which may destroy the wealth of shareholders. These activities are termed as a
problem of corporate governance. Economic governance studies the institutions and
organizations while corporate governance deals with internal management of a corporation
(Dixit, 2008).
Vitols (1995) compared the New Institutional Economies (NEIs) perspective and economic
governance perspective. The study found that later perspective focuses on macro level. This
thesis takes up economic governance perspective to support the argument that it can lead to
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higher amount of total investment in a country. For this purpose, corporate governance is taken
as one offshoot of the economic governance.
In the neoclassical approach, high rate of investment is directly linked with high rate of savings.
In the non-neoclassical approach, savings are not automatically translated into investment but
have a causal relationship (World Bank, 1991). According to this approach, profits are the
outcome of investments. This thesis takes the non- neoclassical approach where savings and
investment are not directly linked but there are some reasons behind them.
It is astonishing that there is no globally accepted one definition of corporate governance.
It unlocks the door to academic researchers and practitioners to explore the area in depth. Much
of the literature divulges the variety of explanations. Some researchers went on the agency
problem due to the separation of ownership from agent i.e. management (Roe, 1994). Others
discussed the phenomenon with reference to the methods that people employ to guard their
happiness in social exchange (Li & Filer, 2007). Shleifer & Vishny (1997) demonstrated a
comprehensive definition of corporate governance by combining the above two. They explained
it as the usefulness of mechanisms that lessen agency conflicts while putting particular
emphasize on the legal mechanisms that thwart the expropriation of minority shareholders.
Corporate governance in Pakistan is in its developing stage and therefore its definition varies
from institutions to institutions. It is the manner by which companies should be conducted
(Manual of CG, SECP, P5). The OECD provides its principles, addressing the corporate
governance. In short all definitions have a basic idea of a system through which corporations are
directed as well as controlled. Furthermore, corporate governance has many roots to relate,
starting from firms’ performance to economic growth.
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The aim of this thesis has many folds. First, it attempts to investigate the corporate governance
practices being followed in the public listed firms in Pakistan. Some big families in Pakistan
have more than one business. Transfer of one CEO to another company is a common practice
which hinders the corporate governance practices. Similarly, compensation of CEOs is also
biased due to relationship based corporate governance structure. Salaries and other requisites are
not performance based, rather determined either on political or relation based. Secondly, the
study aims to examine the issue of circularity debt exists in the energy sector of Pakistan in
relation to corporate governance. It is an attempt to explain not only the factors contributing
good corporate governance but also to seek an understanding of its relationship with circularity
debt with respect to liquidity crisis. The thesis has a fundamental premise that bad corporate
governance is responsible for circularity debt and liquidity crisis. Pakistan has been facing this
phenomenon for almost one decade. There were several solutions given but no one was long run.
This study is an endeavor to recommend a long lasting as well as beneficial solution for both the
government as well as all stakeholders. It also intends to explore the causes based on which firms
decide to retain their earnings and increase the equity. Finally, the thesis recommends a path way
to a developing country to progress by increasing the corporate savings.
These objectives are interlinked with each other with separate propositions. Dependent variable
in the first proposition becomes explanatory variable in the second proposition. Similarly,
dependent variable in the second proposition takes the position of independent variable in the
third proposition and so on till the forth proposition. Based on a combination of endogenous as
well as exogenous variables, the thesis finally argues that corporate savings are a good indicator
to total investment of a country.
1.2 Research Problem
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There are varying corporate governance systems and models. Relationship-based model
and market model, which differs in relative efficiency, is an essential issue for many corporate
governance researchers (John & Senbet, 1998). This issue becomes more enticement when these
suitable corporate governance systems are selected by emerging markets to seek the
implementation. Generally, market structures of emerging market differ from those of developed
market and conventional governance systems show litter effectiveness. Majumdar and Pradeep
(1999) focused the corporate governance in the India and suggested that state ownership in
financial institutions must be readdressed. Pakistan is a country where ownership is concentrated
which distort the good corporate governance practices. Whenever debt is needed, banking
channel is preferred as loan on a premium interest rate. This leads to a conclusion that
relationship based model of corporate governance is preferred in Pakistan. Managers used to
enjoy the relation with bankers and take loans to increase the market value of the firm which
may result the bankruptcy in future. The only objective of managers is to receive high perquisites
without considering the future outlook of the firm. As compared to external governance
mechanisms, internal governance mechanisms of control are dominated in firms. Capital market
is in its development stage, weak-form of efficient stock market and lack of an active market of
corporate control due to concentrated ownership. Pakistan is a country where relatively
unsophisticated legal and regulatory framework exists. Furthermore, market incentives are poor
due to the existence of market anomalies and misconduct. Due to absence of market based
control measures, ownership-based control have been set up as a core governance mechanism.
The corporate sector of Pakistan is dominated and controlled by founder families or group of
families. For instance, one family owns several firms not only in the same industry but also
diversified in other industry as well. Meaning thereby, they control not only one industry but also
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other as well. Ownership is surrounded among them and their decisions are dictated. Oman, C,
Fries & Buiter (2003) revealed that the main impending conflict of interest in the market of
developing, transition and emerging countries are likely to mount not between manager and
owners of a corporation as seen in the US and the UK but among controlling shareholders and
other scattered shareholders.
Energy sector of Pakistan comprises government as well as Independent Power Producers (IPPs).
The corporate structure of both types of firms is different. As compared to IPPs, bad corporate
governance is practically seen in government organizations where liquidity crisis exists every
time. Management enjoys private benefit at the expense of outside shareholders. This problem is
highlighted in this study whether the salaries and perquisites of management increase with
proportionately to long term debt plus equity hence, referred to as capital. This is hypothesized
that this ratio will be higher in case of government organizations.
Furthermore, the issue of circularity debt is examined in this study. Pakistan has been facing this
issue for many years. Circularity debt shows illiquidity of firms which results when one party
holds the payment of other party in the supply chain. This not only hurts the operation of the
company but country also faces losses in terms of GDP. It is hypothesized that circularity debt
issue arose because of bad corporate governance practices being implemented in Pakistan along
with some other explanatory variables.
1.3 Objectives of the study
As discussed above, the research strives to analyze the nature of economic governance
and its practices being employed by the listed companies of Pakistan. The objectives of the study
are many fold and specified below.
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1. Whether the remunerations of CEOs of corporations are set in accordance with the
good corporate governance practices?
The objective is to examine the corporate governance practices of CEOs through the ratio of
salaries and perquisites to capital. It is hypothesized that this ratio will be higher in case of
government-owned organization. The proposition includes a dummy variable to segregate the
results of these two firms. It takes the value of 1 for government-owned firms and 0 otherwise.
Ownership concentration along with some control variables are also incorporated to reveal the
corporate governance practices. Because of concentrated ownership, managers have discrete
power to use money of shareholders for their personal interests. Managers also employ the
technique of accumulating current liabilities by holding payment of other suppliers to run the
operations. In this scenario, current portion of liabilities increases. As a result of this, market
value increases and managers get benefit out of it.
2. Whether circularity debt issue arises because of bad corporate governance practices in
Pakistan? What are different solutions of the issue?
Pakistan has been facing this issue for many years. This becomes dilemma that this issue is still
not resolved. People of Pakistan are also confronting severe problems of load shading because of
shortage of energy. This is hypothesized that bad corporate governance is responsible for the
issue of circularity debt. This issue is being addressed in this objective which is analyzed while
having corporate governance as exogenous variable along with some control variables. As seen
in the first objective, current liabilities are enhanced by not paying to suppliers which is exactly
the case of circularity debt. The achievement of first objective is directly linked with this second
objective.
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3. Whether retained earnings depend on liquidity and after tax earnings of the company?
The decision of retained earnings epitomizes the financing policy of the company. Firms having
good future investment opportunities retained a large portion of earnings after tax. According to
pecking order theory, firms always put retained earnings as first priority whenever fund is
needed. This phenomenon is examined with liquidity and earnings of the company as
explanatory variables.
4. Whether investment in a country depends on corporate savings?
Finally, it is revealed that investment in the country depends on corporate savings. As all the
objectives are interlinked with each other, investment in the country will become a function of all
variables used in three propositions.
1.4 Corporate Governance
Economic growth is very much connected to good corporate governance. Easy access to
outside capital and performance of the company lead to economic development. The most used
explanation is that it studies the relationship among the management, board of directors,
shareholders, and all other stakeholders. Several firm as well as economy specific determinants
elucidate the corporate governance. Empirical evidence suggests that corporate cash holdings
explain the corporate governance practices. Other researchers describe the corporate governance
through the shareholder’s right in the country. World Economic Forum measures it through some
firm as well as economy specific factors.
The diversity of board roles in the context of corporate governance, differences in the
organizational structure and composition of boards endow with ample prototypes of corporate
models in the Western countries. There are, broadly, two foremost approaches to the
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organization of corporate boards. Countries like US, the UK and Canada adopted Anglo-Saxon
one-tier board model. Two-tier board model exists in Continental European countries like
Germany, Finland and the Netherland.
1.5 One-Tier Board Model
This model allows executive as well as non-executive directors to work together in one
layer of the hierarchy of the organization. In some cases, executive directors dominate the board
while boards may also be dominated by non-executive directors as well. The model may have
board leadership structure that segregates the CEO and chair positions of the board. On the other
hand, the leadership structure, under this one tier model, may operate that combines the role of
CEO and chairman, called CEO duality. Sheridan & Kendall (1992) suggested a problem exist in
one tier model due to the dispersion of tasks and responsibilities of directors. Role and position
of executive and non-executive CEOs in the US and the UK have no distinction as they face
same legal responsibilities and tackle same legal liabilities. Further, majority of executive
directors in the board leads to the potential conflict of interest between management and
shareholders. Kesner & Johnson (1990) propose the composition of corporate board with non-
executive directors because of the following reasons:
their knowledge and experience
their contacts which may increase the ability of management to secure external resources
their independence from the CEO
This suggests a negative association between the formal independence of corporate board and
one-tier board, dominated by executive directors.
1.6 Two-Tier Board Model
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In organizations’ hierarchy, one additional layer has been designed to disengage the
executive function of the board from its monitoring function. Non-executive supervisory board
enjoys the upper layer of the hierarchy who may represent labor, government and institutional
investors. The lower layer, management board is generally composed of executive managing
directors. There is no possibility that directors can have CEO and chairman position under two
tier board models because CEO does not have any seat in the supervisory board. As practiced in
the Netherland and Germany, supervisory board of the corporation does not contain any
executive managing directors because they are not entitled for the same. This means that the
CEO duality is not possible. The formal independence of board in the two-tier board is not
disputed in the international corporate governance debate. Further differences in the one tier and
two tier boards are depicted in table 1.1 below. These differences are based on some attributes
like composition, committee, organization and CEO duality which are also shown in the same
table
Table 1.1
Attributes of One-Tier and Two-Tier Corporate Boards
Attributes One-Tier board Two-tier board
Composition Executive and non-executive
directors in one board
Executive and non-executive
directors in separate board
Committee Mandatory Recommended
Organization Unitary Binary
CEO duality Possible Impossible
28
Previous researches reveal that corporate governance practices, in Pakistan, is not followed. The
ownership is very much concentrated in a small number of hands of large and affluent families
who manage ownership shares through pyramids and tunneling. Business groups usually have
minor transparency and pathetic corporate governance system. Pyramid ownership structures
make it feasible to organize some firms even with a very small contribution of their total capital.
The basic rights of shareholders are protected in Pakistan at least laws in book (Javid & Robina,
2010).
1.7 Liquidity
Investments in liquidity are important for corporation. There are multiple determinants of
liquidity. Transaction costs appeared to be the major determinants of corporate cash holdings in
the literature. Corporations are motivated by various reasons to hold certain amount of liquid
balances. These reasons, in the spirit Keynesian postulations of the money demand, include
precautionary, speculative and transactional purposes. Thus, how much liquid balance is held by
a corporation is influenced by factors such as transaction costs, opportunity costs and
informational asymmetries (Bruinshoofd & Kool, 2004). Informational asymmetries between
firms and capital markets are an important precautionary motive for corporate liquidity demands.
Bruinshoofd & Kool (2004) discussed that liquid balances on balance sheets mean different
things to different groups. Opler et al. (1999) introduced a useful structure for opinion about the
possible factors because of which firms hold cash.
The level of liquid assets kept by a firm depends on the projected future investment needs. It
becomes difficult to forecast these future requirements as they are stochastic in nature. As
management discovers about the firm's need for funds, adjustments in the level of liquid assets of
a firm are made. There is a possibility that liquid assets bring more rigorous agency problems
29
than non-liquid assets. Liquidity of an asset is strongly allied to the reversibility of the outlay in
it. Thus, management of a liquid asset can more easily and less visibly use that asset to advance
its interest at the expense of the asset's owners. Therefore, careful contracting and monitoring are
required. These are expensive arrangements. There may a conflict between managers and
shareholders on the preference of cash or debt. The results may be likely to be influenced by
corporate governance. This thesis also examines whether corporate governance affects the
liquidity position of the firm? The present study takes circularity debt as the proxy of liquidity.
This is a warm issue in Pakistan and has been existed for many years.
1.8 Circularity Debt
The study intends to elucidate that good corporate governance can diminish the issue of
circularity debt exist in Pakistan. Circularity debt arises when one entity faces problems in its
cash inflows and consequently fails to discharge its obligations. Similarly, second entity does not
receive its payments; it further withholds the disbursement to other entity. As a result, this
perturbs all segments of the payment chain. This warm and unresolved issue persists in the
power sector of Pakistan. The amount of reported circularity debt is the sum of the receivables of
each organization which comes up to the amount simply because of double counting. Payable of
one organization becomes receivable for another organization. When subtract one from the other,
these should be canceled out or the difference should be smaller in number. In case of power
sector in Pakistan, this amount was estimated to be Rs.537 billion as on June 30, 2011 and
Rs.872 billion as on June 30, 2012, account for roughly 4% of the nation GDP (Planning
Commission of Pakistan, 2013). This project was completed by the Planning Commission of
Pakistan which was funded by USAID, ranking the poor governance at the top of list as one of
the major reason of increase in circularity debt. This deficiency can be observed at government,
30
corporate and sector level. Political meddling, short term defective policies and unsettled intra
and inter government issues are at the top of the government level. At the corporate level,
ineffective monitoring of performance of DISCOs by the BoDs are the major problems. At the
sector level, NEPRA fails to perform effectively as per the NEPRA Act 1997. To comprehend
these issues, it is imperative to look at the key organizations which involve in the supply chain.
1.9 Supply Chain of the Circularity Debt in the Energy Sector of Pakistan
1.9.1 The suppliers of primary energy
This segment of the chain provides energy to power generation companies. The chain
begins from the exploration of oil and gas. These include companies like OGDCL and PPL.
These companies transfer oil/gas to oil refineries companies which are ARL and PARCO.
Accordingly, oil refineries supply to distribution companies. They supply gas distribution
companies like SNGPL and SSGC and oil distributing companies like PSO and Shell.
1.9.2 The Power Generation Companies
The second step in the chain starts when exploration companies supply energy to this
segment. The companies which are involved in power generations are KESC, IPPs, CPPA,
WAPDA and PEPCO. The core entity in the energy sector is PEPCO which is an umbrella
institution engaged in managing power generation companies (GENCOs), the National
Transmission and Dispatch Companies (NTDC) and power distribution companies (DISCOs).
1.9.3 The Power Distribution Companies
This segment obtains energy from the generation companies and distribute to individuals,
industrial consumers, Government, FATA, etc. These comprise companies like LESCO,
31
HESCO, IESCO, MEPCO, FESCO, PESCO, QESCO and GEPCO and are collectively called
DISCOs.
PEPCO is responsible to collect tariffs from its customers and Government as well and disburse
to its suppliers like IPPs, OMC and gas companies. Cash inflows and outflows must be logically
comparable in order to function the business smoothly. Cash outflows of the PEPCO are sure
because these are obligation which has to be fulfilled. Cash inflows are uncertain because of
absence or delay in tariffs payments. Sometimes government delays in subsidies while on the
other hand, some powerful individual and government institutions withhold their payment.
Ultimately this accumulates the receivable amount in the PEPCO account which results delay in
payment to its suppliers which in turn seize payment to top of the segment. This imbalance of
cash flows is one of the reasons of circularity debt. Table 1.2 shows the receivables from all
DISCOs from 2008-09 to 2011-12 alongwith their share in the total receivables.
Table 1.2
Receivables from DISCOs (Million Rs.)
DISCOs 2008-09 2009-10 2010-11 2011-12 % Share
PESCO* 26,809 32,902 41,282 51,360 26%
HESCO* 18,856 25,454 33,344 44,237 22%
QESCO 4,297 5,238 24,780 48,193 24%
LESCO 10,957 15,968 17,081 23,080 12%
GEPCO 3,585 5,322 5,631 5,912 3%
FESCO 3,719 5,676 5,866 7,068 4%
IESCO 2,287 2,286 2,762 2,703 1%
MEPCO 7,252 10,505 11,900 14,638 7%
32
Total 77,762 103,351 142,646 197,191 100%
Source: Monthly Economic Review Saturday, 29th November 2014 *PESCO includes TESCO and HESCO includes SEPCO
This is evidenced in the table 1.2 that poor revenue collection by PEPCO is one of the causes of
circularity debt. This problem is not identical in the country as some of the DISCOs have good
track record. One of the reasons which contribute to the hike in receivables is the lack of
accountability of DISCOs. High political interference, low transparency and failure of
accountability do play a significant role, showing corporate governance issue which must be
addressed.
It is reality that there are a bulk amount of receivables in the books of PEPCO from DISCOs but
on the other hand, DISCOs also have a huge amount of receivable from different provinces of
Pakistan. Table 1.3 gives the fact of these receivables. In fact, receivables gradually increased
from 2005 to 2012. Balochistan is the top of the list which has to pay highest amount in the year
of 2012.
Table 1.3
Receivables of DISCOs from Provinces and AJK (Million Rs.)
Province 2005 2006 2007 2008 2009 2010 2011 2012
Punjab (481) (9) (381) 162 (7) 3,263 5,371 5,842
KPK 239 398 652 254 601 1,144 19,427 19,792
Balochistan 538 119 146 709 1,064 2,419 4,662 52,696
Sindh 341 2,382 3,224 7,603 14,241 25,790 39,230 6,200
33
AJ&K (50) 485 756 1,216 2,391 4,393 9,888 15,953
Total 587 3,375 4,397 9,944 18,290 37,009 78,578 100,483
Primary Source: PEPCO DISCOs Performance Statistics Report (FY 2005 – FY 2012)
Secondary Source: USAID Report; The Causes and Impact of Circular Debt exist in Power Sector in Pakistan 2013
The study implies that good corporate governance can improve the management of liquid assets
(working capital). Table 1.4 below shows some highlights of the receivables and payables of
public corporation in Pakistan for 2010 and 2011. It can easily be comprehended that receivables
are greater than payables which implies that circularity debt is the governance issue which can be
overcome through good governance.
Table 1.4
Distribution of Circularity Debt Receivables (Billion Rs.)
Company Receivables Payables Net Position Change
30-Apr-11 30-Apr-10
PSO 149 98 51 30 21
SSGCL 51 44 7 -1 8
SNGPL 11 25 -13 -9 -5
PEPCO 304 302 3 -40 42
OGDCL 116 0 116 80 36
PARCO 38 - 38 30 8
KESC 68 40 28 -24 51
34
GHPL 10 - 10 11 -1
PPL 22 - 22 26 -4
KW&SB 7 8 -1 0 -1
Grand Total 775 517 259 104 155
Source: Ministry of Finance
1.10 Corporate Savings
One of the components of national savings is the corporate savings which account for a
large portion of it. China’s corporate savings as of GDP in 2003 was 18% or US$700 billion
(China’s National Bureau of Statistics). China is not the only country with higher corporate
savings but other countries like India, Australia and the UK are also on the same line.
J.P.Morgan (2005) and IMF (2005) observed that companies in G-7 economies have presented
an increase in undistributed profit. A typical firm in the U.S. also exhibited a large portion of
cash holdings that it could pay off all debt with some amount of cash left over (Bates, Kathleen
& Rene, 2009). Literature of corporate finance does not believe high corporate savings as
inefficiency or corporate mis-governance. It could be a result of increasing working capital needs
faced by corporations. Fama & French, (2001) studied a pattern of not paying dividend in the
U.S. from 1978 to 1999.
The ultimate objective of a corporation is to maximize shareholder’s wealth. The share price
carries future information about companies’ affairs and business decisions. If share price rises in
spite of the low dividend announcement, it is evidenced that the firm has good investment
opportunities not only from company’s perspective but also in the eyes of investors. Ultimately,
35
shareholders will get benefit from this retained earning in the future. Modigliani & Miller (1958)
suggest that only the required return is relevant from investors’ point of view. If it is fulfilled,
dividend becomes irrelevant.
Corporations are always desirous to achieve an optimal capital structure as well as an optimal
dividend policy. Models like MM Propositions and CAPM provide the theoretical basis to
achieve both under some restricted assumptions. It is only possible in case when symmetric
information is prevailing in the market which does not lead an investor to get abnormal profit.
Asymmetric environment does not lead a firm to make decisions which are align with all the
shareholders. Clientele effect suggests that due to diversity of investors in the market, optimal
level, in any case, is a difficult task. In such circumstances, decisions to retain a large portion of
earnings in the firm, due to good future investment opportunities, will generate mis-governance
of the firm. Some investors infer it as good decisions and other interpret it bad governance.
Earlier is the group of investors who believe in the survival of firm. Later deem in the short term
profit as they are short- term-basis-investors. Those who think about the survival, estimate the
stock price based on future profit of the company which will come from current investment
opportunities.
Pakistan is also a country where dividend is rarely paid. A typical firm did not pay dividend for
eight years but its stock price did not fall. Textile sector infrequently pay dividend.
Pharmaceutical sector regularly pays dividend. There some example in which stock price did not
significantly decline instead of not paying the dividend. Rational investors always look for future
benefit as compare to short term profit.
1.11 Organization of the Dissertation
36
The thesis is structured into ten chapters. Chapter two presents the literature review
available on the topic. This chapter illustrates different linkages of corporate governance,
determinants of corporate governance and implication of corporate governance. Chapter three
explains available literature on corporate savings. Chapter four discusses primary propositions
developed. Chapter five discusses the research design, conceptual framework and methodology
employed to examine the dependent variable. Chapter six empirically examines the proposition 1
developed in the chapter 4. Chapter seven evaluates the proposition 2 developed in the chapter 4.
Chapter eight discusses the proposition 3 developed in the chapter 4. Chapter nine examines the
proposition 4. Chapter ten concludes the thesis with some suggestions for future research.
CHAPTER 2
LITERATURE REVIEW
2.1 Corporate Governance and Capital Structure
Zheka (2007) provide evidence that firms which observe good corporate governance
practices benefited from the improved liquidity. Because they were able to quickly incorporate
their financial structure. The relationship between the speed of adjustment of leverage and
corporate governance were found to be statistically and economically significant. Shareholder
right, supervisory board structure and supervisory board procedure were taken as proxy of
corporate governance. Wen, Kami and Jan (2002) also found similar results based on 60 Chinese
listed firms during 1996 to 1998. Results findings suggested that manager tend to have lesser
percentage of leverage when outside directors on the board is higher in terms of percentage or
tenure of the CEO is longer. This result becomes insignificant when relate with board size and
fixed compensation of CEOs.
37
Majumdar & Pradeep (1999) examines the relationship between the debt level in the capital
structure of corporations and their performance on the data set of Indian firms within the context
of corporate governance. They developed a hypothesis to test whether the Western corporate
governance ideas are valid in transition or developing economies. As the suppliers of funds in
India are mostly government owned institutions, the results show negative relationship,
suggesting that the state-ownership of financial institutions situations have to be reassessed in
light of the corporate government context.
