The Relationship between Social Capital, Norm, and Bribery ...
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REVIEW OF INTERNATIONAL GEOGRAPHICAL EDUCATION
ISSN: 2146-0353 ● © RIGEO ● 11(3), SUMMER, 2021
www.rigeo.org Research Article
The Relationship between Social Capital,
Norm, and Bribery in Indonesia
Istiwanah Perdana Putri1
Universitas Andalas, Padang, Indonesia [email protected]
Elfindri2
Universitas Andalas, Padang, Indonesia
Neng Kamarni3
Universitas Andalas, Padang, Indonesia
Harif Amali3
Universitas Andalas, Padang, Indonesia
Ikhwani Ratna5
Universitas Islam Sultan Syarif Kasim, Riau, Indonesia
1Corresponding author: Email: [email protected]
Abstract
The study analyzed how social capital affects the bribery behavior of legislators in Riau Province in
drafting the regional expenditure budget (APBD/ Anggaran Pendapatan dan Belanja Daerah). This
study also analyzed social norms as moderating variables (can be weaken/strengthen in the
relationship between social capital and bribery behavior of legislator’s regency/city in Riau Province in
drafting APBD. This research uses a quantitative approach with the locus of the researching is legislators.
The total sample of the study was 214 members of legislators in Riau Province. The results of this study
indicate that social capital affects the bribery behavior of legislators in Riau Province. The stronger social
capital owned by the legislator; the more bribery behavior will increase. The same thing is shown by
social norms which are proven to be able to moderate social capital on the bribery behavior of
legislators in Riau Province in drafting the APBD. Social norms strengthen the relationship between social
capital and the bribery behavior of legislators in Riau Province. The study revealed that social norms
were very dominant to influence the occurrence of bribery, both active and passive. If the existing
social norms in the legislature consider that receiving rewards (money/goods/facilities) was a common
thing and supported by solid social capital, it would be increasing the bribery behavior
Keywords
Social capital, social norms, bribery behavior (active & passive), legislators
To cite this article: Putri, I, P.; Elfindri. Kamarni, N, Amali, H, and Ratna, K. (2021).The Relationship between Social
Capital, Norm, and Bribery in Indonesia. Review of International Geographical Education (RIGEO), 11(3), 513-526 Doi: 10.48047/rigeo.11.3.54
Submitted: 03-01-2021 ● Revised: 02-02-2021 ● Accepted: 04-03-2021
© RIGEO ● Review of International Geographical Education 11(3), SUMMER, 2021
Introduction
Benjamin Olken (Economics Professor of Massachusetts Institute of Technology) and Rohini
Pande (Economics Professor of Harvard University) said that corruption has become a
bureaucratic culture in developing countries. Moreover, bribe is part of the organizational
structure function. In Indonesia, there are many different cultures and ethnicities that affect the
difficulty in defining the deep-rooted and entrenched corrupt behavior (ALMI.or.id, March 2020).
Corruption over the decades in Indonesia resulted economic crisis in the 1998. After all, the new
order collapsed due to corrupt behavior allowed. In many literatures, corruption is very
destructive to the environment, economy, and social structure of developing countries (Davoodi
& Tanzi, 1997; Gupta, Davoodi, & Alonso-Terme, 2002; Seligson, 2002; Steele, 2010). Corruption is
an indication and result of institutional weakness caused the weak economic performance of a
country (Bardhan, 2017). According to Collins (2012), conducting a corruption research should
focus on corruption forms in a limited context. Corruption is not a real thing and it cannot be
calculated like Gross Domestic Product (GDP) (Johnston, 2010). Corruption is usually confidential
and occurs in various and regular ways.
The Namibia Institute found nine categories included corruption in the 2012 namely bribery,
embezzlement, fraud, extortion, abuse of power, conflict of interest, favoritism, nepotism and
illegal contributions Grabova (2014). For example, individuals or groups may offer money to
political parties in exchange for some interest. Meanwhile, according to Act No. 31 of 1999
concerning the Eradication of Criminal Corruption, the definition of corruption is anyone who is
categorized as violating the law, committing acts of enriching himself, benefiting himself or
another person or a corporation, abusing their authority or opportunities or facilities because of
the position that destructive to state finances or the state economy. According to the
Indonesian Corruption Watch (ICW) report, mass corruption occurred in parliament due to the
high-cost politics (Merdeka.com, 2018). Almas Syrafina, a member of ICW Political Corruption
Division, said that campaign is the most draining activity funds of election participants. First, the
parties or election candidates build billboards and conduct survey to attract public attention.
Second, the candidates also give a 'dowry' to attract the political parties’ attention. Third, the
candidates conduct the most expensive stages, campaign. Fourth, the witness payment in the
vote taking also included in the expensive stages. In West Java, there are candidates who
spend Rp. 20 billion for witness funds. Fifth, the preparation and supervision of disputes require
high costs.