Williamson (1988) compared positive agency theory and the governance branch of transaction
cost economies. The study argues that transaction cost economies considers firms as governance
structure while the agency theory assumes it as a nexus of contracts. He further suggests that the
debt and equity principally are governance structures rather than as financial instruments.
Poyry & Benjamin (2009) studied three facets of corporate governance i.e. high ownership
concentration, high frequency of political connected firm and weak legal investor protection in
relation to capital structure. They attempted to explore as to how are Russian publicly traded
firms financed and to what extent do firms enjoy better access to external debt capital in the
presence of three above mentioned governance characteristics. There were 95 firms from 2000 to
2004. All governance variables were found to be significantly affects the capital structure. Firms
where controlling shareholder is a state, use the option of high level debt financing than firms
where controlling shareholders are domestic and private. On the other hand, firms with owners
having political influence to large financial organizations enjoy better access to debt.
Graham, Sonali & Krishnamoorthy (2011) study the Great Depression era to take advantage of
before and after differences in the corporate sector. They attempted to analyze the role of the
board and appraise how board characteristics intermingle with capital structure and investment
38
decisions of complex and simple firms separately during the Depression era. The final sample
data consists of 521 industrial firms from 1926 to 1941. They find the implications of agency
theory. Board size and corporate investment were found to be positively related and debt usage
in sample firms during the Depression period. Furthermore, firms which have suitably aligned
the structure of the board were more seemed to change the president of the firm based on past
meager performance.
Ivashina, Vinay, Anthony, Nadia and Roger (2009) investigate the bank role with respect to
information transmission that may have an effect in the corporate control market. Particularly,
they examined the role of bank debt in relation with corporate governance. They find that the
possibility of takeover bid increases with the greater bank lending intensity to a firm.
Furthermore, the role of lending by banks become strengthens to predict the takeover efforts
where the target and acquirer firms both have a good relationship with the same bank. Taken as a
whole, the evidence suggested the banks play their role to facilitate takeovers through
information production via bank lending and the diffusion of generated information to
prospective acquirers.
D’Souza (2000) compiled the literature of corporate governance of firm in developing and
developed countries. The study found some stylized facts. Firms in developing countries are less
likely to depend on internal finance than firms in developed countries. Indian firms rely more on
external debts than US firms. It seems that Indian financial structure may be a bank-oriented like
the Japanese and German financial systems. The author concluded the ineffectiveness of the
legal system to protect and enforce the control rights of investors in the presence of financial
liberalization in which bankers make lending in priority sectors and high reserve requirements.
During 1970-85, non-financial firms in the UK exhibited 100% retained earnings, 85% in the US
39
and about 60% in Japan and France. During 1980-86, firms in Pakistan showed 58.3% as internal
finance and 53.5% in Zimbabwe.
Klock, Sattar & Willam (2005) examined as to how antitakeover provisions may affect the cost
of capital of firms. Secondly, antitakeover provisions may impact the wealth transfers between
bondholders and shareholders. Furthermore, antitakeover provisions might have an impact on
management actions and decision making, which in turn, affect the firm’s owners. The study
employed governance index, using 1,877 firm-year observations on 678 industrial firms. The
findings suggest that cost of debt financing is lower in case of antitakeover provisions in firms.
They also found that in case of strongest management rights, firms have lower cost of debt
financing while strongest shareholders right are associated with higher cost of debt financing,
after controlling for firm and security specific characteristics.
Rauh & Amir (2010) studied the importance to recognize debt heterogeneity in capital structure.
They categorized debt into straight bond debt, bank debt, convertible bond debt, commercial
paper, mortgage debt and all other debts. Further, they also demonstrate as to how debt structure
differs across the credit quality distribution. The results suggest that most of the firms use bank
and non-bank debt. Moreover, the study shows that firms which follow multi-tiered debt
structure, consisting of both secured as well as subordinated debt issue, usually have more
scattered in their priority structure while having lower credit quality
Kochhar & Michael (1998) examined the relationship between capital structure and corporate
diversification as corporate strategy. Using 3SLS regression, the findings revealed significant
opposite association as discussed in prior researches. Specifically, related diversification is
linked with equity financing and unrelated diversification is associated with debt financing.
40
Brounen Dirk, Abe and Kees (2004) compared the corporate financial practices in the European
countries like the UK, Netherlands, Germany and France by conducting a survey of CFOs of
corporations. There were few international differences in terms of capital structure policy.
Pecking order theory is the important factor while making decision about debt level. Evidence of
static trade-off theory was also revealed. As far as other corporate financial practices are
concerned, payback period criterion is mostly used in capital budgeting decisions in the small
and less oriented European firms. While calculating cost of capital, CFOs employ CAPM
approach.
2.2 Tradeoff Model and Financing Hierarchy Model
Dittmar, Jan and Henri (2003) investigated the importance of corporate governance
practices on an international data set and highlight the importance of country and firm specific
variables on corporate cash holdings. Mainly corporate governance is explained by the
shareholder’s right. Furthermore, there are other control variables to explain the corporate cash
holdings. The study attempted to describe this relationship with the help of tradeoff model and
financing hierarchy model.
The tradeoff theory suggests that firm tradeoff between the costs and benefits of holding cash to
determine optimal cash levels. In this connection, they consider transaction costs motive as well
as the effects of asymmetric information and the agency costs of outside financing on the
demand of holding cash. In contrast, the financing hierarchy theory implies that there is no
optimal level of cash based on the pecking order theory of capital structure. It says that firms do
not demand outside financing as debt decreases and cash increases as they become more
profitable. International data set of approximately 11591 companies, excluding service oriented
firms, from 45 countries is considered for this research. The results of OLS, WLS and multiple
41
regression analysis reveal that shareholder’s right are negatively and significantly explain the
corporate cash holdings, meaning that firms hold more cash when shareholder’s right are weak
or other way around. Other control variables also explain this relationship. The results support
the agency problem to determine the corporate cash holdings.
Yun (2009) explained the role of antitakeover protection on firms’ liquidity choice with the
perspective of corporate governance. There may be conflicting preferences between principals
(shareholders) and agent (management) on the choice of cash and lines of credit. This choice
may be influenced by the practices of corporate governance. The finding of the paper implies
that state level changes in the takeover protections are linked with changes in the use of line of
credit as compare to cash for firms incorporated in those states. Besides, the paper also examined
the effects of changes of take over protection made at state level on governance structure and
capital structure as well. Results do not show any significant changes in ownership by large
block holders or institutional investors and capital structure after the legal change in take over
protections. Findings also suggest that the composition of cash and use of line of credit change
significantly after changes in take over protection. Overall upshot of the paper advocates that
exogenous removal of takeover threats allows poorly governed firms to move from lines of credit
to cash.
2.3 Free Cash Flow Hypothesis
Harford (1999) attempted to explain the firm as well as market specific characteristics of
cash rich firms. The author investigated this relation under the free cash flow hypothesis. The
second objective of the study is to determine whether cash rich firms undertake projects which
lead them to decrease the value of firms. It is assumed that managers use their discretion to make
value-decreasing investment decisions if firms have excess cash. The paper attempts to validate
42
this argument under the free cash flow hypothesis. Investment decision is taken as acquisitions.
The paper ultimately sheds light on agency conflicts. Managers of cash rich firms enjoy freedom
from external financing. Investments like acquisitions may be accomplished through internal
financing which reduces the effectiveness of the control mechanism. In an imperfect capital
market, managers are required to accumulate cash reserves to meet the operating as well as
investment decisions of firms. Over and above the required cash is excess cash which leads to
agency conflicts.
There are two regressions in the study. First is to explain the characteristics of cash rich firms
through multiple regression analysis. Acquisition decisions are investigated through Probit
Regression. Descriptive statistics suggests that as average cash to sales ratio increases, M/B ratio
as well as volatility of cash flows also increase. The results of multiple regressions also confirm
the positive relationship of cash to sales ratio with M/B ratio and volatility of cash flows. The
regressions result of financial sector is different as compared to other sectors and hence is
excluded from the analysis. The findings of second regression model suggest that in terms of size
(total assets), M/B ratio and Leverage, cash rich firms are insignificantly different from the total
population of firms. Further, firms are significantly different in terms of cash to sales ratio and
cash to total asset ratio from rest of the population of firms.
The results of 487 bid announcements reveal that the likelihood of attempting an acquisition is
increasing in the cash richness of the bidder. This result is consistent with the free cash flow
hypothesis. Firms with large in size, higher abnormal returns and higher sales growth are more
likely to become bidders. Further, the dummy variable of years show quick decline in the merger
activity in the early 1990s. The negative coefficient of price to earnings ratio indicates that
managers undertake projects or that leads them to value decreasing of firms. The study also
43
employs the insider ownership as predictor of cash deviation. Cash deviation for low insider
ownership (less than 5%) firms is significant and positive.
In an imperfect capital market, managers are required to accumulate cash reserves for the
operation of the firm. It provides them investment opportunity when internally generated funds
are not sufficient. However, firms accumulate over and above the need of cash become cash rich
firms. Under the free cash flow hypothesis, agency conflicts arise between managers and
stockholders with cash stockpile. It leads manager to undertake value decreasing projects
because of the absence of external monitoring. The results of the paper suggest that cash rich
firms are more likely to make investment decisions like acquisitions. Moreover, it is also evident
that low insider ownership leads to more acquisition activity which is value decreasing in nature.
Faleye (2004) focused on the takeover deterrence effects of corporate liquidity and comments
that proxy contest is an effective alternative control mechanism to address the agency problems
of excessive corporate liquidity. He proposed that dissident shareholders conducting a proxy
fight are not hampered that might prevent a hostile bidder. He finds that target firms hold 23%
cash more than comparable non targets firms. Furthermore, the prospect of a proxy fight is
extensively and positively allied to excess cash holdings. In addition to this, he also suggests that
abnormal return following a proxy fight announcement is significantly and positively related to
excess cash holdings. To measure the excess cash, he applied the OPSW model with other
exogenous variables.
Harford, Sattar and William (2008) studied the inside ownership and provisions of antitakeover,
using governance metrics. They supported the arguments as to how the use of cash is affected by
firms’ governance. Results revealed that US firms are likely to hold minimum cash reserves
while having weak shareholders rights, measured by Gindex and insider ownership. In other
44
words, equity holders who have strong rights permit the managers to hold large amount of cash
as they feel confidence that this cash will be utilized, in due course of time, to maximize the
wealth of shareholders.
2.4 Corporate Governance and Bankruptcy
Daily and Dan (1994) investigated the effects of corporate governance along with
financial variables on the prediction of corporate bankruptcy with 3 and 5 years lags.
Independent /interdependent board composition and the structure of CEO/board chairperson
positions were taken as proxies of corporate governance. It was assumed that CEO duality and
lower proportions of independent directors on the board lead to bankruptcy of firms. The
bankruptcy variable was the year in which the filing of chapter 11 bankruptcy occurred. Based
on the logistic regression, it was concluded that governance structure do contribute to the
incidence of bankruptcy for both lagged periods beyond financial and size considerations. Daily
and Dan (1994) examined the effects of governance structure and board leadership structure as
predictors on Chapter 11 bankruptcy by corporations, using the data of 50 bankrupt firms and 50
survivor firms. Based on the five years lags, results reveal that firms with joint CEO/board
chairperson structures and that have lower proportions of independent directors are associated
with bankruptcy. The three years lag show that bankrupt firms have far less profitability.
D’Aveni (1990) investigated that because creditors take off their support from top management
team of firm, bankruptcy occurs. Data was collected for five years preceding the bankruptcy. The
sample covered 57 large bankrupt firms and 57 matched firms during 1972 to 1982. Managerial
prestige was the main variable studied. Other control variables were profitability, leverage and
liquidity alongwith some dummy variables. Results revealed that firms might need to have two
forms of capital in order to survive. It must either have monetary capital in the form of financial
45
assets or status capital in the form of prestigious manager alongwith membership in elite
educational circles, political elites and board networks. In an earlier work, D’Aveni (1989)
proposed a new model of firms’ bankruptcy which was based on agency and prospect theory.
Based on the concept of dependability, the model proposed that debtors with low prestigious top
managers, low liquidity ad high debt indicate that they will be not be dependable exchange
partners. The model assumed that firms must maintain minimum level of financial as well as
managerial assets to survive. This minimum level is a necessary but not sufficient condition for
bankruptcy.
Listokin (2007) proposed debt compensation plan to CEOs in the eve of bankruptcy. According
to his study, it is the best plan as compared to stock options. Chitnomrath, Robert and Theo
(2011) studied the governance factors which affect post-bankruptcy reorganization performance
in Thailand. Based on agency theory, the model suggests the improvement in the performance of
restructured firms by incentive planes and active monitoring. Monitoring mechanisms include
ownership concentration and incentive mechanisms include cash compensation and percentage
of shares held by the plane Administrator. All those companies which filed petition of chapter
3/1 bankruptcy under the Thai Bankruptcy Act during January 1999 and December 2002 were
included in the sample.
2.5 Corporate Governance, Agency Theory and Management Compensation
It is generally said that outside directors control the management of large firms. They
closely monitor and evaluate the past and current business information of the firm. Besides, they
also negotiate the compensation with CEO. Several researches have examined that liberality of
the CEO compensation are usually based variables such as CEO duality, the ration of insiders on
46
the board, board member’s stock ownership, ownership of institutions, compensation of directors
and nomination of a director as a CEO.
Cyert, Sok-Hyon and Praveen (2002) examined the top management compensation in the
presence of agency conflicts. The study emphasized factors such as equity ownership of the
largest outside shareholders, firm’s bankruptcy risk, firm size, firm performance, equity
ownership of BOD and BOD structure in the design of compensation contracts. The data of
executive compensation and ownership were collected from proxy statement of all firms listed
on the NYSE, AMEX or NASDAQ National Market System on listed in the DISCLOSURE
database and in 1993 COMUSTAT. The final sample was of 2006 firms. Empirical results show
strong negative relationship of equity ownership of the largest external shareholder, default risk
with the size of the CEO equity compensation.
Jiraporn and Yixin (2008) studied the impact of staggered board on firm leverage in regulated as
well as unregulated firms. The results indicate that firms with a staggered board espouse lower
level of leverage than firms with a unitary board. The results are identical for both regulated and
unregulated firms. Furthermore, the study explored that although staggered boards may permit
manager to take up lower leverage, eventually, firm value does not seem to be detrimentally
affected. Kaplan (1994) examined the relationship of top management turnover and cash
compensation with earnings, changes in earnings, stock returns and sales growth of large
Japanese companies in the 1980s. The study also compares this relationship with those of large
U.S. firms. Both of the predictors (management turnover and cash compensation) have an effect
on all four dependent variables similar in both of the economies. The executive turnover is
negatively related and cash compensation is positively to earnings, stock return and sales
performance. The results are surprising in the sense that shareholdings differ but the turnover-
47
performance and cash compensation-performance are similar. Overall, results indicate that
management turnover in Japan is significantly related to financial performance, stock return,
sales growth and earnings changes and negative earnings. This result is similar in U.S. as well.
Brenner and Joachim (2009) hypothesized that there are two legal determinants which are related
to the diligence of board i.e. the liability rules for directors and anti-director rights. The study
Collected data of medium size firms in 27 developed and advanced countries over the period of
1995 to 2005. The study finds that directors are more constrained by shareholders interest in
countries with higher levels of anti-director rights. They acquire their duty to accomplish the best
possible CEO compensation for shareholders more critically. They also find that director liability
rules may be too weak to exercise the expected influence of the pay setting process.
Chen, Itay & Wei (2008) investigated the determinants of directors’ ownership in the U.S.
mutual fund industry. The study takes the data of 50 top mutual fund families as well as 87
smaller families from 2001 to 2004. The final sample consists of 2,435 unique funds from 137
fund families, covering 39,467 director-fund year pairing and 2,445 director-year observations.
The results are consistent with the optimal contracting view. Directors are inclined to own shares
in funds which they oversee when the benefit from monitoring is expected to be higher
alongwith a lack of other control mechanisms. Directors’ ownership is also less widespread in
funds with large holdings by institutional investors as well as funds with strong flow
performance sensitivity. They also find that family wide policies play a role in shaping the
ownership patterns.
Goel & Anjan (2008) examine the effect of internal organizational governance on the board level
corporate governance that categorizes the manager with the highest ability to be appointed as
CEO. The results suggest that board seems to end up with the pool of overconfident managers
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from which to choose a CEO. Furthermore, excessively overconfident CEOs overinvest and firm
value is non-monotonic in CEO overconfidence.
Schiehll and Francois (2009) studied the association between the choice to incorporate the non-
financial performance measures such as R&D intensity, growth opportunities and industry
regulations into the CEO bonus plan along with two internal governance mechanisms i.e. CEO
ownership and independence of the board of directors. Sample consists of 184 Canadian public
firms listed on the Toronto Stock Exchange at the end of 2000. Different sectors of sample firms
include manufacturing, utility, services, merchandising and other sectors. Based on multiple
logistic regression models, the empirical results revealed presence of non-financial performance
measures in the CEO bonus plan. The prominent variable is growth opportunity which is
associated with the dependent variable. Board independence and CEO ownership is also
sensitive with firms having high growth opportunities.
Lau, Philip & Sue (2009) investigated the association between the probability of CEO dismissal
and corporate performance in the context of Australian companies. The CEO dismissal is taken
as binary dependent variable as a proxy of corporate governance practices of Australian
companies. Stock return and return on assets (ROA) are taken as a proxy of corporate
performance. Other control variables were also included in the logistic regression model. The
results revealed that the CEO is dismissed as a result of poor corporate performance in the same
year. This suggests that the monitoring of corporate governance practices in Australia is not
inefficient. This association is not affected by other corporate characteristics like CEO share
ownership, CEO tenure, independence of the board and concentration of share ownership.
Elayan, Jingyu and Thomas (2008) discovered some accounting irregularities which exhibit
lower level of transparency and visibility as compared to firms which do not show them. There
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were three objectives of the study. The first was to establish the fact that restatement of income
because of irregularity represents a large economic loss to the firm. The second objective was to
examine different types of irregularities to determine their impact of the firm. The last objective
was to illustrate why executives in the irregularity companies become involved in these types of
activities and also identify factors that lead them to go for that. All these objectives were
accomplished through a statistical comparison of irregularity firm with those firms where
irregularities do not exist. They hypothesized that firms with greater levels of information
asymmetry, greater proportion of equity based compensation, poor performance and relatively
higher levels of leverage are more likely to commit accounting irregularities. Moreover, larger
companies are less likely to commit accounting irregularities. Dependent variable takes the value
of one for accounting irregularity firms otherwise zero for control group. Besides, independent
variables include information asymmetry calculated as volatility in stock price over the period of
250 to 90 days prior to the irregularity announcement. The ratio of total compensation as of total
assets and equity based compensation to total compensation are used as a proxy of management
compensation. Performance of firms was measured by ROE and the comparison of actual EPS
with analysts; forecast. The ratio of total debt to sum of total debt plus market value of equity
was used as a proxy of leverage. The empirical evidence sheds light that overstatements of
revenue, profit, early recognition of revenue and overstatement of sales are revenue enhancing
actions. Irregularity firms also showed significant poor performance in the period leading to the
irregularity announcements. Top executives are found to enjoy a larger portion of their pay
package in the form of equity based compensation. The volatility in stock prices of irregularity
firms are also found in the period preceding the AI announcement. These results suggest that
there is greater information asymmetry in irregularity firms and are less visible.
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Palmer (2008) studied the quality and quantity of disclosures made in compliance with AASB
1047 to check the impact of adopting Australian equivalents to International Financial Reporting
Standards. The particularly focused the effectiveness of a particular regulatory policy by
showing the extent and quality of disclosures by considering the corporate characteristics like
size, auditor size, industry, profitability and leverage. Every sentence in disclosure related to
extent and quality was given a qualitative score based on the perceived informativeness of the
information. The statistical tests provide evidence to support the hypothesis that companies
audited by bigger auditors have higher extent and quality scores. The tests do not support the
hypothesis that the extent or quality of disclosures is different for companies operating in
different industries. The results show supports of the hypothesis that companies having more
debt in their capital structure and those audited by bigger auditors’ disclosure more information.
Aoki (1990) introduced the J Model and distinguished the Japanese model of firms with West
model. He raised difference between the two firms with regard to ownership patterns,
relationship with financers, relationship with suppliers, relationship with employees and
managerial culture perspectives. He described the firm in light of the agency theory.
2.6 Corporate Control, Take Over and Corporate Governance
Ferreira and Paul (2007) investigated the relationship between corporate governance
policy and idiosyncratic risk. It was found that high idiosyncratic risk is associated with fewer
antitakeover provisions by firms. Furthermore, fewer antitakeover provisions also show higher
trading activity, private information flow and information about future earnings in stock prices.
Openness to the market for corporate control leads to more informative stock prices.
Yun (2009) studied the effects of corporate governance on the choice of firms to select cash or
the line of credit to meet their liquidity needs. Anti-takeover laws were found to be the
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significant variable which leads poorly governed firms to increase the cash against the line of
credit. This tendency was not found with good-governed firms. The unused portion of line of
credit was taken as the proxy of line of credit as it provides a liquidity buffer to firms. All the
data of manufacturing firms of the United States were taken from the database of Investor
Responsibility Research Centre (IRRC) for the year 1990, 1993, 1995, 1998 and 2000. Other
control variables were firm size, leverage, market to book asset ratio, cash flow, property, Plant
and equipment, industry sales volatility, net worth and a dummy variable for S&P debt rating.
Cheng, Venky and Madhav (2005) employed the second generation antitakeover legislation to
separate the corporate control value that managers place on stock ownership. It was revealed that
antitakeover legislation increases the probability of managers’ control over the firm. After the
legislation, managers can retain their control by having lesser risky shares than they had before.
The data covered the period of 1984 through 1991 and Forbes 500 firms. Garvey and Gordon
(1999) found that corporations which are protected by the second generation antitakeover laws
considerably reduce their debt level while there is a reverse case with unprotected firms. The
data covered the database of COMPUSTAT and CRSP for all firms in 1990 except financial
firms and firms with incomplete data of last eight years.
2.7 Corporate Governance in Emerging Markets Economies
Gibson (2003) investigated whether corporate governance is ineffective in emerging
markets by estimating the link between CEO turnover and corporate performance. The findings
suggest that poor corporate performance amplify the possibility of CEO turnover. When
incorporating the large domestic shareholder, the results provide the evidence that CEO turnover
does not appear to rise at poorly performing firms in emerging markets. Millar, Tarek, Chong
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and Brian (2005) highlighted the issue that variation in corporate governance structure somewhat
result from differences in institutional arrangements linked to business systems particularly in
Asia’s emerging markets. According to his study, the most common factor to determine the
success of a corporate governance structure is the extent to which it is transparent to market
forces.
Because of dissimilarities in institutional, regulatory and legal environments, emerging markets
differ from developed economies. Bangladesh is one of the emerging market economies which
strive to grow economically. Farooque, Tony, Keitha and AKM. (2007) investigated the
relationship between ownership, as a governance mechanism, and corporate performance in
Bangladesh. This study is unique in the sense that the author has taken ownership as exogenous
as well as endogenous variable. Market to book value of equity is taken as a proxy of corporate
performance. Similarly in the second equation, ownership structure is taken as dependent
variable and market to book ratio of equity and other control variables are taken as predictors.
Findings reveal significant negative effects of board ownership on log of MBVE, using a linear
form of regression. Using cubic form of board ownership, significant non-linear relationship
between the two is discovered.
2.8 Corporate Governance in Developed Market Economies
Aguilera and Gregory (2003) developed a theoretical model which explains corporate
governance diversity across advanced capitalist economies. The study takes three shareholders
group i.e. capital, labor and management as corporate governance proxies. Based on the model, it
was concluded that the institutional differences matter through their capacity to support different
modes of interaction among stakeholders at the firm level.
2.9 Ownership Structure and Stewardship Theory
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Agency theory was challenged by stewardship theory. Stewardship theory/model
distinguishes an array of non-financial causes for managerial behavior, including the need for
achievement and recognition, the intrinsic satisfaction of successful performance, respect for
authority and the work ethics. Hung and Hsiang-Ju (2009) tried to determine the current
minimum shareholding requirement for SMEs in the emerging Taiwan market. The study
suggests that nonlinear relationship between insider ownership and firm value can be elucidated
by the stewardship theory. Instead of using Tobin’s q, the study employed approximate q as a
proxy of market valuation. Deep findings of the study reveal that insiders, in most Taiwanese
SMEs, are controlling family members having a high level of shareholding. The evidence
suggests that family members are likely to show the stewardship qualities rather than tend to be
self-interested.
2.10 Ownership Structure and Public Announcement’s Disclosures
As the quality of disclosure become higher and higher, information asymmetries becomes
lower resulting in fewer agency conflicts between managers and investors. Laidroo (2009)
investigated the role of ownership structure on public announcement disclosures in three
European emerging capital markets in the Baltics i.e. the Tallinn, Riga and Vilnius Stock
Exchanges. The author employed a disclosure quality score based on six disclosure quality
attributes as a proxy of disclosure quality of public announcement. These attributes were selected
on the basis of information theory – informativeness, relevance, precision, rarity, frequency and
unexpectedness with two quantitative disclosure measures – number of sentences and number of
announcements disclosed. Besides, some control variables were also used. For example, size of
the firm, leverage, liquidity, performance, internationality of operations, risk and industry type.
A significant negative association of public announcement disclosure quality was found with the
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ownership concentration and foreign ownership and positive relationship with institutional
ownership. With respect to control variables, strong positive association was found with sales
growth and size of entry barriers and low support to a positive association with profit after tax to
sales.
García-Teruel, Pedro and Juan (2009) examined the effect of accounting quality on cash holding
level of Spanish firms. Accounting accruals were taken as a proxy of accounting quality and
measured by the extent to which current working capital accruals map onto operating cash flows
of the prior, current and future periods. They hypothesized that accounting quality minimizes
information asymmetry meaning thereby that firms with high accounting quality will have lower
level of cash holding. The finding suggests that there is an inverse relation between accruals
quality and the level of cash holdings by firms. The authors used half yearly data of 65 listed
firms from 1995 to 2001. For the purpose of controlling unobservable heterogeneity they have
used GMM methods of estimation.
2.11 Corporate Governance and the Performance of Stock Markets
Picou and Michael (2006) studied whether institutions can take benefit from information
asymmetries by separating institutional investors from the general public. The author
hypothesized that as firms announces the enactment as well as the substance of corporate
governance guideline, the stock price must immediately or after some delay go rising. Over the
77 sample firms which announced in SEC filings the adoption of corporate governance
guidelines during the period of 1994 to 2000 were analyzed. The results revealed that stock
prices rise as the firm announces the enactment of corporate governance guidelines.
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Claessens (1997) investigated the mass privatization scheme of Czech and Slovak Republic in
the context of corporate governance. The program was executed through a voucher scheme with
a distribution of points to citizens based on bidding. Citizens with 18 years of old age were
eligible to buy the voucher equivalent of about $35 a package of vouchers worth of 1000 points.
It was a step to change the corporate governance environment in the two countries. To avoid the
conflicts of interest for the both countries, the author analyzed the effect of ownership by bank
controlled investment funds from concentrated ownership. Size of the bank sponsored fund
ownership relative to the distribution o all ownership was also controlled in the study. There
were 1,491 firms that emerged from the voucher scheme. Strong evidence was found of market
price that more concentrated ownership is related with higher prices. Firms with foreign and state
majority owners do not exhibit higher prices. It suggests that control by these investors entails
costs for minority shareholders. Some evidence was also found that prices were initially
relatively lower for bank sponsored investment fund firms. This reveals that bank sponsored
investment funds may initially have been faced some conflicts of interest.
Johnson, Peter, Alasdair and Eric (2000) have made an extensive study to explain the causes of
Asian crises during 1997 – 98. In the context of corporate governance, the authors argued that
weak enforcement of shareholder rights is the first order importance to determine the extent of
exchange rate loss and stock market collapse in 1997-98. The study took 25 emerging market
data of macroeconomic and corporate governance variables alongwith exchange rate
depreciation and stock market index. The countries include six from Latin America, four from
Eastern Europe, ten from Asia plus Greece and Portugal in Europe, Turkey and Israel in the
Middle East and South Africa. They define the Asian crises to the extent of the nominal
exchange rate depreciation as the key variable to be explained. Besides, stock market collapse
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was also taken into consideration in the definition of Asian crisis. For stock market, they
employed the IFC’s Investable Index. The regressions also include a dummy variable for East
Asia. The empirical results show that government budget deficit in insignificant in the exchange
rate regression either with or without dummy variable. Growth rate of broad money is significant
with or without dummy. When dropped Indonesia and Turkey, money growth in 1996 become
insignificant. Import coverage is also positively and significantly related. Total indebtedness is
insignificant with both with or without dummy. As far as the corporate governance regression in
concerned, all variables are highly significant either with or without dummy variable and remain
so if any of the country is excluded from the data. The third regression was also run with the
dependent variable is change in stock market value in dollar term. All macroeconomic variables
exhibit very little correlation with stock market performance. In contrast to this, governance
variables were stronger and illustrate high correlation with stock market performance. The
findings reveal that corporate governance matters a great deal for the extent of exchange rate
depreciation and stock market decline during 1997-98.
2.12 Corporate Governance and Management Turnover
Gilson (1989) investigated the management turnover in financially distressed firms.
Besides, the study also exhibit evidence that managers’ default related losses are significant.
Firms are selected, consisting of declining in three years cumulative unadjusted stock returns on
the NYSE and AMEX during 1979 to 1984. Final sample equals to 587 firm-years, consisting of
381 firms. Management turnover is taken as any change in the group of individuals who together
hold the positions of CEO, President and Chairman of the board. Financial distress is defined as
the firm’s inability to pay the fixed payment obligations on debt, defaults on debts, bankrupt or
privately restructured its debts to avoid bankruptcy. Leverage is defined as the ratio of debt to
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capital. All firms in the sample are small and highly leveraged as well as unprofitable. Results
show that financially distressed firms face more managerial turnover. Approximately, 80% of the
changes in management are departures which involve more than one manager are relatively
infrequent. Changes as regarded “Forced management change” account for 0.76 of all changes,
changes as a result of appointment of an outsider equals to 0.43. The findings also reveal that
there is a significant personal cost for managers in financially distressed firms. It was also found
that managers departed from financially distressed firms are young having a mean and median
age of 52 and 53 years. Stock ownership of officers and directors in these firms are account for
13.5% and 6.9% respectively. Furthermore, logit regression was also run to identify the marginal
impact of financial distress on turnover. The dependent variable is equal to 1 if a senior
management change is observed in a particular year and zero otherwise. The proxy of financial
distress in the regression was two variables. The dichotomous variable (D) which equals to 1 for
a particular firm-year if the firm is either in default on its debt, bankrupt or restructured it debt to
avoid bankruptcy and zero otherwise. The second was the leverage of the firm (LVG). Return on
common stock was taken as a proxy of firms’ profitability. All the unadjusted returns have a
negative predicted value and only current year returns are statistically significant.
Volpin (2002) discussed the determinants of executive turnover in Italian publicly traded firms.
Particular focused was made on how the ownership and control structure of a firm affects the
sensitivity of the firms’ executive turnover to performance. Moreover, the study also evaluated
the effect of these same variables on the firms’Q ratio as the measure of firm performance. The
data was collected from 1986 to 1997. The findings suggest that probability of turnover and its
sensitivity to performance are significantly lower for top executives who belong to the family of
the controlling shareholder than for other executives. Furthermore, results show that turnover is
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more sensitive to performance when voting syndicate controls the firms. The results of Q ratio
also support the findings. Q is significantly smaller in those firms where the controlling
shareholders are among the top executives. It is larger when control is partially contestable. It
increases with the fraction of cash flow rights owned by the controlling shareholder. The
empirical results revealed that minority shareholders are not likely to play an important
monitoring role with the firm. Finally, executive turnover is not affected by the firm’s
organizational structure.
La Porta, Florencio, Andrei and Vishny (2002) evaluated the corporate valuation by investor
protection and ownership by controlling shareholder. They employed Tobin’s q as a proxy of
corporate valuation. They hypothesized that firms in more protective legal regimes, with higher
cash flow ownership and better investment opportunities should have higher Tobin’s q. out of
539 sample firms, the largest 20 firms based on market capitalization in each of the 27 countries
were collected from 1995 to 1996 and a few from 1997 the results show that common law
countries have higher anti director rights scores than civil law countries do. Findings also suggest
that poor shareholder protection is penalized with lower valuation. Higher cash flow ownership
by controlling shareholder improves valuation.
Weisbach (1988) pointed out that inside and outside directors behave differently in their
decisions to remove top management. Outside dominated boards are significantly more seems
than firms with inside dominated boards to remove the CEO on the basis of performance.
Outside dominated boards are likely to add to firm value through their CEO changes. Accounting
earnings (EBIT) and stock returns were taken as proxy of firm performance. The results were not
affected by differences in the ownership structure of the firm, the size of the firm or the industry
in which the firm operates. The data consisted on board composition for all firms listed on the
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NYSE of total of 495 from 1977 to 1980. Directors were classified as either outside, inside or
grey for each firm. Firm with less than 40% outside directors was taken as insider dominated
firm. Firm with at least 60 of directors are outsiders was taken as outsider dominated firms.
Firms which fall between 40 to 60% outside directors were considered as mixed boards.
2.13 Corporate Governance and International Trade
Li & Darryl (2009) raised a question as to why some countries trade more than others.
They took the arguments that the trade flows can best be determined by the governance
environment of a country which is an important determinant. Rule based countries are likely to
have fewer distortions and lower marginal costs for firms seeking to trade than relation based
countries. Based on the arguments, they hypothesized that Rule-based countries have more
international trade than Relation-based countries. Similarly, the second hypothesis was also
developed that relation based countries can easily export to a rule based countries than vice
versa. They also postulate that countries with similar governance environments trade more with
one another than counties with dissimilar governance environments. The study also took up the
hypothesis that two highly rule based countries show more trade flows than trade flows between
highly relations based countries. Global Environment Index (GEI) was taken as a proxy for
governance environment. Besides, some other control variables were also taken into
consideration in this study. The findings revealed that trade flows can be increased by increasing
the degree of rule based governance. Moreover, countries with differences in governance
environments are likely to trade less with each other. The results also suggest that similar rule
based countries trade more with one another but trade between two relation based countries are
less with each other.
2.14 Corporate Governance and Survival
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Filatotchev & Steve (2003) examined the effects of a change in resource base of
organizations and governance factors on the strategic decision making process in the declining
cotton industry of UK. This industry has seen the corporate transformation during the period of
1950-2000. This study was conducted from 1950 to 1965 as the two model of organizational and
governance structures existed in a single industry. They hypothesized that the strategic
restructuring and survival of a firm in a declining industry is positively related with the extent of
organizational diversity, institutional share ownership and board diversity. Data of strategic
restricting includes raw material inputs, product range, productive equipment and employment
for 45 companies from the cotton industry of the UK. Corporate governance data consisted of
total number of shareholders, ownership structure, and the board characteristics i.e. number of
directors on the board, number of outside directors. There were several financial performance
variables. The study also incorporates a dummy variable that equals to 1 if the firm was
vertically integrated and zero otherwise. Findings indicate that organizational diversity provides
resources / organizational flexibility that may support survival oriented strategies. Strategic
content and outcomes are also affected by the firm’s ownership structure and board
characteristics. As far as the mature and declining industry is concerned, the results suggest that
the board structure may be less important as compared to the board size and diversity.
Anand and Harbir (1997) showed their interest in declining industries to investigate. They
hypothesized that consolidation-oriented acquisitions perform better than diversification-oriented
acquisitions in case of declining industries. Further they also assumed higher valuation in case of
more focused firms than non-focused in declining phases of the industry. The study covered the
data of 408 acquisitions for 10 defense dependent industries. Data was collected of the first
announcement data of these acquisitions and daily stock returns from CRSP tapes. Other
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information of variables was collected from COMPUSTAT tapes. Two performance measures of
these acquisitions were calculated. The first measure was the risk adjusted stock return and the
second was pretax cash flow divided by market value of assets. Tobin’s q was also calculated as
a third performance measure to determine the effect of the scope of the firm on its valuation.
Results supported the hypothesis in terms of stock market based and performance measures.
Positive relationship was found between focus firms and Tobin’s q even when the industry is in
decline.
Bethel and Julia (1993) focused the effects of ownership structure on corporate restructuring
through a sample of 93 surviving public Fortune 500 firms during 1981-1987. The study has a
main hypothesis about negative correlation between block holder ownership with corporate
restructuring activities during 1980s. This relationship was also checked with insider ownership
during the same time frame as this was the intense period of corporate restructuring in large U.S.
firms. The results confirmed positive association of block holder ownership with corporate
restructuring.
Gibbs (1993) estimated the effects of corporate restructuring determinants to determine financial
and portfolio restructuring. The model was developed based on free cash flow hypothesis and
agency theory. Determinants include free cash flow, corporate governance and takeover threat.
The data covered the period of 1982 through 1987 of large corporations having total revenues of
$5 billion or more listed in the Business Week 1982 Corporate Scoreboard. Simple analysis of
variance method confirmed that financial and portfolio restructuring are motivated by agency
costs.
2.15 Corporate Social Responsibility
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By looking towards society, the most practicing things which were noticed are corporate
social responsibility, which plays a pivotal role in the society. During the period of ten years
from the end of 1960’s and initial 1970’s, the term called “corporate social responsibility" has
become more conventional. The demand of CSR has increased gradually in recent years. On the
other hand, many corporations have been confused by CSR, whether the CSR brings profits to
corporations or not. Second thing either it is valuable to add organizational resources to CSR, If
yes then how much? These are the questions which created confusion in organization’s behavior
while working with CSR. In the next paragraphs, will try to discuss about the efficiency of CSR
and try to clear the image of CSR that it is useful or useless for the organization. The drawback
of the CSR is that It doesn’t inform the investor when the firms taking decisions about
investment. Hence, the result of this to be sort of demand for CSR in front of consumer and
stakeholder (McWilliams and Siegel, 2001). Geske and Roll (1983), Kaul (1987) and Barro
(1990) uncover the associations between stock returns and future existent action is strong.
CSR has been defined by Wood (1991) as the social behavior of a firm that fulfills social
expectation towards the firm by the proper allocation of corporate resources. Moreover, some
recent studies have modified and extended the idea of CSR by defining it as an extension of
business ethic and management morality, which not only emphasizes legal obligations but also
meeting public pressures and social expectations (Vogel, 2004). Hence the conclusion derived
from the above discussed definition makes CSR a discipline of generating benefits for all
company stakeholders, yet maintaining the principles of business ethics. And for obtaining
sustainable development in economy, corporate and social growth should be equally significant
for appropriate execution.
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Observing the impact of CSR on firm’s performance has shown mixed evidences. Numerous
studies on CSR posits the fact that firms that emphasize to satisfy its social responsibility may
lead to better firm enactment (Maignan and.ferrel, 2005; Verschoor 1998 and Griffin and Mahon
1997). On the contrary, Mahapatra (1984) has evidenced that pollution prevention lead to the
stock return, ultimately enforcing the external investors to behave as rational economic investors
instead of ethical investors. Moreover, regression analysis conducted by McWalliams and Siegel
(2001) also shown that there CSR had no significant impact on firm performance.
The academia has always been investigating the impact of CSR on the performance of firm.
Previous studies conducted in the past had regarded CSR as socially responsible investment of a
firm. For instance: firms that are willing to execute CSR develop the culture of business ethic,
which would prevent firm to incur single, managerial and societal cost, thus prominent to
improved corporate performance (Laczniak and Murphy 1991). This idea has been further
elaborated by Sims and Kroeck (1994) that subsequent the moralities business morals benefit
firms to obtain employee satisfaction and corporate identity, eventually leading to better firm
performance. In addition, Preston and O’Bannon (1997) argued that publically responsible
corporate tends to build an suitable professional system to enhance firm’s performance.
Numerous studies expanding the literature on CSR also argued that creating a culture of CSR
would result in higher stakeholders’ satisfaction and it could reduce corporate operation and
improve competitive advantages (Verschoor, 1998).
There are two different groups of investors as far as the interest of shareholders in CSR is
concerned: one is mainstream and the other is (socially responsible investors) SRI. Mainstream
can be defined as investors who are more likely to prefer social responsibility if that would be
affecting firm’s cost of capital or its obvious results. Infarct the social responsibility is just for
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sake of marketing activity with no genuine substance just to justify legality (Gray and Adams,
1996). On the contrary Socially Responsible Investors (SRI) can be defined as one having
genuine and direct concern for the interest of society, its stakeholders and the interaction
between them and the firm.
There are three distinct types of SRIs which need to be considered:
1. Higher responsibility that may lead to higher value would be the criteria of consideration
when deciding to invest in the firm (positive screening).
2. Industries like arms manufacture or tobacco and other kinds of irresponsible and
unorganized management style would be avoided to invest (negative screening).
(Sharfman, 1996).
3. Engaging in different techniques for the betterment and acting as active and committed in
fulfilling their responsibilities (shareholder engagement). (Lewis and Mackenzie, 2000;
McLaren, 2002; O’Rourke, 2002a).
These three categories of investors may require different information considering different areas
of competition. Marcus and Wallace (1997) argued that three processes exist to evolve the nature
and role of IR. First of all the phase of company’s action is communicated through simple
communication, then the focus shifts on the financial aspect and outcomes and lastly they
emphasize is on the active marketing in more advanced companies. Therefore the present seeks
to determine the three phases that can be applied to IR management in the context of
communicating CSR rather than the general financial outcomes in order to ensure that firms are
fairly valued. If the requirement of CSR persistently to boost in the long run, then there would be
a bigger influence of CSR on stock return within the upcoming years.
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The European Commission (2001) describes corporate social responsibility (CSR) as a notion
adopted by corporations to help and play a vital role in incorporating societal and ecological
concerns in their industry leading to a sustainable environment for the future generations.
Bragdon and Marlin (1972) and Spicer (1978) all bring into play with P/E , EPS, ratios or a
number of the algebraic variations as a smallest extent the dealings of financial performance in
their studies (Bowman and Haire 1975) and (Preston, 1978).
CHAPTER 3
CORPORATE SAVING DECISIONS
3.1 Retained Earnings, Its Economic Determinants and Consequences
The issue of retained earnings may be viewed either from the macroeconomic perspective
or in connection with corporate finance. Economic standpoint of the subject is interested to
examine the cyclical fluctuation of the economy. While corporate finance studies the matter with
a view to the rights and interests of owners and managers of a corporation.
This thesis has a strong proposition that retained earnings are good indicator of development in
the country. By having this proposition, it intends to merge the economic theory with the
corporate finance. The effect of retained earnings on the total investment in the country depends
upon the investment in different type of assets by the company, decisions of capital structure,
liquidity position of the firm, positive cash flow from operations, profitability and corporate
governance practices within the firm. Good corporate governance lead the firm to better liquidity
management, which in turn, let the firm to retain some earnings and invest in the profitable and
positive NPV projects. This will increase the total investment in the country.
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There are favorable as well as unfavorable arguments of the corporate savings. Advocates of
retained earnings assert that it facilitates corporations to accumulate the cash surplus during the
business growth which, in turn, strengthen the firm to resist the adverse effect during the time of
business failures. While challengers of the subject argue that cyclical fluctuations is intensified
by this decisions. Furthermore, they also reiterate that reinvestment of corporate earnings is easy
to misallocate of resources. Having for and against arguments, the decisions of retained earnings
have the following key benefits which are hard to ignore.
1. Accumulation of cash in good times and uses them in bad times.
2. In contrast to external equity, the retained corporate profit reduces the issue cost and
losses because of under-pricing (Chandra, 2002).
3. Retention of earnings is likely to increase new investment in the economy (Dobrovolsky,
1945).
4. Reinvestment of corporate savings does not have same pressure from stockholders to earn
the required return as compare to funds obtain from the capital market. (Dobrovolsky,
1945).
5. There are no transactions as well as bankruptcy costs involved with retained earnings
(Altman, 1993).
Weidenhammer (1933) discussed the eminent role of corporate savings in the capital formation
in the England and Germany. He argued that investment through retained earnings adds high
sub-marginal returns than the funds generated through capital market. It was suggested that
increased percentage of retained earnings with respect to capital formation lead to high
fluctuations in interest rate in the capital market. The study mainly focused on the faulty
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investment of retained earnings and pointed out separation of ownership & control and
management as two major factors behind it.
Myers & Majluf (1984) also talked of the importance of retained earnings of companies in
connection with not only at macro but also at the micro level. They pointed out that corporate
savings are the best source of financing in terms of risk and costs.
Another way to looking at the phenomenon is that if all of the earnings of firms are distributed
among shareholders then it is hard to accept that their savings will increase and consumption will
not increase. In reality, they will consume more and save less and as a result, there will not be
any new investment in the country either from corporations or individuals. On the other hand,
managers of corporations are better able to exploit new opportunities which are not likely to
attract individual investors.
While comparing the retained earnings practices among countries, we observe that during 1995-
96 to 2002-03, total savings rate in India has declined while household savings rate increased. It
implies the role of corporate sector savings which decreased their savings. At the same time,
gross investment rate in the country has also been in declining position. If we compare the
corporate savings rate in different countries, we find that in the year 2001 corporate savings rate
in India was 4.1%, lower than the rate in the UK which was 7.59%. Corporate savings rate in
France was 11.2% while Germany 10.89% in the same year. Japan shows 11.06%, Korea
11.12%, Argentina 8.45 and Mexico 7.76% (IMF Data Base).
Shanta (1982) investigated the importance of corporate sector in the domestic savings in India.
The study found a decline trend in the corporate savings during 1975-76 to 1978-79, indicating a
small share in the overall economy of the India. Bhole & Jitendra (2005) studied the
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determinants of retained earnings in India while taking the data from 1966 through 2000. They
advocated that high rate of economic growth with stability may be achieved if corporate savings
rate become high as well. Significant determinants of retained earnings in this study were profit
after tax, availability of external funds, investment opportunities, cost of borrowing and cost of
equity.
Bhole (1980) in an early study examined the determinants of saving ratio in the Indian
companies during 1960-61 through 1975-76. He selected five different type of companies in the
sample like Medium and Large Public Limited Companies (MLPUCos), Medium and large
Private Limited Companies (MLPRCos.), Small Public limited Companies (SPUCos.), Small
Private Limited Compnaies (SPECos.) and Central Government Companies (GCos.). It was
found that saving ratio in the Indian companies depend on the size, type and industry of the
company. Large firms tend to have high saving ratio as compared to small one. The study also
argued that although saving ratio in Indian corporations has been increased over the period, it is
smaller than the ratio of US companies. The major determinant of saving ratio has come out to
be net profit after tax in case of MLPUCos while cash flow, the availability and cost of external
funds and the price level in case of MLPRCos.
Pandit (1984) studied the corporate savings behavior in Indian listed firms. He found that degree
of capital utilization is the key variable in determining the corporate savings. Wage inflation may
too decrease the savings through its impact on profit. Purohit (1990) explained the corporate
savings by linking it with behavioral hypothesis, allowing the incorporation of investment
expectations and at the same time confines the impact of dividend in a single equation model.
The results were consistent with the previous studies on the same topic in India. The investment
climate was in a declining state during the study period.
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Keister (2004) investigated the transformation of firm capital structure during the transition
period of China. China started its extensive economic as well as industrial reforms, including
firm finance and the banking system. Firms’ retained earnings, before the reforms, were
equivalent to state funds as they were owned by the state and used to determine the tax rates.
Large part of the retained profits of firms was not available for reinvestment. Results of using
retained earnings shows that manager use it rather than sacrifice autonomy while the same case
is on opposite side in case of China. All of the hypotheses were developed based on the first
decade of reform. To check the hypotheses, panel data of 769 firms during 1980 to 1989 were
obtained from four provinces namely Sichuan, Jiangsu, Jilin and Shanxi. It was analyzed that
whether a firm received capital from any of the five common sources of external borrowing i.e.
bank loans, inter-firm loans, inter-firm investment, public debt and foreign funds. Explanatory
variables include retained earnings measured as previous year log of firms ‘retained earnings,
size as number of workers at the end of a year, profit as revenues less expenses, market
development as dichotomous variable, explaining whether managers sought poor market
development is an important problem. In China, there is a positive relationship between retained
earnings and external credit which suggests that managers are likely to use this retained profit to
create a center of attention to get the capital.
Bayoumi, Hui & Shang (2010) documented the reality of Chinese corporate savings puzzle in an
IMF working paper. They clarified that corporate savings in china was not as much high as in
other countries over the period of 2002 to 2007. The high current account surplus of China was
not because of high corporate savings but there were other factors as well. Furthermore, no
differences were found between state-owned and private listed firms in terms of saving as well as
dividend patterns. The paper adopted a firm level cross country data of 1557 Chinese public
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listed firms and 29330 listed corporations in 51 other countries, including Pakistan. The study
collected the data of 113 Pakistani corporations. Variables of the study include gross savings
over assets, profit to asset, dividend to asset, investment over asset and net saving to asset. The
mean value of gross savings in case of non-state owned firm in China is 0.00 while the mean
score of Asia of the same variable, excluding China, is 0.02.
Whittington (1972) investigated the rates of return of external financing and retained earnings.
Basic data of variables were obtained from the published consolidated audited accounts of
companies which are engaged in manufacturing or distribution businesses in the UK and have a
presence on the UK stock exchange in terms of debt or equity stocks. The sample size consists of
1,955 companies which exist during the period of 1948 to 1960. Variables include profitability
before taxation, dividends or interest, after depreciation, over book value of net assets, growth as
compound annual growth rate of net assets and external growth as annual compound growth rate
at which net assets enhanced due to new external finance. Profitability, growth and external
financing are based on the result of takeovers. A dummy variable was also introduced which
equals to 1 if external grow rate increased by 1% per annum and is 0 otherwise. The results
reveal that retained earnings are likely to be used less profitable than external finance. These
findings were proved when he introduced uncertainty into the model. The study further showed
that the fact of raising funds from market is more important than the amount raised.
The debate of allocating corporate profit between dividend and retained earnings dates back to
the study of Lintner (1956) which argues to drive behavioral relationships of dividend and to
treat retained earnings as residual. Turnovsky (1967) provided a counter argument against the
present studies that retained earnings may be a residual but are still governed by some behavioral
relationship. He estimated dividend equation as well as gross retained earnings equations and
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found that firms strive to find their dividend more urgent but the result is not statistically
significant. Second, last year gross profit in the retained earnings equation is significantly
negative while positive in the current year level, indicating that it changes the profits and current
level which ultimately determines as how much should be retained by the corporations. Thirdly,
retained earnings are determined by the transitory components of profits. Furthermore, the study
also revealed that retained earnings are determined by the current profit which is opposite of
dividend decisions. As far as the decision of investment is concerned, no statistically significant
result was found, implying that investments play a minor role in determining the retained
earnings.
Smith (1963) asserted that corporate savings behavior is an unsettled problem on which little
attention has been paid in economic research. He raised two basic questions and strived to find
out solutions of them. He posed that whether cyclical behavior of corporate savings are
important stabilizer and secondly corporate savings behavior in our society affect adversely or
positively in allocating economic resources? It was revealed the rise of retained earnings in boom
period and fall in recessions. As far as the allocation of resources is concerned, the results did not
show any adjustment in corporate savings to demand for long term investment funds.
Loayza, Klaus & Luis (2000) reviewed different studies conducted by different researchers as a
project of World Bank. It shows that private savings in East Asia rose gradually from 1965-73 to
1985-94. It was more that 30% of gross national disposable income and Sub-Saharan Africa
saved less than 15%. Schmidt-Hebbel, Luis and Andres (1996) were among the team of World
Bank to undertake and complete the said project. They analyzed saving, investment and growth
in terms of correlation and causalities. They find the swift growth in some countries especially in
East Asia but the relationship among these variables is not simple to explore. They find causality
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among these variables but in different directions. Saving and investment are correlated because
there is low capital mobility, restriction on large current account imbalances and some common
factors that move forward both variables in the same direction.
Leff & Kazuo (1975) formulated a simultaneous equation model for savings in developing
countries. As a sample, they collected the data of five countries namely Brazil, Costa Rica,
Israel, the Philippines and Taiwan. These countries were selected due to diversity with respect to
development experience and country size. Data of Gross National Product, Consumption, Gross
Domestic Investment, Export and Import of real sector were collected from the data base of
World Bank during 1952-69. The results revealed that steady state savings rate should
significantly increase if countries face higher rates of income growth. The model is appropriate
for all sampled countries except for Israel. Because of intense security condition, the authors
developed another model incorporating defense expenditure into it.
Khan and Eric (1993) investigated the relationship between foreign aid, domestic savings and
economic growth for Pakistan. Economic assistance receipts were taken as a proxy of foreign aid
as independent variable while domestic savings and economic growth were taken as dependent
variables. Besides, some control variables like home remittances, real rate of interest, growth rate
of per capita income foreign grants and FDI were also incorporated into the model. The results
reveal that foreign aid has a negative sign with statistically insignificant beta. The author also
made second model in which foreign aid played a pivotal role to determine the behavior of
savings in Pakistan.
Aron & John (2000) developed a model of household and corporate savings behavior in South
Africa covering the period of 1960 through 1997. The model of corporate savings explained that
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due to rise in inflation during 1960s and late 1980, corporate savings increased. While the
decline in the inflation in the 1990, corporate savings again showed upward trend due to high
real interest rate and liberalization of consumer credit markets. This savings was not affected by
the change in the personal tax rate on dividends. South Africa is the country where government
savings were in the declining position during 1980s. Because of this fall, the country’s domestic
savings declined in the same time period. High corporate savings maintained the private savings
level in the reality of decline in household savings. Private savings accelerated corporate savings
until the mid-1970s when corporate savings increased sharply.
3.2 Retained Earnings and Stock Prices
Harkavy (1953) went on another side of retained earnings and investigated its
relationship with stock prices of large listed firms in the U.S. The study revealed that there is a
positive correlation between average dividend earning ratio in gas and electric firms until 1944.
This asserts the views that the higher the proportion of earnings paid as dividend, higher the
stock price. It was also argued that there is a negative correlation between price earning ratio and
dividend earning ratio. Result shows positive correlation between them for the Cowles
Commission Chemical Index. Retained earnings of 450 companies were also analyzed in terms
of their market stock price appreciation during 1942-51. The findings revealed that companied
retained high amount of their earnings, showed greater price appreciation.
Diamond (1967) studied the impact of dividend and retained earnings on the stock price during
1961 and 1962. The findings suggest that within experienced payout ranges the market has
somewhat little preference for a dollar of retained earnings for moderate to bright growth
potential firms. While for mature firms, a dollar of dividends is preferred by the market. Data
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was collected from McGraw-Hill, consisting of real and financial variables of 255 firms grouped
in eight different sectors.
Srivastava (1968) examined the effect of retained earnings on stock price in India and found no
significant results. The study was conducted while taking six different industries of India like
cotton, tea, electricity, sugar, coal and paper for the year 1961. According to results, investors do
not consider retained earnings while buying shares of the company which contradicts the
previous research of the western studies.
Schworm (1980) examined the impact of capital market imperfections on the capital
accumulation by firms. He proposed a model in which firms do not have option to borrow money
and issue new debt. There is only one financing option for firms and that is retained earnings.
This restriction of the model shows that firms cannot take up profitable projects due to
unavailability of external funds to obtain. Furthermore, this restriction was relaxed and the result
was unchanged. In both of the cases, retained earnings permit the firm to borrow more money
from shareholders. Instead of issuing new shares, corporations retain their earnings with the
objective of appreciation in the existing equity.
Fisher (1961) studied the impact of dividends, undistributed profit of firms and the size of the
company on stock price. Data of five cross sectional samples were collected from London Stock
Exchange during 1949 to 1957. A linear model of dividends and undistributed profit is proposed
with the share price with a proper justification. The author argues that retained earnings allow the
firm to enjoy freedom in terms of funds it can exploit for innovation and develop new markets.
Large current retained earnings are the indicator of healthy dividends in the future. Empirical
findings of the study reveal that last year dividend and last declared undistributed profit
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considerably explain the variation in stock price of the current year. Adding the last year retained
earnings into last year dividends improve the results. Furthermore, the results were stable from
year to year which is different in this study as compared to other similar studies. The past growth
in dividends tends to indicate future prospects and the effect is nominal and uncertain. The
inclusion of size of the company further improves the results.
Levine & Sara (1998) investigated the relationship between stock market development measures,
banking development and long run economic growth. Findings revealed that all are positively
correlated with future economic growth, capital accumulation and productivity growth. Data of
the study was collected from the website of World Bank. Stock market development indicators
with world equity market were based on CAPM and APT models. Stock market development
indicators include Size of the market explained as market capitalization over GDP. Market
Liquidity was calculated from two ways as Turn over divided by the value of listed domestic
shares and Value Traded over GDP. International Integration was also measured through CAPM
as well as APT. Volatility of stock return was measured as 12 months rolling standard deviation.
For banking development, the study takes bank credit measured as value of loans provided by
commercial and other banks to private sector divided by GDP. As a growth indicator, they
employed four growth indicators as gross private savings, output growth, capital stock growth
and productivity growth.
3.3 Retained Earnings and Asymmetric Information
Moore (1993) asserted that retained earnings may be an essential pillar of the capital
structure while ex post information asymmetry is present. As uniqueness, collateral, in this
paper, is determined as exogenously, while availability of earnings to retain is endogenous. The
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author argues that credit terms are improved because of it as it serves as a shield to shelter the
lenders from the risk of default. The ability of the borrower to retain the earnings depends on
current profits. Some short-term disturbances to real activities may be disseminated through the
effects of financial market. As the firm reduces its retained earnings, the possibility of relying on
external fund will increase which will in turn increase the probability of credit rationing.
3.4 Savings from other Perspective
When we relate the savings pattern of different countries, we find that countries which
enjoy average GDP per capital growth rate 2.5% or higher, their saving median rate was 24%.
Against this, countries with average GDP per capital growth rate less than 1% showed their
savings rate 16%. This is another way to look at the saving performance of countries. With the
same view point, Rodrik (2000) studied the corporate savings from different perspective. His
paper concluded that any rise in savings seem to be the outcome of economic growth but not a
determinant of it. He revealed that countries which experience saving transitions phase do not
face sustained increase in growth rates. Instead, countries which undergo growth transitions
because of increased domestic investments and improved terms of trade experience with
permanently higher savings rates. Transition is defined as sustained increase in saving rates of
5% or more.
3.5 Corporate Savings and Tax Policy
Corporate savings are major part of the private savings. In the United States, it is about
half of the private savings although there was a decline in the corporate savings during 1980s.
Whether changes in tax policy brings any change in corporate savings and ultimately in private
savings is a debatable question. Poterba, Robert & Glenn (1987) studied the impact of tax policy
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on corporate savings and consequently the effect of corporate savings on private savings in the
United States. The study included savings of non-financial corporations, financial corporations
and foreign affiliates of U.S. firms as corporate saving. A model was developed incorporating
income before interest and taxes, net real interest payments, dividend payments on common as
well as preferred stock and taxes. The results of the model explained that lower profits and high
interest rate were the major factors of declining corporate savings. Furthermore, lower corporate
tax somewhat compensates the decrease, while corporate savings are only compensated by
opposite directions in personal savings. The authors argued that a higher corporate tax rate is the
way to take out free cash flow from corporations and tighten the control of external capital
market over new investments.
Tax policy has been the central of attention in Britain to increase the investment in the country.
Tax incentives were used to shrink dividend and support corporate savings with a view that it
will enhance the investment. A study of the effect of tax policy on the investment behavior in
Britain was conducted by (Feldstein and Flemming, 1971). This study employed the generalized
neoclassical investment function to examine the effects of tax policy on investment during the
period of 1954 to 1967. The results revealed that tax policies alongwith investment allowances
stimulate saving ratio of firms’ earnings which ultimately impact the investment behavior.
Feldstein (1970) in another study examined the impact of changes in the tax incentive through
estimating the magnitude and time profile of it. Theory and empirical evidences suggest that
corporate investment is reactive to changes in retained earnings. If so, then tax policies may have
essential impacts on economic growth and stability. A dividend equation model presented in this
paper was based on the generalizations of the model suggested by (Lintner, 1956). The equation
was estimated with quarterly data from 1953 to 1964. It was found that differential profit
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taxation policy has a considerable consequence on corporate savings. Moreover, elasticity to tax-
induced changes in opportunity cost of corporate savings seems to be extensively higher than the
elasticity with respect to the ratio of maximum possible net profits over gross profits.
Harris & Deen (1999) develop a residual income model to examine whether taxes on dividends
has an impact on the valuation of retained earnings versus contribute equity. While taking the
final sample of 27647 company-years from 1975-1994, the study suggests that dividend taxes
have a sizeable impact on the relative valuation weighs investors assign to equity versus
earnings. Interestingly, this effect differs from the pre 1987 to the post 1986 tax regimes. Collins
& Deen (2000) revealed the empirical evidence that capital gains and dividend taxes reduce the
valuation of the reinvested part of earnings. As against, dividend taxes minimize the distributed
earning (dividend) valuation, but capital gains taxes do not so. Furthermore, dividend taxes
separately reduce the valuation of retained earnings equity. This study obtained the sample of all
domestic firms available on either 1995 or 1998 Compustat primary and research files from 1975
to 1997. Variables of the study consist of year end stock price, reinvested net income, total
common stock equity and dividends, all on per share basis. The final sample was made on
68,283 firm-year observations.
Masulis and Brett (1988) studied the relationship between cash dividend payouts and firm
investments in real assets with a fact of a personal tax disadvantage to dividends. It was shown
that dividend deferral in a benefit to investor who are in positive tax brackets. For these
investors, the required rat of a project acceptance is lower when the project is financed with
internally generated funds. This confirms that investment decisions depend on the source of the
funds. Moreover, unlimited dividend deferral is costly as it seeks a firm either to invest in a
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project which have decreasing marginal rates of return or in securities that require payment of
either an explicit tax on stock or an implicit tax on municipal bonds.
3.6 Retained Earnings or Dividends
Broadly, there are three schools of thoughts of dividend policy. First school of thought,
labeled as Gorden Model considers dividend policy has an impact on the firm value. The second
school of thought developed in 1960s suggests that dividend policy is irrelevant because it will
not increase the firm value. The third school of thought has a mix results with positive as well as
negative impact of firm value. Later, Lintner (1956) and Brittain (1964) also supported the first
second school of thought.
Higgins (1972) hypothesized that firms’ dividend policy as opposed to capital gains reduce the
shareholders’ wealth. While employing the corporate dividend-saving model, he argued that
shareholders should prefer capital gains over dividend income in a world of differential taxes and
transactions costs. Moreover, he discussed that firms should adopt a value-maximizing dividend
policy which must reduce the sum of costs involved in distributing the dividend payment among
shareholders.
Dividend payment is assured in years in which firms have not enjoyed profits if they have
accumulated earnings of the past years. In profitable years, the firm may decide to retain all or
some of earnings within the firm. In this scenario, they have an option to announce stock
dividend. Schall & Haley (1983) examined that new and fast growing firms are likely to adopt
the policy of 100% retention of their profits while firms with lesser growth opportunities and low
expansion tend to distribute large portion of their earnings as dividends.
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Thirumalaisamy (2013) discussed about Indian firms’ growth which is, in most of the time,
financed by retained earnings. Cash flow and dividend were the most significant variables to
explain this phenomenon. The data of seven major Indian industries was collected from
PROWESS data base for the period of 1996-2010. Sample firms were selected on the basis of
sales growth which was treated as a proxy of firms’ growth. The study concluded that growth
rate of firms influence the level of retained earnings because firms with low investment
opportunities tend to distribute their profit as dividends.
3.7 Investment in Pakistan
The flows of foreign direct investment as well as domestic investments in GDP remain
slow during 1990s and 2000s. Even the share of domestic investment in GDP was continuously
declining. Most of the time it is argued that investment in a country also depend on FDI and
other remittances. Table 1 shows some facts of the history of investment in Pakistan as
percentage of GDP either in the form of foreign direct investment (FDI) or domestic investment
(GFCF). Examination of the table 1 reveals that there is no relationship between the two
economic variables. If one increases another decreases. Reading the table from top to down, we
come to know that FDI as percentage of GDP increased from 0.61 to 1.03 from the year 1990-91
to 2007-08. GFCF as percentage of GDP, in the same number of years, decreased from 17.30 to
15.55. Besides, each variables show opposite directions every time during the time span of 1990-
91 to 2007-08. For instance, in the year 1990-91 the FDI as of GDP was 0.61 while GFCF as of
GDP was 17.30. In the next year 1991-92, FDI decreased to 0.57 but the GFCF increased to
Table 3.1
Investment as a percentage of GDP
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Year FDI as of GDP Domestic Investment (GFCF)
1990-91 0.61 17.30
1991-92 0.57 17.47
1992-93 0.69 18.69
1993-94 0.68 19.24
1994-95 0.81 17.97
1995-96 1.19 17.03
1996-97 1.46 17.38
1997-98 1.15 16.34
1998-99 0.81 15.04
1999-00 0.84 13.93
2000-01 0.42 16.01
2001-02 0.54 15.84
2002-03 1.15 15.46
2003-04 0.65 15.27
2004-05 1.16 15.63
2005-06 1.97 15.26
2006-07 1.43 15.40
2007-08 1.03 15.55
Source: World Bank (2007)
17.47. Similarly, in the 1994-95 FDI as of GDP was 0.81 and GFCF as of GDP was 17.97. In the
next year 1995-96, the FDI as of GDP increased to 1.19 while GFCF as of GDP declined to
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17.03. Mean values are far from each other, showing for FDI 0.9533 while for GFCF is 16.3783.
Moreover, there is negative insignificant statistical correlation between the two, showing -0.261
insignificant correlation.
1990s was the starting ear where government of Pakistan, with some exceptions, allowed the
same rules to foreign investors as being applied to domestic investors. In the 2000s, investment
policy was based on the principles of privatization, liberal remittances and the like by the
government of Pakistan.
Figure 3.1
Investment as Percentage of GDP
Figure 3.1 above also strong our understanding about no relationship between FDI and GFCF as
percentage of GDP. The magnitude of both of the variables is far from each other. In most of the
time, both variables went on opposite directions.
0
5
10
15
20
25
199
0-9
1
1991
-92
199
2-9
3
199
3-9
4
199
4-9
5
199
5-9
6
199
6-9
7
199
7-9
8
199
8-9
9
199
9-0
0
2000
-01
200
1-0
2
2002
-03
200
3-0
4
2004
-05
200
5-0
6
200
6-0
7
200
7-0
8
FDI as of GDP
Domestic Investment(GFCF) as of GDP
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It gives little evidence that investment in Pakistan is not dependent only upon the FDI but other
sources are also having importance. Out of these other important sources, corporate savings are
the main source of investment in Pakistan or elsewhere.
CHAPTER 4
INSTITUTIONAL FRAMEWORK
4.1 Defining the Propositions
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The preceding chapters discussed relevant previous research about governance, liquidity
and corporate savings. Different objectives were explained where the ultimate objective is to
prove the dependency of gross fixed capital formation on corporate savings. This chapter
elaborates some propositions and their corollaries. All propositions are proved by the derivations,
starting from model 1 to model 4. As discussed in chapter one that corporate governance is an
offshoot of economic governance, the proposition starts with the notion of economic governance.
4.2 State of Economic Governance in Pakistan
Before we start to state propositions, it is imperative to elaborate the governance state in
Pakistan. The expectations of economic achievements are linked with the economic governance
of a country. Quality of economic governance along with capacity of institutions for decision
making is the means to achieve this goal to an economy. Pakistan is a country which faced
macro-economic instability because of the poor governance with continuing decline in the
institutional capacity. The implementation of goals of economic governance requires a long
period of time whereas elected governments have a short time span. Every new elected
government designs new policies and as the time comes to get them implemented, it has to step
down before the completion of its time.
Institutions in a country require a long time to foster. All new and feasible projects, taken by
institutions are spread over a long period of time. Their impacts are seen with a substantial time
lag. Frequent changes of political governments made this situation worsened. Therefore,
corporations start practicing of governance which is not in line with the rest of stakeholders.
Ownership concentration is common in Pakistan. Financing decisions may be hijacked by the
CEO-owner dual role. Any resource of the firm may be in use by a director. For instance, excess
85
level of cash may be used to undertake projects to ignore the monitoring by external
stakeholders. Liquidity position of the company may be destroyed to increase the personal
expenses of directors and the like. Some but not all of these type of problems are being raised in
the following propositions.
4.3 Propositions
The intention of the study is to evaluate factors that ascertain the development in the
country through increased investment. This is being proved through a theorem. It begins with the
measurement of corporate governance practices being implemented by listed organizations in
Pakistan. Salaries and other perquisites of CEOs over capital are taken as the proxy of corporate
governance. There is government as well as private-owned firms in the oil & gas sector of
Pakistan. Governance structures of both of the firms are different. To distinguish these
differences, we take a dummy variable which equals to one if the firm is government-owned and
0 otherwise. In firms, ownership is very much concentrated which hinders the performance of the
company. Financing as well as investing decisions are made to favor this ownership. The choice
of debt of a firm is a strategic decision which must be taken by the board of directors. According
to trade-off model, debt must be taken into consideration after the careful analysis of the benefit
of debt against the cost of debt of agency problem. Pecking order theory assumes that retained
earnings are the good mode of financing before the debt is used. Because retained earnings are
cheap to use in any investment projects, debt is the second priority as it carries some costs.
Furthermore, debt also increases the agency cost in terms of monitoring and control. As
concentrated ownership distorts the corporate governance, it may be assumed that these issues
are ignored.
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Then it proves that bad corporate governance is the cause of hike in circularity debt in the
economy. Failure of some corporations like Enron and others conveyed the importance of good
institutional framework. The choice of capital structure may be influenced by the institutional
setting and firm specific uniqueness. Growing firms are normally financed by equity as they do
not have cash flow problem. They accumulate retained earnings and invest them as needed
instead of using the options of debt or stock issue. While mature firms employ the option of bank
financing as they have good access (Shleifer and Vishny, 1997). The oil & gas sector has been
facing the catastrophe of circularity debt for many years. It emerges when one firm does not pay
its liabilities to second firm. As a result, the second firm also fails to pay off its debt to the third
firm and so on. This results in the accumulation of circularity debt as one party is to receive its
payment and second is to pay its obligation. This issue may be resolved when serious efforts are
made to improve the governance state in these firms. Instead of having a large portion of
available cash flows, companies do not pay this short term liability. Increase in credit sales also
further raises these receivables. It is hypothesized that if this liquidity problem is resolved
through better corporate governance, then firms will be able to make retention decision to
capture the growth opportunities available in the market. This decision of corporate savings will
improve the investment position of the country in the form of gross fixed capital formation. All
these discussions are summarized in the following propositions.
4.3.1 Proposition 1
Firm specific factors explain corporate governance practices.
Firm specific factors include type of the organization (ORGTYP), ownership concentration
(OWNCONCT), log of capital (LOGCAP) and distribution of Assets (CAFA).
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CAFALOGCAPOWNCONCTORGTYPCG 43210 [4.1]
Where is the parameter
This proposition leads to the following corollaries.
4.3.1.1 Corollary 1
Public sector ownership of a firm affects the pattern of institutional governance.
The corollary (1) explains that firm specific variables- type of organization determine the
governance practices. The governance practices may differ in the fully private organization from
the public sector organization.
The institutional settings of government and privately owned firms are different. Governance is
weaker in government-owned corporations as compared to privately-owned firms. Salary and
other perquisites of CEOs in government corporations are higher as compared to the IPPs in
private sector due to political influence in public sector.
4.3.1.2 Corollary 2
Ownership concentration distorts the corporate governance practices.
The higher concentration of ownership may derail the goal of value maximization of a firm. The
value of a firm has a direct relation with the wealth of shareholders. The role of directors in
highly concentrated firms may force the management to pay personal expenses of directors in
indirect ways. The entertainment cost, travelling, special benefits and cost of living allowances
may be included in these personal expenses. It is the additional agency cost paid by the highly
concentrated firms. It is obvious that directors may save their personal income by shifting the
personal expenditures in firms’ accounts. The personal savings of the directors increase their
88
personal wealth and this practice may create a dichotomous between the directors and
shareholders’ objectives.
The probability of such practices is higher in small firms as compared to the large firms. In
global comparison and categorization of companies in Pakistan, the majority of companies in the
energy sector is classified as small firms.
4.3.1.3 Corollary 3
The combination of debt and equity plays a pivotal role in determining the governance
practices.
A high leverage firm will force the company to reduce its expenditures. The increment in salaries
and fringe benefits are included in these expenditures. The firm has to pay interests on its debt
liabilities and the redemption of liabilities will also affect the liquidity of the company. It is
obvious that to manage the financial resources, a firm has to scarify its liberty to increase the
expenditure on payments of fringe benefits to the directors of top level management. Therefore, a
negative correlation may be assumed between the governance practices and leverage ratio of a
firm.
4.3.1.4 Corollary 4
High amount of current assets lead to higher expenditures on top management.
The higher proportionate of current assets in the total assets of a company will lead to more
liberty to the directors and top level management to increase their salaries and other benefits. If
large part of the capital is invested in the form of fixed assets, it will restrict the liberty to
89
increase in the expenses on salaries and benefits. Higher magnitude of current ratio can be
transformed into cash either by recovering of receivables or sale of inventories.
4.3.2 Proposition 2
Good corporate governance leads to better liquidity management in a firm.
Circularity debt (CD) is the proxy of liquidity
LOGSALESTCAPEXPTNASCFTNASTLOGLTDCGCD 543210 [4.2]
By incorporating model 1 into it, we have;
LOGSALESTCAPEXPTNAS
CFTNASTLOGLTDCAFALOGCAPOWNCONCTORGTYP
54
324321010 )(
So we have
LOGSALESTCAPEXPTNASCFTNAST
LOGLTDCAFALOGCAPOWNCONCTORGTYP
543
214131211100
While CG is the predicted values of corporate governance taken from model 1
Where and β are the parameters
Followings are the corollaries of the model 2
4.3.2.1 Corollary 1
Circularity debt problem can be mitigated by good corporate governance practices. It will
lead them to take decisions, for instance leverage, which is aligning with all the shareholders of
the firm.
4.3.2.2 Corollary 2
90
Decisions of board of directors like investment in fixed assets, management of cash flow
and growth in sales are very much related to liquidity management.
4.3.3 Proposition 3
Better liquidity management leads to retention decisions (LOGRE) by the managers.
ROECDLOGRE 210 [4.3]
CD is the predicted values of circularity debt taken from model 2. By incorporating model 2 into
it, we have;
ROELOGSALESTCAPEXPTNASCFTNASTLOGLTD
CAFALOGCAPOWNCONCTORGTYPC
25432
14131211010
)
(
So we have
ROELOGSALESTCAPEXPTNASCFTNASTLOGLTD
CAFALOGCAPOWNCONCTORGTYPC
251413121
141131121111010
Let 010 C = C1
Because this is constant or intercept of the model
ROELOGSALESTCAPEXPTNASCFTNAST
LOGLTDCAFALOGCAPOWNCONCTORGTYPCLOGRE
2543
214321111
)
()(
ROELOGSALESTCAPEXPTNASCFTNAST
LOGLTDCAFALOGCAPOWNCONCTORGTYPCLOGRE
2543
24321111
]
)([
Where is the parameter
Therefore, retained earning is an exponential function to measure.
91
)])([(
2543
24321111ROELOGSALESTCAPEXPTNASCFTNAST
LOGLTDCAFALOGCAPOWNCONCTORGTYPC
eRE
Followings corollaries have been established based on above derivation.
4.3.3.1 Corollary 1
Corporate savings will be a function of good liquidity management and equity earnings.
4.3.3.2 Corollary 2
Firm specific variables will escort the corporations to make decisions which can reduce
the agency conflicts.
4.3.4 Proposition 4
A higher level of corporate savings will lead to higher investment in the country.
Total investment in the country is Gross Fixed Capital Formation (GFCF) and corporate savings
is retained earnings (LOGRE) by corporations.
LOGREGFCF 10 [4.4]
Where is the parameter
And RE equals to
)])([(
2543
24321111ROELOGSALESTCAPEXPTNASCFTNAST
LOGLTDCAFALOGCAPOWNCONCTORGTYPC
eRE
That’s why
)])([(
102543
24321111ROELOGSALESTCAPEXPTNASCFTNAST
LOGLTDCAFALOGCAPOWNCONCTORGTYPC
eGFCF
92
4.3.4.1 Corollary 1
Development in terms of macro level investment in a country depends on corporate
savings by corporate sector.
4.3.4.2 Corollary 2
Firms with good corporate governance practices will lead in the macroeconomic
development in a country.
4.4 Basic Assumptions of the Model
1. There are only two types of firms i.e. public limited and private limited.
2. Investment of retained earnings must be utilized in either merchandise inventory and/or
fixed assets.
3. Good corporate governance practices in necessary to achieve the objective of firms.
4. All firms in the market are levered.
Table 4.1
List of Abbreviations of Variables
S.NO. Variable Description
1 CG Corporate Governance
2 ORGTYP Type of the Organization
3 OWNCONCT Ownership Concentration
4 LOGCAP log of Capital
5 CAFA Current Assets divided by Current Liability
6 CD Circularity Debt
7 LOGLTD Log of Long Term Debt
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8 CFTNAST Cash Flow to Net Assets
9 CAPEXPTNAST Capital Expenditure to Net Assets
10 LOGSALES Log of Sales
11 LOGRE Log of Retained Earnings
12 ROE Return on Equity
13 GFCF Gross Fixed Capital Formation as Macro
Level Investment in a Country
CHAPTER 5
RESEARCH DESIGN AND METHODS
5.1 Data and Variables
This research is aimed at studying and exploring the dependency of investment in a
country on the corporate savings through a theorem. This is systematically examined through a
derivation of four interlinked theoretical models. First, it is aimed at studying and exploring the
dependency of corporate governance on some exogenous explanatory variables in the context of
energy sector of Pakistan as well as other companies facing the liquidity problem in the form of
circularity debt. It also aims to reveal the problem of circularity debt through corporate
94
governance and some other control variables. In other words by taking corporate governance as
endogenous as well as exogenous variable, it intends to explore the area of corporate governance
in a developing country like Pakistan and tries to address the problem of circularity debt. The
research also intends to present the dependency of retained earnings on liquidity and earnings of
firms. Finally, the research is extended to check the impact on the total investment of the country
through corporate savings.
In order to achieve these objectives, secondary data was collected through audited annual
accounts of sampled companies. Besides, companies in the energy sector of Pakistan, PIA,
Pakistan Steel Mills, Pakistan Railway and others are companies which are facing the
phenomenon of circularity debt. Except the PIA, no data is available for rest of the companies as
they do not disseminate their financials to the public. In order to separate government-owned
firms from IPPs, firms with more than 60% shares are assumed to be government owned. Data
of Gross Fixed Capital Formation (GFCF) as the proxy of total investment in the country was
collected from various issues of the economic survey of Pakistan. Data collected from these
sources was then analyzed and interpret with the support of literature. There is much literature
available, explaining the phenomenon of governance. Most of them were studied in the context
of developed economies. Very little efforts were made to explore the area in developing or third
world countries. This research is a value addition in the literature of economic governance
particularly in Pakistan as the circularity debt issue only exists in Pakistan.
This chapter exhibits research design and methods used in studying the objectives of the study. It
illustrates the theoretical models, primary propositions, sample, method of data collection,
measurement of variables and statistical methods for data analysis employed for empirical
95
investigation carried out in this study.
5.2 Theoretical Model of the Dissertation
As discussed above, the ultimate objective of the thesis is to systematically prove the
dependency of total investment in the country on retained earnings by corporations. The
responsibility of social as well as economic development has now been partially shifted from
government to private sector. It is, therefore, imperative to recognize the importance of
corporations in order to attract more investment in the country. The theorem starts from the
premise that corporate governance, as one offshoot of the economic governance can be explained
by firm specific as well as some exogenous variables. Any change in any of the exogenous
explanatory variable will automatically change the corporate governance settings, and hence
economic governance.
The second part explains the causes of circularity debt which results the liquidity problem among
firms. These causes are exogenous variables along with the predicted values of corporate
governance taken from the first model. It is hypothesized here that corporate governance can
mitigate the problem of rising circularity debt exist in the economy.
The third part attempts to examine that retained earnings by corporations is a function of equity
earnings and the predicted values of liquidity taken from the second model. It must be kept in
mind here that predicted values of liquidity also include predicted values of corporate
governance. Therefore, it must be interpreted within the context of corporate governance.
Finally, corporate savings is assumed to be a predictor of total investment of the country. Since
all part of the model is interlinked with each other, corporate savings cannot be viewed
separately. It is systematically deduced through a derivation sated in chapter 4.
96
5.3 Variable Explanations
5.3.1 Dependent variables
5.3.1.1 Corporate Governance
It is practically experienced in Pakistan particularly and the world, in general, that the
corporate governance practices in organizations differs significantly. In every country, there are
companies which are being operated with different ownership structure, capital structure, board
size, number of independent directors and the like. Because of these variations, it becomes
thorny to predict the companies’ future outlook. Millar, Tarek, Chong and Brian (2005)
confirmed these variations which occur as a result of differences in institutional arrangements
connected to business systems. These differences were also confirmed by Aguilera and Gregory
(2003) and concluded that institutional differences matter by their capacity to support different
modes of interaction among stakeholders at the firm level.
In proposition 1, corporate governance is taken as dependent variable. This equals to the ratio of
salary & other perquisites of executive officers of the corporations over capital.
This is also given in the equation 1 below.
Capital
PerqsSalCG
& [5.1]
Where:
CG = Corporate Governance Sal & Perqs = Salary & Other Perquisites of Executives Officers Capital = Long term debt plus equity
97
The basic premise behind this variable is the notion that salary and other perquisites of
management should not increase with relation to raise in capital. If we deeply look at the
component of capital, we can realize why the executives’ compensation is practically linked with
capital. Below is the logical tree of capital.
A firm’s financing choice is a strategic decision which involves board of directors. Since the
board does not run the business operations, it only supervises the management in order to
achieve the business’s objectives. The performance of management is directly linked with firm’s
performance in terms of market values. Picou and Michael (2006) proposed that market price in
terms of stock price arise as corporations announce the consent to implement corporate
governance guidelines. Volpin (2002) documented that firm performance in terms of Q is smaller
where controlling shareholders are among top executives.
Figure 5.1
An Econometric Model of Corporate Governance and Circularity Debt
CORPORATE
GOVERNANCE
TYPE OF ORGANIZATION
OWNERSHIP
CONCENTRATION
CAPITAL
DISTRIBUTION OF
ASSETS
CIRDULARITY DEBT /
LIQUIDITY
CORPORATE
GOVERNANCE
LONG TERM DEBT
98
CASH GENERATED
DURING THE YEAR
CORPORATE ASSETS
SALES
CORPORATE SAVINGS
CIRDULARITY DEBT /
LIQUIDITY
ROE
MACRO LEVEL
INVESTMENT IN THE
COUNTRY
CORPORATE SAVINGS
Figure 5.2
Logical Tree of Capital
\
CAPITAL
Short Term
Debt
Long Term Debt Equity
A/C
PAYABLE
ACCRUALS BANK
LOANS BONDS RETAINED
EARNINGS
SHARES
99
If this market value increases in the form of equity, the salary and other perquisites must increase
proportionately. This depicts good corporate governance practices. When firms strive to
maximize their market values while increasing short term or long term debt, the management’
salary and perquisites must not increase. If so, it reflects bad corporate governance practices.
According to pecking order theory, debt is the first priority of firms after retained earnings to
increase the market value. This must be directly negatively linked with the perquisites of
management. Therefore, there is negative relationship between the debt issue and perquisites of
management in the pecking order theory. Trade-off theory suggests that managers must be aware
of the benefit and cost of enhancing debt. It is evidenced that debt increases the chances of cost
of bankruptcy while giving the opportunity to enjoy the tax benefit. This advocates that there is a
positive relationship between issue of debt and perquisites of management as they must ignore
projects of having high cost and less benefit of using debt. Elayan, Jingyu and Thomas (2008)
carried out a research and have taken total compensation over total assets and equity based
compensation to total compensation as a proxy of management compensation. Results revealed
that CEOs enjoy a major portion of their pay in form of equity based compensation.
The first proposition includes exogenous variable like type of organization, concentration of
ownership, capital and distribution of assets calculated as a ratio of current asset to fixed assets.
It is deduced that CG practices varies with the differences in the ownership concentration. The
requirements of capital depend upon the decision of board which may or may not be hijacked by
CEO duality. Ownership concentration in Pakistan is very high as most of the big shareholders
are family members (Javid and Robina, 2010). Table 5.1 below shows some statistics of
ownership concentration in Pakistan. As shown, there are companies where more than 50 percent
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shares were held by top three shareholders and more than 62% by top five shareholders during
the period of 2003-2007.
Firms’ investment and financing policy are affected when ownership is concentrated. Because of
the domination in the board, they may take decisions which are not in the benefit of other
shareholders. The proposition 1 illustrates the combined effects of ownership concentration
alongwith capital structure choice of firms when corporate governance is measured as the ratio of
salary & other perquisites of executives to capital. Type of organizations reveals whether the
firm is state-owned or privately-owned.
5.3.1.2 Circularity Debt
The issue of Circularity Debt in the power sector of Pakistan becomes crucial at present.
It occurs when one party does not pay its obligation to another because of cash flow problem.
This affects the cash flow of other party in the supply chain which holds the cash of other part ies,
resulting crisis in operations. Circularity Debt is taken as a proxy of liquidity. It takes the value
of 1 if the firm faces the problem of circularity debt and zero otherwise. Because of the binary
dependent variable, logit model is applied here.
Table 5.1
Ownership Concentration of 50 Random Companies of Pakistan for
2003-2007
Mean Median Minimum Maximum S.D
T3 52.0 50.70 2.5 96.8 21.0
T5 62.39 64.23 3.5 99.00 21.17 T3: Percentage of ownership shares held by top three shareholders T5: Percentage of ownership shares held by top five shareholders.
Source: (Javid, 2010)
It is hypothesized that circularity debt arises because of poor corporate governance. Zheka
(2007) suggested positive relationship between improved liquidity position and good corporate
101
governance practices. García-Teruel, Pedro and Juan (2009) found inverse relation between
accounting accruals quality and the cash level by firms.
5.3.1.3 Retained Earnings
The decision of retained earnings reflects the capital structure policy of firms. This
internal financing ratio during 1970-1985, was 100% in the non-financial firms of the UK. In the
US, this ratio was 85% while around 60% in Japan. Firm in Pakistan showed 58.3% in the same
period (D’Souza, 2000). Firms with high amount of circularity debt tend to hold high percentage
of earnings to efficiently run the business operations. Table 5.2 illustrates the percentages of
internal financing ratio of top 50 manufacturing companies in different countries.
Table 5.2
Financing of Top 50 Listed Manufacturing Companies
Period Country Internal Finance
Long Term
External Finance
Equity
Average
External
Finance Long
Term Debt
Change in
Internal Finance
1980-87 Korea 12.8 40.3 45.4 7.6
1980-86 Pakistan 58.3 12.3 16.1 -4.6
1980-87 Jordan 5.8 84.1 16.4 -24.1
1983-87 Thailand 17.3 Na Na 23.1
1984-88 Mexico 17.1 76.0 2.9 14.9
1980-88 India 36.1 11.0 45.6 -12.6
1982-87 Turkey 18.1 60.5 15.5 13.2
1983-87 Malaysia 42.4 31.4 2.1 -7.7
1980-88 Zimbabwe 58.5 43.0 0.0 16.8
Source: Singh and Hamid (1992), Table III. 10, p 43.
Corporate savings cannot be considered as bad signal to investors. It is a step ahead to improve
the investment position of a country and hence the GDP. An increase in investment in a country
boosts the production which ultimately led the GDP to improve. Companies in developed
102
countries retain a large portion of their earnings in order to cope with new opportunities available
in the market. Figure 5.3 shows two of them.
Both of the giant counties have increasing trend in corporate savings over the period of 2000
through 2012. As the time passes, GDP also improved.
5.3.1.4 Gross Fixed Capital Formation (GFCF)
Formerly known as gross domestic investment, covers the investment in fixed assets of
the economy as well as net changes in the inventory level. Fixed assets comprise plant,
machinery, land improvement, equipment, and construction of road, railways, schools, hospitals,
and private as well as commercial buildings. Inventories include stocks of goods taken by firms
to meet day to day fluctuations in sales, production or work in progress.
Figure 5.3
Corporate Saving Rates
103
Sources: National Bureau of Statistics of Chnia, United Nations Statistics Division
Empirically, society, as a whole, does not take quick benefit out of it but contribute in making
goods as discussed above to largely increase the efficacy of productive endeavor. It is confirmed,
through the economic theory and experience that the differences in the economic development as
well as growth are intertwined with the differences in the composition level of capital stock. This
capital stock is buildup by the capital formation accumulation. Thus, economists have been using
the estimation of capital formation and capital stock to analyze the results of productive activity.
As compared to developed countries, developing countries like Pakistan have shortage of capital
and natural resources. Therefore, the central problem in these countries is the accumulation of
capital formation. The thesis is aimed at confirming the dependency of GFCF on corporate
savings. All of these stated investments in the country are made either by state-owned or private-
owned firms. An increase in retained earnings by firms can boost the capital investment in the
104
country. Figure 5.4 below depicts the history of GFCF in Pakistan over the period of 1960 to
2011. Increase in the investment in GFCF started somewhere in 1982 and reached at its peak in
the year 2011. Consistent increase shows the interest of government in this respect as shown in
table 5.2, almost 58% of the investment in Pakistan came from internal financing.
Figure 5.4
Gross Fixed Capital Formation History in Pakistan
5.3.2 Firm Specific Explanatory Variables
5.3.2.1 Capital
Trade-off theory suggests that firms have optimal capital structure that comes from the
tradeoff between the tax shield savings and agency cost of debt (Jensen and Meckling, 1976).
This balance may be affected if owners of the corporation have political contracts outside the
company. With the passage of time firms make adjustments in their leverage from the estimated
level to desired level which largely depends on the effectiveness of corporate governance
systems (Zheka, 2007). Firms should strive to create such a governance environment where
managers make decisions for the capital structure while keeping the best interest of all
105
shareholders in mind. The agency theory of capital structure proposes that growth firms normally
employ lower debt level because they face the risk of agency conflicts between the equity and
debt holders. Shleifer & Vishny (1997) found that growing firms have a propensity to rely more
on equity than debt. With the assumption of presence of corporate governance, Majumdar and
Pradeep (1999) examined the relationship between debt level and firm performance. There was
negative relationship between the two stated variables as most of the funds suppliers in India are
government-owned institutions, suggesting the reforms of corporate governance phenomenon.
Firms having excellent growth opportunities should move up outside financing to get bigger and
get it optimal to progress their corporate governance. The fundamental notion is that superior
governance and good protection of minority shareholders tend to lead lesser cost of capital.
Debt plus equity, hence refer to as capital, is taken as an explanatory variable to predict
the governance state of firms in the energy sector of Pakistan. The choice of capital structure
depend whether the firm is privately owned or government owned. Generally, government
owned firms are more financed by debt. Privately owned firms may use more debt if they are
matured in the market.
5.3.3 Exogenous Variables
5.3.3.1 Type of Organization
Corporate governance structure of government organizations differs from public limited
firms in private sector. Government interventions as well as political interest are evidenced in the
106
government-owned firms. Whereas, private limited firms are operated by different organizational
structures and environment. The binary variable, type of the organization, is taken as explanatory
variable to predict the governance state of companies. The data takes the value of 1 for
government organization and zero otherwise. As already stated above, the ratio of dependent
variable is assumed to be higher in case of government-owned firms; the dummy variable will
verify this assumption.
5.3.3.2 Ownership Concentration
Board of directors is assumed to play a pivotal role in corporate governance, particularly
in monitoring the top management team. Directors are believed to look into the actions of
management, confer advice and veto poor decisions. This proxy is taken as the number of shares
held by directors. It may be assumed that directors are in line with the objective of the
shareholders. If so, then they should have smaller number of shares so that ownership becomes
dispersed. Holding of larger part of shares by directors is a signal of weak corporate governance.
The ownership concentration is negatively related to quality of corporate governance practices.
Laidroo (2009) found significant negative relationship between public announcement disclosure
quality and ownership concentration and foreign ownership while positive relationship with
institutional ownership. Agency problem arises from the ownership concentration and executive
compensation by having insider ownership, top management pay mix and institutional holdings.
We attempt to control this agency problem through ownership concentration. Jensen and
Meckling (1976) recommend that in the presence of ownership separation and control, managers
have power over firms’ resources and use their power to follow actions that can directly or
indirectly confiscate wealth from other shareholders and stakeholders. Shleifer and Vishny
(1997) recommend that major shareholders or block holders play an important role to resolve
107
some of the agency problems faced by firms. For instance, they can mitigate the free-rider
problem, minimize the managerial opportunism and perform a monitoring function. Chen, Itay
and Wei (2008) recommended that directors own larger number of shares where benefit from
monitoring is likely to be higher in case of control mechanisms lacking. On the contrary, they
own less number of shares where institutional shareholdings are high.
5.3.3.3 Distribution of Assets
Investment decisions of firms are monitored by the board of directors. Firms with greater
growth opportunities emphasize investment more in research & development and plant &
equipment. Instead, carrying heavy amount of cash and other current assets lead the firm to be
monitored by external shareholders and other interest groups. According to pecking order theory,
firms give priority to retained earnings in case of investment in fixed assets. If all or major part
of the profit is distributed among shareholders then debt issue is preferred over stock issue. As in
case of Pakistan, most of the firms do not pay or pay lesser amount of dividend and retained a
large part of profit. This profit is reflected in the form of investment in fixed assets, including
purchase of land, building and machinery. Firms with concentrated ownership are not governed
by the board of directors but some family members who are the members of the board. They
make investment decisions which are in the best interest of some controlling shareholders at the
cost of large dispersed shareholders. Current assets to fixed asset are taken as the proxy of
distribution of assets by firms. An increase in this ratio, due to high investment in current assets
as compared to fixed assets, will lead the conclusion of bad corporate governance practices
within the firms, as our model assumes no investment or lesser investment in current assets and a
great amount of investment in fixed assets. Decline in this proxy means that investment decisions
are made in the best interest of shareholders.
108
5.3.3.4 Long Term Debt (LTD)
Total value of debt is not a good indicator of whether the firm is at default risk in the
future. It also does not mirror interest cost liabilities as it includes accounts payables. They may
be used as transaction purposes than financing (Bevan & Danbolt, 2002). Williamson (1988)
proposed that debt and equity are two governance structures than the financial instruments.
Therefore, LTD is taken instead of total amount of debt. Having a long term debt in the capital
structure restricts the company to hold payments of others. It also means that the firm must keep
some amount aside to repay the debt with interest on the promised period. Cost of debt may also
be a concern to firms. The optimal level of leverage is achieved when marginal costs of debt is
offset the marginal benefits which ultimately lead to maximize the firms’ value (Jensen, 1986).
Klock, Sattar and Willam (2005) documented the lower cost of debt if management rights are
strong and high if the shareholders rights are strongest. In case of Pakistan, shareholders rights
are ignored and concentrated ownership does not let managers to make financing decisions. As a
result, the cost of debt depends upon the relationship with banks.
Debt can produce value by allowing the management the prospect to gesture its motivation to
distribute cash flows and to be observed by lenders. Consequently, we also incorporate leverage
as an added control device. Conversely, it must be kept in mind that the argument that debt can
make sure good corporate governance is significantly weakened with having the reality that
retained earnings are essential source of finance for companies. Typically, as discussed by
Hellwig (1998a), large firms do not have to face nuisance in meeting their debt payments. Both
pecking order and free cash flow theories predict negative relationship between leverage and
cash holdings by companies. It is assumed here that long term debt may be a cause of pilling up
the circularity debt in the economy.
109
5.3.3.5 Cash Generated during the Year
Efficient firms generate positive cash flow from operations which transfers optimistic
signals to stock markets. Firms’ future investments largely depend on positive cash flows. If
most of this cash is used to finance the assets of the company, the resulting cash will be
insufficient to meet the short term obligations. This results in hike of circularity debt. It is
hypothesized that as the ratio of cash flow to noncash assets increases, the circularity debt also
rises. Al-Amarneh (2013) investigated the determinants of cash holdings of industrial firms in
the Jordanian firms. The study included cash flow to net assets as one of the determinant of
firms’ cash holdings. Findings revealed that cash flow positively affect the cash holdings of
companies, confirming the pecking order theory. Pecking order theory suggests a positive
relationship between cash holdings and cash flows. Trade-off theory explains the phenomenon as
negative relationship between them. Companies in the supply chain hold the payment of others
and hence accumulate their cash. Harford (1999) assumed in his research that mangers of excess
cash firms use their discretion to undertake value decreasing investment projects. Jensen (1986)
documented the theory which suggests the benefits of debt to reduce the agency costs of free
cash flow. Particularly, when firms generate generous free cash flow, the conflict among
shareholders and managers become cruel.
Theoretically, firms which are generating large amount of cash flow from operation must not
face the circularity debt problem. In Pakistan, most of the firms in the energy sector have a
problem of circularity debt in spite of a large portion of cash flow from operation, appearing in
the financial statement of the company. This leads to a conclusion of bad corporate governance
practices in the energy sector of Pakistan. Table 5.3 below gives some highlights of this fact for
some big companies in this sector. An increase of more than 100% can be seen in the table 3.4.
110
Among them, KESC, SSGC, OGDC and PPL are the companies where circularity debt problem
exists, instead of having a huge cash flow from operations.
5.3.3.6 Corporate Assets
Investment in fixed assets by corporations is a cash outflow which may augment the
problem of circularity debt in the economy. Firms always have a priority of disbursing cash to
many resources. Most of the firms in the Energy sector of Pakistan are privately-owned. They
are supposed to have a hawk eye on the long term growth opportunities exist in the market.
These opportunities may lead the firm to diversify their business. Kochhar and Michael (1998),
by using 3SLS, revealed that unrelated diversification is financed by debt while related
diversification is financed by equity.
According to pecking order theory, firms set priorities for financing decision. Debt is the second
priority after retained earnings. Brounen, Abe and Kees (2004) examined the financial practices
of European countries through a survey and found the pecking order theory as an important
factor. It is hypothesized that firms avail these opportunities either related or unrelated
diversifications and increase their investment in fixed assets, resulting to hold the payment of
other parties in the supply chain, thereby increase the payable in the form of circularity debt.
Table 5.3
Cash Flow from Operations of some big companies in the Fuel & Energy Sector of
Pakistan
Name of Company Year CFFO (Rs.)
Karachi Electric Supply Corporation
2005 4,303,880
2011 10,077,433
Mari Gas Company Ltd 2005 1,444,613
111
2011 2,527,117
OGDC
2005 40,176,724
2011 67,924,141
Sui Southern Gas Company Ltd
2005 2,740,166
2011 13,097,157
BYCO Petroleum Pakistan
2005 27,375
2011 3,186,089
National Refinery Ltd.
2005 4,935,342
2011 12,497,013
Pakistan Petroleum Ltd.
2005 10,081,794
2011 3,013,0644
5.3.3.7 Sales
Firm size plays a significant role in explaining the phenomenon of liquidity problem
within the organization. Apart from total assets of a firm, sales are also considered as a good
proxy of firm size. Since total assets are presented in the historical costs, sales are shown as the
current market price, hence is a good proxy. Firm size is also considered as a proxy for
information asymmetry between the capital market and the insiders. Larger firms in terms of size
are also carefully monitored by a large number of analysts.
Increase in sales is a caution that operating as well as fixed costs may also increase. Major parts
of the firms’ sales are on credit, hence creates receivables. On the one hand, an increase in sales
is a good signal of the demand of the product; on the other hand, increase in receivables is also
the cause of circularity debt. If the increase in sales is greater than the increase in costs, the
112
marginal profit will help to reduce the burden of circularity debt. It is assumed that sales will
further increase the circularity debt problem.
Governance structure also plays pivotal role in terms of size of the firm. Lloyd, Hand and
Modani (1987) examined that the firm’s market value to sales ratio in greater in case of owner-
controlled firms with concentrated ownership. Leach and Leahy (1991) also concluded the same
results in their study. Thomsen and Torben (1997) examined the impact on economic
performance of firms due to ownership structure and other control variables. They found that
firms where the largest owner is a family or another firms have higher sales growth.
5.3.3.8 Return on Equity (ROE)
There are investors in the market with various expectations. Short term investors require
immediate return while investors who believe sustainability of firms wait for long time to get
benefit. In both of the cases, they analyze their investment in terms of returns. Firm also consider
different profitability ratios to explain the operations of the company. Among them, return on
equity (ROE) is also a good proxy of profitability. It satisfies not only firms to have a profit
indication but also investors to further go with the organization. It is hypothesized that as the
ROE increases, there will also be an increase in the retained earnings of the company.
5.4 Sample Size and Variables
We have collected the data of public limited firms listed on KSE, LSE and ISE stock
exchange of Pakistan. Since some of government owned firms do not get their financials and
113
other information disseminated, we have included only those firm for which audited annual
accounts are available. Mainly, we focused on energy sector as it has been facing the liquidity
problem in terms of circularity debt for many years. Data of all variables were collected through
audited financial statements of firms from 2005 to 2011. Table 5.4 depicts the list of variables
and their computations. There are firms which are involved only in oil and gas exploration while
others are engaged in oil and gas marketing. Since all the firms (exploration and marketing) are
part of the supply chain, all are victimized with respect to circularity debt. For instance, OGDC
only explores the oil and gas from Pakistan territory while others like PSO and Shell are engaged
only in marketing of oil and gas in Pakistan. None of the power generation firm is operating with
full production capacity which may be caused by the lake of proper cash inflows. It may be
argued that as firms hold the payment of other party in the supply chain, they stop generating
more oil and gas. This is the reason why government of Pakistan has to involve resolving the
issue.
Table 5.4
Variables
Dependent Variable Determinants Independent Variables Determinants
Corporate Governance
A Ratio of
Salary & Other
Perquisites of
Directors to
Capital
Type of the
organization
Ownership
Concentration
Capital
Distribution of
Assets
Government or Non-
government
Percentage of shares
held by directors
LTD+Equity
Current Asset / Fixed
Assets
Dependent Variable Determinants Independent Variables Determinants
Liquidity Circularity Debt
1= circularity
Corporate
Governance
From Model 1
114
debt exist 0=
otherwise
LTD
Cash Generated
during the year
Corporate Assets
Sales
Long Term Debt
Cash Flow to
Noncash Assets
Fixed Assets to
Noncash Assets
Log of Sales
Dependent Variable Determinants Independent Variables Determinants
Retention Retained
Earnings
Liquidity
Earnings
From Model 2
ROE
Dependent Variable Determinants Independent Variables Determinants
Macro Level
Investment in the
Country
Gross Fixed
Capital
Formation
Corporate Savings Retained Earnings
5.5 Estimation Techniques
There are three integrated theoretical models to be tested. Corporate governance which is
endogenous variable in first model becomes exogenous in the second model. Similarly, liquidity
which is endogenous variable in the second model becomes exogenous in the third model.
Because of the nature of the models, 3-stage least square regression is appropriate to explain the
phenomenon. The model is non-recursive as there are some reciprocal paths between models. In
such cases, single equation estimation techniques like 2SLS may not provide an efficient
estimate as 3SLS (Judge, Griffiths, Hill, Luthepohl and Lee 1985). Consequently, 3SLS was
employed for the data analysis as it takes into account the information present within and across
the hypothesized equations.
115
CHAPTER 6
CORPORATE GOVERNANCE PHENOMENON IN PAKISTAN
6.1 Proposition 1
This chapter presents the empirical analysis and findings of propositions 1 developed in
chapter 4. All the data collected from sampled companies are analyzed and discussed. The
analysis starts with the descriptive nature of the data and correlation between corporate
governance and all other explanatory variables as well as among variables. We, then start with
the proposition which explains the corporate governance phenomenon in the context of public
limited companies of the energy sector listed in KSE, LSE and ISE. To better explain the
phenomenon of corporate governance in Pakistan, we divided the proposition into four models
each of them has one additional explanatory variable.
6.2 Descriptive nature of the data
116
Table 6.1 depicts the descriptive statistics for the variables used in the analysis. Analysis
includes mean and standard deviation for corporate governance (LOGCG), type of organization
(TORG), ownership concentration (OWNCON), capital (LOGCAP) and the corporate assets
(CA/FA).
It shows that ownership concentration (OWNCON) and capital (LOGCAP) have same mean
score while distribution of assets (CA/FA) has a mean value more than of all variables with
different standard deviations. The mean value of OWNCON is 7.423338 with standard deviation
of 16.4881571 while LOGCAP has a near mean value of 7.0515 with a very small deviation of
0.68123. Ownership concentration is the number of shares held by directors and capital means
long term debt plus equity. Since both variables do not have same unit of analysis, no proper
explanation can be justified. A distribution of assets (CA/FA) has a mean value of 99.4167 with
the standard deviation of 12.45824. The mean value of this variable indicates that this ratio
reaches almost 100% which shows heavy investments by firms in the form of liquid assets like
cash or marketable securities. The type of organization (TORG) is a dummy variable which has a
value of either 0 or 1, hence cannot be compared with rest of other variables.
Table 6.1
Descriptive Analysis
Variables Mean Standard Deviation No. of observations
LOGCG -0.052466 0.5636108 167
TORG 0.41 0.493 167
OWNCON 7.42338 16.4881571 167
LOGCAP 7.0515 0.68123 167
CA/FA 99.4167 12.45824 167
117
Energy sector of Pakistan is divided into four different functions. The supply line starts with the
exploration of oil & gas. Companies which involve in the exploration then supply to oil
refineries for further processing. Oil refineries then deliver to power and electric generation
companies to make them available to oil and gas distribution companies. Although, the functions
of involved firms are different, we can still assume the governance practices to be equally likely.
With this assumption, we further assume the similarity of other variables in each of the involved
firms. Table 6.2 gives some interesting findings of this notion. Similarity of corporate
governance practices is found as predicted. Companies in the energy sector, although with
different functions, have the same propensity to focus on their salary and other perquisites
against capital. We have included an additional variable of total asset to see the effects of size.
There is negative relationship between size of firms and concentration of ownership. Oil & Gas
Exploration and Distribution companies are bigger in terms of size but have a low ownership
concentration. As against this, Oil Refineries and Generation companies are low in terms of size
but have a high concentrated ownership. All oil & gas exploration companies are government-
owned while there are 40% companies which are government owned in the distribution
companies. There is half government and half privately owned companies in the oil refineries
while the government-owned firms in the power generation are only 8%. As far as capital is
concerned, all have almost same mean values, indicating the financing choice of these firms.
Poyry and Benjamin (2009) confirmed that in firms where state is the controlling shareholders,
debt financing is seen more as compared to equity financing. Further he revealed that because of
heavy political influence to financial institutions, they enjoy better access to debt. Both of these
scenarios exist in Pakistan, government organizations in the energy sector have a political
influence and use a large portion of debt in their capital structure. Because of similarity in the
118
governance practices of firms, corporate assets (CA/FA) also have a trend of investment mainly
in the current assets as against in fixed assets. Investigation of table 6.2 reveals that economic
governance system in the energy sector of Pakistan must be readdressed on the priority basis in
order to boost the sector and hence the economy.
Table 6.2
Comparison of Governance Practices across the Energy Sector
Mean values Variables Oil & Gas
Exploration Co. Oil Refineries Power & Electric
Generation Co. Oil & Gas
Distribution Co. Total Assets 7.3081 3.0493 2.7353 7.2061 Log of Corporate Governance
7.6632 7.3810 6.6700 7.6618
Ownership Concentration
0.0080 0.2960 22.3276 1.6294
Log of Capital 7.5554 6.0746 6.6055 7.2889 Corporate Assets 102.55 108.33 90.9187 108.78
This can also be depicted by figure 6.1 below. Oil & Gas Distribution (O&GDCOs) companies
are at the top in terms of total assets. Power & Electric Generation (P&EGCOs) are the second
bigger companies in terms of size measured as total assets. Oil & Gas Exploration (O&GCOs)
companies are near to P&EGCOs companies but Oil Refineries (OREF) are at the lowest.
119
Figure 6.1
Total Size of the Energy Sector of Pakistan
Similarly, figure 6.2 also shows some insights about position of distribution of assets (CA/FA) of
the energy sector of Pakistan. P&EGCOs companies heavily invest in current assets as against
fixed assets, showing bad governance state. Rests of other players in the sector do not heavily
invest but there are some evidence in the figure that they do so more as compared to fixed assets.
-
50,000,000
100,000,000
150,000,000
200,000,000
250,000,000
300,000,000
350,000,000
400,000,000
P&EG O&GE O&GD OREF
120
Figure 6.2
Distribution of Assets of the Energy Sector of Pakistan
6.3 Correlation Analysis
Further, the analysis proceeds towards the correlation analysis among variables.
Ownership concentration (OWNCON) has a negative and significant correlation with corporate
governance. This result supports the discussion shown in the literature review. Unlike to
ownership concentration, capital (LOGCAP) is positively correlated with corporate governance
-
200.00
400.00
600.00
800.00
1,000.00
1,200.00
P&EG O&GE O&GD OREF
121
but the correlation is insignificant. The current asset to fixed asset (CA/FA) is positively and
significantly correlated to corporate governance. It seems that the investment decision of firms
do have some association with the salary & perquisites of executive officers. The table 6.3
further reveals that the CA/FA is not only significantly correlated with corporate governance but
also with rest of other explanatory variables. It may be derived from the examination of this table
that concentrated organization has a negative relationship with investment decision. Similarly,
ownership concentration has also negative and significant correlation not only with corporate
governance but also with type of organization (TORG) which is a dummy variable.
Table 6.3
Correlation Analysis
Variables LOGCG TORG OWNCON LOGCAP CA/FA No. of
Obs
LOGCG
167
TORG 0.231
(0.001)
167
OWNCON -0.386
(0.000)
-0.368
(0.000)
167
LOGCAP 0.057
(0.231)
0.517
(0.000)
-0.433
(0.000)
167
CA/FA 0.398
(0.000)
0.118
(0.065)
-0.151
(0.026)
0.007
(0.463)
167
6.4 Multiple Regression Model
LOGCG = α + α1TORG + α2OWNCON + α3LOGCAP + α4CA/FA + + ɛ [6.1]
Where
LOGCG is the log of corporate governance.
122
TORG is the binary variable equal to 1 in case of government-owned firms and 0 otherwise.
OWNCON is ownership concentration
CA/FA is current asset divided by fixed assets as a proxy of corporate assets.
α is the parameters
ɛ is the error term
6.5 Determination of Corporate Governance
Table 6.4 illustrates the regression results of proposition 1. As discussed, type of
organization is introduced as a dummy variable, taking the value of 1 in case of government-
owned listed firm and 0 for private-owned listed firms. The results in table 6.4 show that in the
absence of private-owned listed firms, there is positive and significant relationship with the
corporate governance proxy. It reveals that directors in the government-owned listed firms get
benefit by increasing their salary and other perquisites while this is not in case of private-owned
listed firms. This evidence is supportive of the general arguments prevailed in the market and
among institutional as well as individual investors. This depicts the bad corporate governance
practices being practiced in government-owned firms. This is also one of the reasons as to why
this sector is not helping common people in the form of providing proper electricity in the
country.
Ownership concentration has a negative impact on corporate governance practices of firms.
Corporations with concentrated ownership allow directors to get maximum benefit from the firm.
Their salary and other perquisites are increased for nothing. If some controlling shareholders are
dominant in the firm, they will enjoy this opportunity to be benefited from this option. As seen in
table 6.2, oil & gas exploration companies are all government-owned with lesser concentrated
123
ownership among four sub-sectors but governance practices are those of highest concentrated
ownership like oil refineries.
Capital also has negative and significant impact on corporate governance state of the company.
As the capital increases, the ratio of salary and other perquisites of directors will be in a
declining position and vice versa. Capital may be enhanced by increasing the debt or by issuing
shares and raising the capital. Debt increase will also enhance the fixed costs of the company and
can lead to bankruptcy position in future. It also strikes investors to start demanding higher
equity return in the market. Share issue has an initial costs but feasible to most of the investors. It
is, therefore, difficult to explain that this negative relationship is due to debt or equity level in the
capital.
Investment decisions show the strategic direction of a firm. Larger investment in liquid assets
restricts the firm to get benefit from growth opportunities exist in the market. Moreover, liquid
assets also include cash balance which may be used to undertake any project without going into
the market, hence no more monitoring by outside investors are needed. The result reveals that
firms heavily invest in current assets as compared to fixed assets. It may be deduced that
directors use this money on their discretion.
Table 6.4
Predicting the Corporate Governance
Variables Model
Coefficient Std. Error
Intercept -0.462 0.584 TORG 0.175*
(1.941)
0.090
OWNCON -0.012*
(-4.744)
0.003
124
LOGCAP -0.148*
(-2.200)
0.067
CA/FA 0.015*
(4.868)
0.003
No. of
Observations 166
Adjusted R2 0.276
F Statistics 16.837 * Significant at the 5 percent levels
t statistics are in parenthesis .
6.6 Significant Contribution of each Variable
Further, to check the significant contribution of each variable in the proposition, this is
divided into four models, explaining the corporate governance phenomenon in details as
presented in table 6.5. The first model shows that corporate governance is positively affected by
the type of organization. Since the dummy variable takes the value of 1 in case of government
organization, this is evidenced now that government influences over the implementation of
corporate governance practices. Salaries & other perquisites to capital are used as a proxy of
corporate governance. This suggests that this ratio is higher in case of government organization,
explaining bad corporate governance practices being implemented there.
Table 6.5
Significant Contribution of each Variable
Proposition 1 - LOGCG
Variables Model 1 Model 2 Model 3 Model 4
Coefficient Std. Error Coefficient Std. Error Coefficient Std. Error Coefficient Std. Error
Intercept -0.160 0.055 -0.012 0.062 1.248 0.498 -0.462 0.584 TORG 0.264
(3.050)*
0.087
0.118
(1.334)
0.088 0.222*
(2.315)
0.096 0.175*
(1.942)
0.090
OWNCON -0.012*
(-4.514)
0.003 -0.014*
(-5.149)
0.003 -0.012*
(-4.744)
0.003
LOGCAP -0.183*
(-2.552)
0.072 -0.148*
(-2.200)
0.067
CA/FA 0.015*
(4.868)
0.003
No. of 166 166 166 166
125
Observations
Adjusted R2 0.053 0.148 0.175 0.276
F Statistics 9.30 15.384 12.771 16.837 * Significant at the 5 percent levels
t statistics are in parenthesis .
In addition to type of organization, the second model also incorporates the ownership
concentration but the TORG variable becomes insignificant here. Ownership concentration gives
evidence of negative impact on corporate governance. As stated earlier that Pakistan is the
country where concentration is evidenced, this result was as expected. Model 3 incorporates
capital in addition to above two explanatory variables. All three variables are significant. As
expected, the sign of ownership concentration is negative. Type of organization is significant in
this model because of inclusion of capital. This is again evidence that government organizations
heavily invest in salaries & other perquisites of managers. The negative sign of capital indicates
that as the capital deceases, the proxy of corporate governance increases which shows bad
corporate governance practices. Finally model 4 includes all explanatory variables, showing
significant results. Corporate assets (CA/FA) have a positive impact on the corporate
governance, indicating that firms heavily invest in current assets instead of fixed assets.
126
CHAPTER 7
LIQUIDITY CRUNCH AND CIRCULARITY DEBT
7.1 Proposition 2
Firms maintain an appropriate level of cash balance for several motives such as
speculative, precautionary, transactional, tax and agency. According to speculative motive,
corporations hold cash balances to enjoy the benefit of bargain purchase that may arise (Besley
& Brigham, 2005). Transactional motive suggest that firms hold lesser amount of cash as there
are economies of scale involved when firms incur transaction costs (Mulligan, 1997). When
access to capital market becomes costly, firms hold cash to cope with undesirable events. This is
consistent with the precautionary motive of holding cash balance by firms. Opler, Pinkowitz,,
Stulz and Williamson (1999) studied and revealed that firms which have riskier cash flows with
poor access to capital markets hold more cash.
This chapter presents the empirical findings of the proposition II developed in chapter 4.
According to the proposition, liquidity, which is considered as the circularity debt phenomenon
in the economy of Pakistan, is affected by some exogenous variables. Companies in the Energy
sector of Pakistan have been facing liquidity problem, in the form of circularity debt, for many
years. They have riskier cash flows but good access to capital market. Analysis starts with the
descriptive statistics in table 7.1.
7.2 Descriptive nature of the data
127
Examination of table 7.1 reveals some interesting facts. Mean score of long term debt
(LOGLTD) and sales (LOGSALES) are more or less same. Mean value of LTD is 6.004 while
LOGSALES is 7.350. This result may be interpreted that long term debt of companies in the
energy sector of Pakistan is, on average, near to total sales of the sector. This situation is
supportive of the problem of circularity debt. As the credit sales increase, it becomes difficult to
recover from the customers. To avoid the situation of lower cash inflows, companies in the
payment chain starts borrowing from banks and increase the debt.
Table 7.1
Descriptive Analysis
Variables Mean Standard Deviation No. of observations
PREDCG -0.0903 0.343 177
LOGLTD 6.004 1.451 180
CFTNA 11.425 29.942 167
CAPEXTNAST 146.962 966.940 175
LOGSALES 7.350 0.961 182
If all of the cash flows, generated through sales, are used to pay off the long term debt,
companies will be unable to meet its short term obligations, resulting inefficient operations.
Mean value of cash flow to noncash asset (CFTNA) is 11.425 while capital expenditure to net
asset is 146.962. As discussed in chapter 6, there are four functions of the energy sector of
Pakistan. This function starts with the exploration of oil & gas, transfers the oil to refineries for
further process. Refineries supply to power and energy companies and then distribution
companies to end consumers. As the circularity debt is the problem of the entire energy sector of
Pakistan, it is hypothesized that all companies regardless of the functions, are responsible for this
dilemma. Table 7.2 sheds light in this respect. Mean values across the energy sector reveals
128
motivating results. Oil & gas exploration companies are more prone to take long term debt as
compared to other two sub-sectors. It is also interesting to note that these two sub-sectors are
passive in terms of investment in fixed assets. This fact is highlighted with evidence of low cash
and cash equivalent as against to other two sub-sectors. Oil refineries relatively hold more cash
and cash equivalent and hence invest more in the fixed assets. The cash level of power
generation companies is relatively low but investment in fixed assets is higher among all. This is
understandable when we look at the position of long term debt which is higher after exploration
companies.
Table 7.2
Comparison of Liquidity across the Energy Sector
Mean Values
Variables Oil & Gas Exploration Co.
Oil Refineries Power & Electric Generation Co.
Oil & Gas Distribution Co.
Total Assets 7.3081 3.0493 2.7353 7.2061
Long Term Debt 9.7667 1.3685 7.7485 1.5568 CF to Noncash Assets
27.4725 21.9198 3.7459 11.6920
CAPEXP To Noncash Assets
42.0248 56.4540 261.4152 46.4265
Sales 5.9753 8.4353 1.8984 2.1728
Cash & Cash Equivalent to Total Assets
12.7117 20.0484 2.0536 11.9619
Cash & Cash Equivalent
4.4197 5.5616 596999.8146 3.6096
Sales of oil refineries are higher and hence cash and cash equivalent. These facts are enough to
conclude that there is no problem of cash flow or cash level to any of the above companies. The
only issue which we have hypothesized is the practices of corporate governance alongwith
129
proper management of all these exogenous variables. Regression result is also supportive of this
view point.
7.3 Correlation Analysis
Table 7.3 presents the correlation of dependent and independent variables and among
variables as well. There is statistically significant and positive correlation of long term debt
(LOGLTD) and sales (LOGSALES) with the binary dependent variable. Rest of other variables
does not show significant correlation.
Table 7.3
Correlation Analysis
Variables CD PREDCG LOGLTD CFTNAST CAPEXTNAST LOGSALES
CD
PREDCG 0.090 0.120 0.186* -0.234** 0.580**
LOGLTD 0.451** ` 0.055 -0.131 0.515**
CFTNAST 0.075 0.015 0.083
CAPEXTNAST -0.045 -0.190*
LOGSALES 0.430**
* Significant at 5% level
**Significant at 1% level
It can be concluded that credit sales further increase the receivables in the form of circularity
debt. Increase in long term debt is used to finance new projects or investment in fixed assets.
This amount is not used to pay off the liabilities.
7.4 Multiple Logistic Regression Model
Following the theorem of the thesis, we test the hypothesized association between the
circularity debt phenomenon and exogenous variables. The model includes following variables.
130
Logit[P(CD=1)] = β0 + β1PREDCG + β2LOGLTD + β3CFNTAST + β4CAPEXNTAST +
β5LOGSALES + ɛ [7.1]
Where
CD is the dependent variable with a value of 1 if the firm faces the circularity debt problem and
0 otherwise.
PREDCG is the predicted values taken from model 1.
LOGLTD is the long term debt.
CFNTAST is cash flow to noncash assets.
CAPEXNTAST is capital expenditure to noncash assets and
LOGSALES is total sales of the firm.
α and β are the parameters
ɛ is the error term
Before looking at the regression results, it must be cleared whether the overall model is
statistically significant. There are some statistical tests which describe the goodness of fit of the
overall model. Table 7.4 presents these measures which meets all the requirements of model fit.
Insignificant value of Chi-square shows that the model is acceptable for further process.
7.5 Goodness of Fit of the Model
Table 7.4
Goodness of Fit Measures
-2LL Cox and Snell
R2
Nagelkerke
R2
Hosmer and lemeshow Test
Chi-Square Sig
85.509 0.460 0.681 2.829 0.945
131
Since dependent variable in the proposition II is dichotomous, we applied logistic regression.
Circularity debt is taken as a proxy of liquidity problem exists in the energy sector of Pakistan. It
takes the value of 1 if any company faces this phenomenon and 0 otherwise. Table 7.5 presents
the results of logistic regression.
7.6 Reasons of Circularity Debt
Table 7.5
Predicting the Liquidity Problem
Variables Model
Coefficient Std. Error Wald
Intercept -45.893 8.291 30.638 PREDCG -2.547 1.294 3.877 LOGLTD 1.845 0.464 15.799 CFTNAST 0.041 0.016
6.736
CAPEXTNA
ST -0.014 0.008 3.628
LOGSALES 4.201 0.952 19.490 No. of
Observations 182
* Significant at the 5 percent levels
t statistics are in parenthesis .
As expected, the negative sign of the corporate governance shows the acceptance of our
hypothesis that circularity debt exists because of bad corporate governance in the energy sector
of Pakistan. As noted in chapter 1, figures of circularity debt are the accounting treatment of
receivables and payables. Since table 1.4 in chapter 1 shows positive difference, it is evidenced
that this problem is not because of financial management but of corporate governance. Corporate
governance (PREDCG) is the predicted values taken from model 1 which means that it is itself
the function of some exogenous variables. In other words, variables which explain the
phenomenon of corporate governance is badly managed which causes the increase in circularity
debt.
132
It is Interesting to note that an increase in long term debt is linearly related to the problem of
circularity debt. Debt is used to finance any new project which is supposed to generate positive
net present value in order to maximize shareholders’ wealth. If LTD is used for this purpose,
then there is economic significance of this result. This result does not follow either pecking order
or free cash flow theory. The evidence of trade-off theory with respect to leverage is unknown.
Cash flow to noncash assets is also significantly positive which means circularity debt tends to
increase with cash flows. This is consistent with the pecking order theory which implies that
when cash flows are high, corporations use this cash to finance new projects, settle their
liabilities, pay dividends and finally accumulate cash to manage working capital requirements.
When we look at the result of capital expenditure to noncash assets (CAPEXTNAST), it is
significantly negative, showing evidence that firms with high cash flows invest in fixed assets
which cause to accumulate the amount of circularity debt. The remaining cash is kept a side for
day to day activity. Due to heavy investments in fixed assets, companies in the energy sector do
not pay their short term liabilities to suppliers and hence, increase the circularity debt in the
economy. This result is consistent with the free cash flow theory which suggests that companies
avail the growth opportunities exist in the market due to high cash flow. Pecking order and free
cash flow theory suggest positive relationship between cash level and size of firms while trade-
off theory suggests negative relationship, when we take total assets as a proxy of size of firms.
We have taken sales as a proxy of size of firms. Since both variables are used as a proxy of
firms, all theories can be applied on sales as well. Results show that an increase in sales also
helps circularity debt to pile up. Since all sales are made on credit, we assume this result is as per
our expectations. These credit sales are not converted into cash in near future, the amount of
circularity debt increases. In other words, this result is following the pecking order as well as free
133
cash flow theory. We can conclude this result by combining all variables into consideration.
Companies make credit sales and somehow generate operating cash flows to fulfill the working
capital requirements. Since this cash is not enough to finance new profitable projects, due to
increase in receivables, they have to take long term loans.
Table 7.6 shows the classification of accuracy. Relatively a large percentage of correct cases are
found which support the overall model of the thesis.
Table 7.6
Classification of Cases
Observed Circularity
Debt
Predicted Circularity Debt
0 1 Percentage Correct
0 117 9 92.9%
1 10 32 76.2%
Overall Percentage 88.7%
The result shows that regression classified 88.7% cases correctly. In case of government-owned
firms, 76.2% cases are correctly classified while for private-owned firms, this ratio reaches to
92.9%. Both of the ratios are large enough to accept the model accuracy.
Figure 7.1 below supports this accuracy. Based on cur off value of 0.50, all cases are correctly
classified. Three cases of government-owned firms are found in non-government-owned firms.
Figure 7.1
Accuracy of Cases
134
CHAPTER 8
FINANCING DECISIONS OF CORPORATIONS
135
8.1 Proposition 3
The role of corporate savings has received relatively minute attention in the literature.
Most of the time, analysis was done with the objective of increased saving by households.
Nevertheless, the increasing trend of corporate savings has also been witnessed. This fact is
depicted in figure 8.1 of six Asian countries alongwith some other emerging countries and
developed countries over the period of 1998 through 2007.
Figure 8.1
Change in Corporate Savings and Investments Rates – Average Annual Real GDP Growth
Rate 1998-2007
Source: World Bank, CEIC United Nations
Notes: Emerging Asia: China, India, Philippines, Republic of Korea, Thailand, and Taiwan.
Other emerging countries: Czech Republic, Kazakhstan, Kyrgyzstan, Mexico, Poland, Republic
of Moldova, Tunisia, and Ukraine. Figures are GDP-weighted.
As a result of increasing trend in corporate savings, the GDP growth rate also rose. GDP-
weighted average as of corporate saving rate in six emerging Asian countries rose by 8.10% over
the given period. This increase is much larger as against in other emerging or even developed
countries. Similarly, investment change is also appealing as it increased to 4.94% in case of
136
Asian countries. An impressive GDP growth rate can also be seen in case of Asian countries.
This implies the importance of corporate savings which must be taken into consideration.
Earnings of corporations may be retained for a number of motives. Some of them are definite
and hence understandable while others are hard to measure. The analysis may be made with the
objective of viewing past trend of retained earnings or plan for the future. Past investment of
retained earnings on existing assets may be evaluated by their performance. Future plan is
always based on investment or growth opportunities available in the market. Earnings to be
retained are based on dividend policy of firms while retained earnings in the form of cash are
based on the working capital management policy of firms. Good dividend policy attracts more
investors as they can expect the return in the form of dividend. Working capital policy allows
firms to decide the level of current assets and current liabilities at any given point of time.
The energy sector of Pakistan has been facing liquidity problem in the form of circularity debt
for many years. If properly managed, this sector can boost up the GDP of Pakistan by increasing
investment in the country. Before assessing this situation, it is imperative to examine the
determinants of corporate savings in case of energy sector of Pakistan. The discussion is based
on a theorem developed in chapter 5 where model 3 describes the determinants of retained
earnings.
This chapter starts with the results of proposition III developed in chapter 4. It was hypothesized
that corporate savings are the function of liquidity and profitability. The results begin with the
descriptive statistics of variables used. Table 8.1 presents this result.
8.2 Descriptive nature of the data
Table 8.1
137
Descriptive Analysis
Variables Mean Standard Deviation No. of observations
LOGRE 5.9146 0.915 114
PREDLIQ 0.266181 0.336 114
ROE 34.1135 26.512 114
Mean of retained earnings and return on equity are far from each other. Mean value of
ROE (34.1135) is six times more of the mean of LOGRE (5.9146). It may be assumed that
corporations have a possibility to increase the retained earnings while setting the dividend policy
in line with the companies’ objective. Available growth opportunities can be availed only if a
firm has sufficient cash management. Retained earning is the economical option to opt any new
project by a firm. Profitability can be an objective of an investor who is present in the market for
a very short span of time. Rational investors always look for far future in terms of the
sustainability of the firm. A firm can be sustained in the market if it also depends on its earnings
rather than sources outside the firm.
PREDLIQ is the predicted values of liquidity taken from model 2. Hence, this model must be
explained in relation with previous models.
Correlation analysis is depicted in table 8.2 below
Table 8.2
Correlation Analysis
Variables LOGRE PREDLIQ ROE No. of
Obs
LOGRE 114
PREDLIQ 0.509 167
ROE 0.653 0.216 167
138
Both of the variables are positively and significantly related to retained earnings of firms.
However, the magnitude of profitability (0.653) is higher as compared to liquidity (0.509). As
ROE increases, there is a chance that corporations may decide to increase their retained portion
of earnings. Regression results are shown in table 8.3.
8.3 Regression Model
LOGRE = 0 + 1CD + 2ROE + ɛ [8.1]
Where
LOGRE is the log of retained earnings
CD is the predicted values of liquidity taken from model 2
ROE is return of equity
Both of the predictors positively and significantly explain the variation in corporate savings.
Overall model is significant and explaining 56.10% variation. Liquidity is the predicted value
taken from model 2 which is itself a function of some exogenous variables. The magnitude of
ROE is greater than the magnitude of liquidity.
Table 8.3
Predicting the Corporate Savings
Variables Model
Coefficient Std. Error
Intercept 4.964
(50.865
0.098
PREDLIQ 1.051*
(6.044)
0.174
ROE 0.020* 0.002
139
(8.924) No. of
Observations 113
Adjusted R2 0.561
F Statistics 73.124 * Significant at the 5 percent levels
t statistics are in parenthesis .
CHAPTER 9
CORPORATE SAVINGS AND TOTAL INVESTMENTS IN A COUNTRY
9.1 Proposition 4
The study of economic variables requires deep understanding of their various roots in
order to appropriately justify. Gross fixed capital formation (GFCF) as a proxy of total
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investment in a country has different linkages when relate with the corporate sector. Second
problem is determining the suitable time lag between dependent and explanatory variables. This
thesis has a basic premise that corporate savings are a good predictor of total investment in a
country in form of GFCF. As a result of increasing retained earnings by corporations, the country
may face a rapid growth in terms of investments. It is a strategic decision by firms to decide
about retained earnings and requires the approval of Board of directors (BoD). The time lag
between the approval of BoD and actual capital expenditure is a crucial problem. Lund and
Holden (1968) discussed the total lag pertaining to a particular investment in fixed assets by a
firm consist of a fixed and a distributed component and it becomes further complicated when
looking at an aggregate level like industry or the whole economy. He proposed a capital stock
adjustment model and found satisfactory to explain the private gross fixed capital formation in
the UK during 1923 to 1938. Companies in various industries respond to a situation with
different lags based on time-varying cash flows, risk involved in that particular capital
expenditure, time lapses between capital expenditure today and benefits to be anticipated in
future and the like. Firms in the same industry respond differently in term of dividend
announcement and retained earnings. Since mechanism of every industry is different, it is hard to
decide which tame lag is an appropriate one. The nature of both of the variables in the last
proposition of this thesis is time series which have different implications at each time lag. It is
assumed that investment in fixed assets by corporations will be a part of total investment of a
country in the next year. Corporate savings are assumed to have one lag to explain the variation
in GFCF of Pakistan. The regression model is given in equation 9.1 of this notion.
LOGREGCF 10 [9.1]
Where
141
GFCF is gross fixed capital formation
RE is the retained earnings by corporations
is the parameter
The data has been taken from various issues of economic survey of Pakistan and balance sheet
analysis of joint stock companies published by SBP. The data covers the period of 1975 through
2013.
9.2 Rational behind the Notion
The responsibility of social welfare has been partially shifted from government to private
sector of the economy worldwide. A corporation is meant an institution which must fulfill, at
least, the basic needs of common people. Although government is accountable to do the same,
with the development of economy it is assumed that this job is done by corporate sector as well.
Corporation is a nexus of different contracts with the society associated with it (Jensen and
Meckling, 1976). It is not simply a firm to make profit but also an institution to have a
responsibility of social wellbeing of common people. An investment decision by a corporation is
taken as a strategic direction which may lead the firm to outperform in the market. As a result of
this decision, several changes can be observed in the society which can be traced from several
perspectives. Since the purpose is to enhance the investment in the country, it can be achieved
from different steps. Some of them are explained below.
9.3 Supply Side Effects
Investment decisions may escort the firm to start more production for which it needs
more raw materials from its suppliers. The suppliers will start buying more raw materials from
within or outside the country to meet the requirement of firms. Suppliers will be benefited from
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increasing their sales of raw materials. More production will increase the supply of the product in
the market which will help stabilize the inflation in the country. Normally a firm has more than
one supplier in its value chain. Inbound logistic of the firm will be developed which will help
alleviate unemployment in the country. This can also be depicted in figure 9.1.
9.4 Demand Side Effects
As a result of more production, distributors will be given chance to distribute the product
into the market. Outbound logistic of the firm will be benefited and distributors will enjoy more
profit as compared to previous experience. An increase in supply of the product requires more
labor that makes it possible to distribute the product into the market. Labor force will be
increased at the outbound logistic level which will help minimize the ratio of unemployment in
the country.
Figure 9.1
Economic Upturn
Output Employment GDP Per Capita Income Demand Side Pressure
9.5 Government Taxes
More production will create the possibility of enhanced profit before taxes. It will further help
increase the government’s share in terms of direct and indirect taxes.
9.6 Banking Channel
Buying and selling transactions are done through banking channels. It may be assumed
that all transactions are channeled through banks and hence banks’ ability to lend money will
increase. This will create an investment environment in the country which may boost up the GDP
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growth rate. This whole process can also be depicted by figure 1 below. The two side arrows
show that both of the parties in the process will get benefit.
Figure 9.2
Corporation as a Nexus of Contracts
9.7 Financing the Investment Decision
This investment decision may be financed either by equity issue or debt instruments. A
third alternative is the retained earnings which have been accumulated over the period of firm’s
business life. It is a general practice of corporations to retain a large part of their earnings to
undertake positive NPV projects in order to maximize shareholders’ wealth. The benefits of
using retained earnings have already been mentioned in chapter 3. The point to be discussed here
is how retained earnings can increase the total investment in the country.
Corporation
Suppliers
Distributors
Employment
Govt.Taxes
Banks
General Public
144
If all of the firms’ earnings are distributed among shareholders, then the firm will have two
options to start any new project or make investment in any new business. It can either go for
share issue or bank borrowing. Bank borrowing will cost the firm in terms of interest payments.
Share issue will be the alternate of retained earnings. After disbursing the dividend to existing
shareholders, now the firm will demand this cash from new shareholders. This process will cost
the firm in terms of undertakers’ cost. Thus the decision of investment from retained earnings
will be beneficial for both i.e. the firm as well as shareholders. This investment will increase the
magnitude of total investment in the country as reflected in the form of gross fixed capital
formation (GFCF).
Any change in dividend policy may significantly affect the allocation of capital resources. In
case the external financing is absent, capital expansion of any industry or even firm will be
limited within its own reinvested profit. If the demand of the product goes up and more
production is required, than additional funds for capital expenditure cannot be attained from
capital market. This required fund must be obtained either through cut in dividend or increase in
profit. Reduction in dividend means that new financing was arranged by the existing
shareholders. An increase in profit means that new funds were contributed by the consumers of
the firms’ product. In both of the situation, there are some costs associated with them.
It is generally argued by corporate managers that policy of retained earnings facilitates them to
make the dividend payment stabilized. Some part of the earnings is kept within the organization
in the expansion years. The same payment is used as dividend in the contraction years. This
practice of stabilizing dividend is likely to smooth out the cyclical pattern of the shareholders’
personal income; the effect of total national income is far from certain (Dobrovolsky, 1958). If
all of the net income is distributed in dividends during the expansion phase of the cycle, one can
145
assume less pronounced enhancement in corporate investments. Against this argument, if no
dividend is paid during contraction phase, a firm can, at least, make efforts towards minimum
investments required.
9.8 Descriptive nature of the data
We start the empirical part of the chapter by explaining the descriptive part of the data.
At lag 1, both of the variables have far reach mean scores. When taking second lag of retained
earnings, the mean values of both of the variables come to nearest of each other. It shows that
any investment by corporations will be part of the investment of the country after one and two
years. Later results are much supportive as compared to earlier one.
Empirical results are given in table 9.2. It shows evidence of the proposition 4 that total
investment in a country depends on the corporate savings. This effect comes into play after one
year lag.
Table 9.1
Descriptive Analysis
Lag 1 Lag 2
Variables Mean Std.Dev. Variables Mean Std.Dev.
GFCF 5.65700 6.8923300 GFCF 5.81200 6.9289000
REt-1 1.00300 2.4724500 REt-2 7.607600 2.0276500
9.9 Exploring the role of Corporate Savings
146
Today, energy sector of Pakistan needs more attention in terms of investments in
electricity plants, water dams and new technologies to generate more electricity in the country.
These investment decisions by corporations in this sector can also boost up total investment in
the country in the form of GFCF. Corporations can only take these decisions when they have
sufficient available cash. Therefore, it may be deduced here that corporate savings are an
important strategic decisions to prosper the country.
Table 9.2
Predicting the GFCF
Variables Model
Coefficient Std. Error
Intercept 3.89100
(3.981)
9.77300
REt-1 17.601
(4.748)
3.707
No. of
Observations 35
R2 0.399
F Statistics 22.541 * Significant at the 5 percent levels
t statistics are in parenthesis .
This is also tested by taking the second lag of retained earnings but results are still supportive of
this notion. This is given in table 9.3. Second lag of retained earnings make the results more
strong as the magnitude of the coefficient becomes more significant as compared to first lag. It
shows that the results of second lag are more pronounced than the results of first lag.
Table 9.3
Predicting the GFCF
Variables Model
Coefficient Std. Error
Intercept 4.21900 1.00500
147
(14.197) REt-2 20.942
(4.455)
4.701
No. of
Observations 34
R2 0.357
F Statistics 19.849 * Significant at the 5 percent levels
t statistics are in parenthesis .
CHAPTER 10
SUMMARY AND FINDINGS
10.1 Overview of the Study
Generally, it is assumed that a legal official system exists to work in an impartial
manner. All economic transactions are carried out while following this system. Problem occurs
when some informal activities are found within the formal legal system. Since economic
governance is a widespread topic, we take only corporate governance as one of its offshoot. We
148
strived to identify and explain the reasons because of which corporate governance becomes
weak. Economic development is linked with corporate governance which is important especially
for emerging markets.
This dissertation has a basic premise that total investment in a country, in the form of Gross
Fixed Capital Formation (GFCF) can be raised if corporations are encouraged to retain a large
portion of their earnings to cater the future growth opportunities. A theorem of four interacted
models was developed to prove this notion. All predictors were identified on a priory basis as
these variables have not only shown some evidence in previous literatures but also logical
grounds. The theorem starts with the idea that economic governance in a country can be
improved if corporations play their vigorous role to ensure good corporate governance practices.
10.2 Findings of Proposition 1
10.2.1 State of Corporate Governance in the Govt-Owned Firms
Results of this model are supportive of this notion. Corporate governance practices are
deteriorating in case of government-owned firms as they raise their salaries and other perquisites
for nothing. Positive coefficient of this dummy variable illustrates that CEOs of government-
owned firms are responsible for the worsening conditions of governance within the firms. CEOs
in the government-owned firms are generally politically elected. They have political links
outside the firm and this is the reason they enjoy a freedom to take decisions which are not in the
149
interest of widespread shareholders of the firm. Because of political linkages of CEOs of
government-owned firms, their remunerations are not linked with the performance of the firm.
Since performance of market share is not a deciding factor to set their remunerations, they show
their lack of motivation to perform their duties in the best interest of shareholders.
10.2.2 Role of Ownership Concentration
Ownership concentration further worsens the governance state in a firm. The goal of
value maximization of a corporation becomes hard to achieve in case of concentrated ownership.
Result of this variable is supportive of this reality.
10.2.3 Effects of Capital
The choice of a target capital structure, maturity of debt and type of financing leads a
firm to make capital structure decisions. Actual size of debt and equity may vary over the time
period, but the objective of meeting the average target capital structure is met. A high levered
firm is more inclined to reduce its expenditures because of high amount of interest payments.
Among others, salaries and other benefits are included in these expenditures. Sometimes, firms
do not opt for the option of debt rather go for either equity issue or retained earnings. Negative
coefficient of capital (LOGCAP) suggests that a firm has to increase salary and benefits of
directors in order to manage the financial resources of firms. There is no target level of capital
structure in the energy sector of Pakistan as the CEOs are interested in their remunerations which
is not based on firms’ performance.
10.2.4 Distribution of Assets and Corporate Governance
150
Firms in the energy sector do not rely on employed capital but heavily depend on current
assets. As the CEOs of firms are interested in the raise of their salaries and personal expenses,
they heavily relay on investment in current assets rather than fixed assets. Current assets can
easily be converted into personal use. If heavy investment is made in fixed assets, this bad
corporate governance practices may be stopped.
10.3 Findings of Proposition 2
Pakistan has been facing the dilemma of circularity debt for many years. It arises when
one party in the payment chain holds the payment of other and it goes on till the end of the
payment chain. One party has to receive its receivables and the second one has to pay its
obligations. As shown in table 1.4, receivables are more than payables, showing evidence that it
is not a finance issue but a governance one.
10.3.1 Mitigation of Circularity Debt through Corporate Governance
Second proposition states that liquidity crunch in terms of circularity debt can be
vanished or even minimized if the corporate governance state is good. Therefore, predicted
values of corporate governance, in the derivation of second proposition is used as an explanatory
variable alongwith some other variables. Results indicate that as the state of corporate
governance becomes worsened, liquidity problem arose. As already discussed in the first
proposition above, directors are more inclined towards raising their salaries and other fringe
benefits and do not strive to manage the liquidity position of the company. In other words, they
are not at risk of losing their remuneration as it is not based on the firm performance.
10.3.2 Leverage Effects
151
Result of LTD does not follow either pecking order or free cash flow theory. It may be
deduced here that firms do not invest this long term debt, as evidenced in the derivation of first
proposition. Heavy amount of investment in current assets lead to this conclusion that firms in
the energy sector of Pakistan use leverage not for investment purposes but to increase the salaries
and other personal expenses of directors as an additional agency cost.
10.3.3 Cash Generation and Liquidity Problem
One can presume that positive cash flow can be managed in a manner that a firm should
not face accumulation of short term debt. Surprising result is found of cash flow to noncash
assets. Positive coefficient of this variable indicates that firms fulfill the working capital
requirements to meet day to day business activities, showing the trend of pecking order theory.
This cash in not used to pay off the liabilities.
10.3.4 Negative Effects of Corporate Assets
Furthermore, investment decisions negatively affect the liquidity of a firm as expected. It
means that firms do invest in the plant and machinery but the magnitude is not as large as of
distribution of assets in the first proposition.
10.3.5 Sales as a Driver of Circularity Debt
Since sales are made on credit, it creates receivables. This receivable further accumulates
circularity debt as the other party does not pay it. Increasing the debt level in the capital structure
brings the firm in a place of bankruptcy which hurts sales. This, in turn, reduces the net profit
152
after tax. It appears that firms in the energy sector of Pakistan are not at the verge of bankruptcy.
This is also evidenced by the fact that CEOs are more interested to increase their salaries and
other fringe benefits which are possible when firms have a huge amount of cash flows.
Bankruptcy reduces this wastage of cash flows which increase FCF.
10.4 Findings of Proposition 3
10.4.1 Predicted Liquidity
According to the third proposition, retained earnings are the function of better liquidity
management of a corporation. It must be noted here that liquidity itself is a function of some
explanatory and exogenous variables derived from the previous two propositions. On one hand,
credit sales increase receivables which ultimately transform into circularity debt, on the other
hand it augment the possibility of increased liquidity in a firm. As can be seen in the second
proposition, firms do not face liquidity crunch because they generate positive cash flow from
operations.
10.4.2 Profitability (ROE)
Both of the explanatory variables i.e. liquidity and profitability show significant and
positive impact on retained earnings.
10.5 Findings of Proposition 4
Finally, it is argued that GFCF is a function of corporate savings which is the ultimate
objective of this dissertation. Both lags of the corporate savings show positive impact on GFCF.
Successful and sustained economic growth has been witnessed in case of East Asian countries,
including Japan, after the World War II. These counties have achieved high rates of savings and
153
investments and it happed due to outsized private corporate savings and investments. Particularly
Japanese firms enjoyed higher profits and hence high investment due the policy of low dividend
payout ratio (Singh, 1998).
Results are supportive of this premise that total investment in a country may be enhanced by
raising corporate savings.
CHAPTER 11
CONCLUSION AND RECOMMENDATIONS
11.1 Conclusion
The present research is a blend of economic governance and development financing. It
develops a theorem, identifying antecedent variables which can better expound the given
phenomenon. It has now come into the fact that investment position in a country can be
improved if corporate sector plays its rigorous role to convert its earnings into investment. It was
deduced from the theorem which states that the state of corporate governance must be improved
154
in order to minimize the circularity debt problem which is really a governance issue. Resolution
of this issue will lead the corporate sector to raise their liquidity and profitability as well.
Government must focus on the issue of circularity debt from the governance point of view rather
from the perspective of finance.
CEOs of corporate sector are not aligned with the objective of shareholders and they raise their
salaries and other perquisites in the form of salary and other personal expenses. This constitutes a
bad governance state which further enhances the issue of circularity debt. Therefore, attention
must be diverted towards improving the governance state of the corporate sector in order to
match the objectives of shareholders with the agents.
11.2 Recommendations
Followings are some point wise recommendations to policy makers.
Economic governance is the key to improve the economic situation of a county and must
be readdressed with respect to the corporate governance, especially in government owned
firms.
Earnings of a firm must be converted into fixed investment in plant and machinery in
order to grow in future. Investment in current assets will allow CEOs to enjoy freedom of
using this money in their own favor.
The problem of circularity debt is not an issue of finance rather a governance one.
Government must take actions to emphasize this area in order to get rid of this dilemma.
Agency costs must be minimized which exists in the form of personal expenses of CEOs
of corporations.
155
The compensation policy must be designed in a manner that it is based on firms’
performance. This will lead a CEO to take decisions which are in the best interest of
shareholders.
Although, dividend is good in the eyes of an investor, emphasize must be made towards
increasing the corporate savings in order to enjoy better earnings in times to come.
Government is responsible to create a business environment where transparent
management of public finance becomes possible at the national level.
In case the government regulation is not efficient, rules of conduct for the private sector
are desired. Particularly, improving the corporate social responsibility and relevance of
corporate governance is needed.
All power generation companies (GENCOs), the national transmission and dispatch
companies (NTDCs) and power distribution companies (DISCOs) are managed and run
by the Pakistan Electric and Power Company (PEPCO). It is a core entity in the power
sector but its audited accounts are not available to a common man. There is a need to
form it as a corporation in order to get more useful data of the energy sector of Pakistan.
Similarly, water and power development authority (WAPDA) is a key player in power
generation but its audited accounts are not publicly available. There is a need that it must
be formed as a corporation so that its financial statements become available.
11.3 Future Research
Since economic governance is a widespread topic, future research may be conducted
while covering other areas which have not been taken up in this dissertation. Researchers are
suggested to take other sector of the economy as the current dissertation only took energy sector.
156
Economic governance also includes participation, transparency, credibility, rule of law,
efficiency and accountability which must be explored in a developing country like Pakistan.
It was not the objective of the study but it is suggested that future research may be conducted by
the taking the span of an elected government as an explanatory variable to examine the economic
governance of a country. A short span of time is given to any elected government in which long
term objectives of economic governance are not achieved.
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Appendix A
List of Companies
Attock Petroleum Limited
Attock Refinery Limited
Altern Energy Limited
BYCO Petroleum Limited
Ideal Energy Limited
Japan Power Generation Limited
Karachi Electric Supply Limited
Kohinoor Energy Limited
173
Kohinoor Power Company Limited
Kot Adu Power Company Limited
Mari Gas Company Limited
National Refinery Limited
Nishat Chunain Power Company Limited
Oil & Gas Development Corporation
Pakistan International Airline
Pakistan Oilfield Limited
Pakistan Petroleum Limited
Pakistan Refinery Limited
Pakistan State Oil Company Limited
S.G. Power Company
Sitara Energy Limited
Shell Pakistan Limited
Southern Electric Power Company Limited
Sui Northern Gas Company Limited
Sui Southern Gas Company Limited
The Hub Power Company Limited
174
Appendix B
Result Output (Proposition 1)
Descriptive Statistics
Mean Std. Deviation N
LOGCG -.052466 .5636108 167
TYPE OF ORGANIZATION .41 .493 167
CONCENTRATION OF
OWNERS
7.423338 16.4881571 167
LOG OF CAPITAL 7.0515 .68123 167
CURRENT ASSETS/FIXED
ASSETS
99.4167 12.45824 167
Correlations
LOGCG
TYPE OF
ORGANIZATION
CONCENTRATION
OF OWNERS LOG OF CAPITAL
CURRENT
ASSETS/FIXED
ASSETS
175
Pearson Correlation LOGCG 1.000 .231 -.386 .057 .398
TYPE OF ORGANIZATION .231 1.000 -.368 .517 .118
CONCENTRATION OF OWNERS -.386 -.368 1.000 -.433 -.151
LOG OF CAPITAL .057 .517 -.433 1.000 .007
CURRENT ASSETS/FIXED
ASSETS
.398 .118 -.151 .007 1.000
Sig. (1-tailed) LOGCG . .001 .000 .231 .000
TYPE OF ORGANIZATION .001 . .000 .000 .065
CONCENTRATION OF OWNERS .000 .000 . .000 .026
LOG OF CAPITAL .231 .000 .000 . .463
CURRENT ASSETS/FIXED
ASSETS
.000 .065 .026 .463 .
N LOGCG 167 167 167 167 167
TYPE OF ORGANIZATION 167 167 167 167 167
CONCENTRATION OF OWNERS 167 167 167 167 167
LOG OF CAPITAL 167 167 167 167 167
CURRENT ASSETS/FIXED
ASSETS
167 167 167 167 167
Model Summary
Model R R Square
Adjusted R
Square
Std. Error of the
Estimate
Change Statistics
R Square
Change F Change df1 df2 Sig. F Change
1 .542a .294 .276 .4794974 .294 16.837 4 162 .000
a. Predictors: (Constant), CURRENT ASSETS/FIXED ASSETS, LOG OF CAPITAL, CONCENTRATION OF OWNERS, TYPE OF
ORGANIZATION
ANOVAb
Model Sum of Squares df Mean Square F Sig.
1 Regression 15.484 4 3.871 16.837 .000a
Residual 37.247 162 .230
Total 52.731 166
a. Predictors: (Constant), CURRENT ASSETS/FIXED ASSETS, LOG OF CAPITAL,
CONCENTRATION OF OWNERS, TYPE OF ORGANIZATION
b. Dependent Variable: LOGCG
Coefficientsa
176
Model
Unstandardized Coefficients
Standardized
Coefficients
t Sig. B Std. Error Beta
1 (Constant) -.462 .584 -.791 .430
TYPE OF ORGANIZATION .175 .090 .153 1.941 .054
CONCENTRATION OF
OWNERS
-.012 .003 -.357 -4.744 .000
LOG OF CAPITAL -.148 .067 -.179 -2.200 .029
CURRENT ASSETS/FIXED
ASSETS
.015 .003 .328 4.868 .000
a. Dependent Variable: LOGCG
Residuals Statisticsa
Minimum Maximum Mean Std. Deviation N
Predicted Value -1.446183 .517814 -.052466 .3054172 167
Std. Predicted Value -4.563 1.867 .000 1.000 167
Standard Error of Predicted
Value
.049 .251 .079 .027 167
Adjusted Predicted Value -1.037994 .499098 -.049384 .2960008 167
Residual -1.6749824 1.8099575 .0000000 .4736851 167
Std. Residual -3.493 3.775 .000 .988 167
Stud. Residual -3.532 3.849 -.003 1.007 167
Deleted Residual -1.7128658 1.8820673 -.0030822 .4930066 167
Stud. Deleted Residual -3.666 4.026 -.002 1.021 167
Mahal. Distance .723 44.638 3.976 4.541 167
Cook's Distance .000 .527 .009 .042 167
Centered Leverage Value .004 .269 .024 .027 167
a. Dependent Variable: LOGCG
177
178
179
180
Appendix C
Result Output (Proposition 2)
Logistic Regression
Dependent Variable Encoding
Original Value Internal Value
.00 0
1.00 1
Block 0: Beginning Block
Classification Tablea,b
Observed
Predicted
CIRCULARITY DEBT Percentage
Correct .00 1.00
Step 0 CIRCULARITY DEBT .00 126 0 100.0
1.00 42 0 .0
Overall Percentage 75.0
a. Constant is included in the model.
b. The cut value is .500
Variables in the Equation
B S.E. Wald df Sig. Exp(B)
Step 0 Constant -1.099 .178 38.019 1 .000 .333
Variables not in the Equation
Score df Sig.
Step 0 Variables PREDCG 1.148 1 .284
LOGLTD 34.717 1 .000
CFNTAST .748 1 .387
CAPEXNTAST .403 1 .525
LOGSALES 32.887 1 .000
Overall Statistics 47.004 5 .000
Block 1: Method = Enter
181
Omnibus Tests of Model Coefficients
Chi-square df Sig.
Step 1 Step 103.436 5 .000
Block 103.436 5 .000
Model 103.436 5 .000
Model Summary
Step -2 Log likelihood
Cox & Snell R
Square
Nagelkerke R
Square
1 85.509a .460 .681
a. Estimation terminated at iteration number 9 because parameter
estimates changed by less than .001.
Hosmer and Lemeshow Test
Step Chi-square df Sig.
1 2.829 8 .945
Classification Tablea
Observed
Predicted
CIRCULARITY DEBT Percentage
Correct .00 1.00
Step 1 CIRCULARITY DEBT .00 117 9 92.9
1.00 10 32 76.2
Overall Percentage 88.7
a. The cut value is .500
Variables in the Equation
B S.E. Wald df Sig. Exp(B)
Step 1a PREDCG -2.547 1.294 3.877 1 .049 .078
LOGLTD 1.845 .464 15.799 1 .000 6.325
CFNTAST .041 .016 6.736 1 .009 1.042
CAPEXNTAST -.014 .008 3.628 1 .057 .986
LOGSALES 4.201 .952 19.490 1 .000 66.766
Constant -45.893 8.291 30.638 1 .000 .000
a. Variable(s) entered on step 1: PREDCG, LOGLTD, CFNTAST, CAPEXNTAST, LOGSALES.
182
Step number: 1
Observed Groups and Predicted Probabilities
80 +
+
|
|
|
|
F |
|
R 60 +0
+
E |0
|
Q |0
|
U |0
|
E 40 +0
+
N |0
|
C |0
|
Y |0
|
20 +0
+
|0
|
|0
|
|000 00 1 1 0 1
1 1 |
Predicted ---------+---------+---------+---------+---------+---------+-------
--+---------+---------+----------
Prob: 0 .1 .2 .3 .4 .5 .6
.7 .8 .9 1
Group:
00000000000000000000000000000000000000000000000000111111111111111111111111111
11111111111111111111111
Predicted Probability is of Membership for 1.00
The Cut Value is .50
Symbols: 0 - .00
1 - 1.00
Each Symbol Represents 5 Cases.
/MISSING=PAIRWISE.
Correlations
183
Descriptive Statistics
Mean Std. Deviation N
PREDCG -.090392 .3435686 176
LOG OF LTD 6.0047 1.45188 177
CASH FLOW TO NET ASSETS 11.425722 29.9428504 180
CAP EXP TO NET ASSETS 146.962778 966.9405280 180
LOG OF SALES 7.3504 .96195 175
CIRCULARITY DEBT .2308 .42249 182
Correlations
PREDCG LOG OF LTD
CASH FLOW TO NET
ASSETS CAP EXP TO NET ASSETS LOG OF SALES CIRCULARITY DEBT
PREDCG Pearson
Correlation
1 .120 .186* -.234** .580** .090
Sig. (2-tailed)
.116 .014 .002 .000 .235
N 176 173 176 176 171 176
LOG OF LTD Pearson
Correlation
.120 1 .055 -.131 .515** .451**
Sig. (2-tailed) .116
.468 .081 .000 .000
N 173 177 177 177 172 177
CASH FLOW TO NET ASSETS Pearson
Correlation
.186* .055 1 .015 .083 .075
Sig. (2-tailed) .014 .468
.842 .274 .320
N 176 177 180 180 175 180
CAP EXP TO NET ASSETS Pearson
Correlation
-.234** -.131 .015 1 -.190* -.045
Sig. (2-tailed) .002 .081 .842
.012 .544
N 176 177 180 180 175 180
LOG OF SALES Pearson
Correlation
.580** .515** .083 -.190* 1 .430**
Sig. (2-tailed) .000 .000 .274 .012
.000
N 171 172 175 175 175 175
CIRCULARITY DEBT Pearson
Correlation
.090 .451** .075 -.045 .430** 1
Sig. (2-tailed) .235 .000 .320 .544 .000
N 176 177 180 180 175 182
*. Correlation is significant at the 0.05 level (2-tailed).
**. Correlation is significant at the 0.01 level (2-tailed).
184
Appendix D
Result Output (Proposition 3)
Regression
Descriptive Statistics
Mean Std. Deviation N
LOG RETAINED EARNINGS 5.9146 .91537 114
LIQUIDITY FROM MODEL 2 .266181 .3362549 114
RETURN ON EQUITY 34.1135 26.51258 114
Correlations
LOG RETAINED
EARNINGS
LIQUIDITY FROM
MODEL 2
RETURN ON
EQUITY
185
Pearson Correlation LOG RETAINED EARNINGS 1.000 .509 .653
LIQUIDITY FROM MODEL 2 .509 1.000 .216
RETURN ON EQUITY .653 .216 1.000
Sig. (1-tailed) LOG RETAINED EARNINGS . .000 .000
LIQUIDITY FROM MODEL 2 .000 . .011
RETURN ON EQUITY .000 .011 .
N LOG RETAINED EARNINGS 114 114 114
LIQUIDITY FROM MODEL 2 114 114 114
RETURN ON EQUITY 114 114 114
Variables Entered/Removed
Model Variables Entered
Variables
Removed Method
1 RETURN ON
EQUITY,
LIQUIDITY FROM
MODEL 2
. Enter
a. All requested variables entered.
Model Summaryb
Model R R Square
Adjusted R
Square
Std. Error of the
Estimate
1 .754a .569 .561 .60668
a. Predictors: (Constant), RETURN ON EQUITY, LIQUIDITY FROM MODEL 2
b. Dependent Variable: LOG RETAINED EARNINGS
ANOVAb
Model Sum of Squares df Mean Square F Sig.
1 Regression 53.828 2 26.914 73.124 .000a
Residual 40.854 111 .368
Total 94.682 113
a. Predictors: (Constant), RETURN ON EQUITY, LIQUIDITY FROM MODEL 2
b. Dependent Variable: LOG RETAINED EARNINGS
Coefficientsa
186
Model
Unstandardized Coefficients
Standardized
Coefficients
t Sig.
Collinearity Statistics
B Std. Error Beta Tolerance VIF
1 (Constant) 4.964 .098 50.865 .000
LIQUIDITY FROM MODEL 2 1.051 .174 .386 6.044 .000 .953 1.049
RETURN ON EQUITY .020 .002 .570 8.924 .000 .953 1.049
a. Dependent Variable: LOG RETAINED EARNINGS
Collinearity Diagnosticsa
Model Dimension Eigenvalue Condition Index
Variance Proportions
(Constant)
LIQUIDITY FROM
MODEL 2
RETURN ON
EQUITY
1 1 2.343 1.000 .05 .07 .05
2 .449 2.285 .08 .92 .15
3 .208 3.356 .86 .01 .80
a. Dependent Variable: LOG RETAINED EARNINGS
Residuals Statisticsa
Minimum Maximum Mean Std. Deviation N
Predicted Value 4.9009 7.5521 5.9146 .69018 114
Residual -1.89751 1.94406 .00000 .60129 114
Std. Predicted Value -1.469 2.372 .000 1.000 114
Std. Residual -3.128 3.204 .000 .991 114
a. Dependent Variable: LOG RETAINED EARNINGS
Charts
187
Appendix E
Result Output (Proposition 4)
Regression
Descriptive Statistics
Mean Std. Deviation N
GCF2 5.6570E11 6.89233E11 36
LAGRETEAR 1.0034E10 2.47245E10 36
Correlations
188
GCF2 LAGRETEAR
Pearson Correlation GCF2 1.000 .631
LAGRETEAR .631 1.000
Sig. (1-tailed) GCF2 . .000
LAGRETEAR .000 .
N GCF2 36 36
LAGRETEAR 36 36
Variables Entered/Removedb
Model Variables Entered
Variables
Removed Method
1 LAGRETEARa . Enter
a. All requested variables entered.
b. Dependent Variable: GCF2
Model Summaryb
Model R R Square
Adjusted R
Square
Std. Error of the
Estimate Durbin-Watson
1 .631a .399 .381 5.42274E11 .508
a. Predictors: (Constant), LAGRETEAR
b. Dependent Variable: GCF2
ANOVAb
Model Sum of Squares df Mean Square F Sig.
1 Regression 6.628E24 1 6.628E24 22.541 .000a
Residual 9.998E24 34 2.941E23
Total 1.663E25 35
a. Predictors: (Constant), LAGRETEAR
b. Dependent Variable: GCF2
Coefficientsa
Model
Unstandardized Coefficients
Standardized
Coefficients
t Sig. B Std. Error Beta
1 (Constant) 3.891E11 9.773E10 3.981 .000
LAGRETEAR 17.601 3.707 .631 4.748 .000
a. Dependent Variable: GCF2
Residuals Statisticsa
189
Minimum Maximum Mean Std. Deviation N
Predicted Value 1.7543E11 2.0603E12 5.6570E11 4.35182E11 36
Residual -3.67690E11 1.70440E12 -.00006 5.34471E11 36
Std. Predicted Value -.897 3.435 .000 1.000 36
Std. Residual -.678 3.143 .000 .986 36
a. Dependent Variable: GCF2
Regression
Descriptive Statistics
Mean Std. Deviation N
GCF3 5.8121E11 6.92890E11 35
LAGRETEAR 7.6076E9 2.02765E10 35
Correlations
GCF3 LAGRETEAR
Pearson Correlation GCF3 1.000 .613
LAGRETEAR .613 1.000
Sig. (1-tailed) GCF3 . .000
LAGRETEAR .000 .
N GCF3 35 35
LAGRETEAR 35 35
Variables Entered/Removedb
Model Variables Entered
Variables
Removed Method
1 LAGRETEARa . Enter
a. All requested variables entered.
b. Dependent Variable: GCF3
Model Summaryb
Model R R Square
Adjusted R
Square
Std. Error of the
Estimate Durbin-Watson
1 .613a .376 .357 5.55755E11 .350
a. Predictors: (Constant), LAGRETEAR
b. Dependent Variable: GCF3
ANOVAb
Model Sum of Squares df Mean Square F Sig.
190
1 Regression 6.131E24 1 6.131E24 19.849 .000a
Residual 1.019E25 33 3.089E23
Total 1.632E25 34
a. Predictors: (Constant), LAGRETEAR
b. Dependent Variable: GCF3
Coefficientsa
Model
Unstandardized Coefficients
Standardized
Coefficients
t Sig. B Std. Error Beta
1 (Constant) 4.219E11 1.005E11 4.197 .000
LAGRETEAR 20.942 4.701 .613 4.455 .000
a. Dependent Variable: GCF3
Residuals Statisticsa
Minimum Maximum Mean Std. Deviation N
Predicted Value 1.6767E11 2.1191E12 5.8121E11 4.24637E11 35
Residual -3.94663E11 1.69075E12 -.00002 5.47522E11 35
Std. Predicted Value -.974 3.622 .000 1.000 35
Std. Residual -.710 3.042 .000 .985 35
a. Dependent Variable: GCF3