The great example of candidates willing to spend a lot of money is the case of the former chief
of the Constitutional Court in 2014. There are election participants’ attempts to influence judges’
decisions on election disputes by conducting bribes. The amount of funds spent causes the
regional heads to return political capital. It is believed that regional heads’ salaries and
alimonies will not cover those funds. It becomes a chance to conduct fraud and corruption
impacted after being chosen. Returning political capital or political debt is carried out by
corruption, sale and purchase positions or ‘playing’ projects (Kompas.com, 2018). Corruption
Eradication Commission (KPK) declared that 4 regional heads to be corruption suspects from
January to June 2020. Most of the cases were due to bribery of Provincial Budget (APBD/
Anggaran Pendapatan Belanja Daerah) (http://acch.kpk.go.id). The commission said that the
bribery cases occupied first place (708 cases) over the last 16 years nationally. In addition, the
most of corruption suspects are members of parliament (232 cases).
This study focuses observing the occurrence of corruption in public institutions, especially in the
Indonesia Legislature. The Eradication of Criminal Corruption reported that the Indonesian
legislators occupy the highest position as corruption perpetrators until June 2020. This study will
limit the focus on bribery which the highest corruption in Indonesia when the Member of
Parliament discuss APBD organization. The importance role of the legislature design and
formulate policies and ratification of the consideration effecting APBD misuse that they are
sentenced in court (Nurhayati, Pratiwi, Muniarty, & Kamaluddin, 2020). Bribes can occur to
public officials with discretionary authority over the distribution of resources to the private sector,
in the form of fees or other incentives. Bribes transactions are divided into active and passive.
Active bribery is a person who attempts to influence the public or private official decisions by
offering, giving, or promising money, goods, or other services. While passive bribery is a person
who demands, receives, or expects a gift as a compensation for the abuse of their authority
(Caneppele & Calderoni, 2014). Bribery is a criminalized human behavior, not only in Indonesia
but also in international laws, such in the UK (Jordan, 2011).
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Social capital is a concern in the corruption literature (Donna Harris, 2007; Wachs, Yasseri,
Lengyel, & Kertész, 2019). Eroğlu and Kangal (2016) define the social capital concept as the
community ability to cooperate in achieving common goals in various groups. The goals to be achieved by the community are achieved with the community by building trust, agreeing on
the rules, networking and reciprocal relationships (Kamarni, Anshori, & Sukmana, 2019). Džunić
and Golubović (2016) adopted trust, social networks and social norms as parameters of social
capital. Empirical results from research conducted by Dzˇunic and Golubovic (2016) that
corruption has a close relationship with social capital and high corruption reflects institutional
weakness Bonding social capital leads to higher levels of perceived corruption, especially public
and political corruption, when trust and cooperation with outsiders is reduced (Dell Harris, 2007).
Based on the social-psychological, norms are very important in explaining and predicting the
specific human behavior (Ajzen, 1991; Schwartz, 1977). Gorsira, Steg, Denkers, and Huisman
(2018) in their research in the Netherlands on private and public institutions, found that social
norms have a major influence on the occurrence of corruption. Social norms are a very
important factor to explain why officials in private and public institutions are involved in
corruption. Corruption of public officials is defined as a moral hazard (Tavits, 2010). Wenzel (2004)
also found that social norms are not directly related to tax evasion, but have a strong
moderating role. This study of Australian citizens found social norms reinforce individual behavior
to commit or not commit tax evasion in Australia. When a high sense of shame is formed in
society towards tax evasion behavior, individuals will not do it. The popularity of a behavior will
force a person to act in accordance with the behavior (Rimal & Real, 2003) because the person
feels that enacting the behavior will provide benefits (expected results) for him. Social norms
reinforce (moderate) descriptive behavior of an individual (Lapinski & Rimal, 2005).
Social norms are relevant individuals‘perceptions of the others beliefs and behaviors (Cialdini,
Kallgren, & Reno, 1991). This is a very important relationship between the person and his
environment (Wikström, 2017). A person's social environment can greatly influence non-
normative behavior (Cialdini et al., 1991). Social factors can inhibit, activate, or stimulate
individuals to engage in corruption (Gorsira et al., 2018). Individual behavior that violates the
rules in the workplace is closely related to the violation of norms committed by their co-workers
(Robinson & O'Leary-Kelly, 1998). The theory of planned behavior focuses on subjective norms
referring to the perceived likelihood that others are important to approve or disapprove of a
specific behavior (Ajzen, 1985). Meanwhile, the theory focused on normative behavior
postulates that a person's behavior is not only influenced by individual perceptions of what is
generally agreed or disapproved of legal norms but also people's perceptions of what
descriptive norms usually do (Kallgren, Reno, & Cialdini, 2000). Someone who has a desire to be
corrupt will become weak if other people who are considered important do not accept corrupt
(Rabl & Kühlmann, 2008). The researcher uses the theory of social norms defined by Gorsira et al.
(2018) that a person's perception refers to what is important for other people to think and do in a
certain context, so that someone commits corruption more because of the behavior of his co-
workers who are also corrupt.
Based on the description above, the study examines the influence of social capital variables on
bribery behavior of legislature with social norms as a moderator. Norms are considered capable
of explaining human behavior in detail and contributing to corruption (Gorsira et al., 2018). Thus,
the social capital variable can affect the occurrence of corruption by how strong or weak social
norms are. Individuals with weak social norms, weak social capital, bribery behavior can
increase. Based on the previous case described above, corruption is not uncommon thing in
Indonesia. The KPK reported that corruption already entered into all life lines in Indonesia from
the executive at the regional to province and the legislature at the DPRD to the DPR RI.
Moreover, the judicial includes prosecutor, judge, or police conduct corruption. Corruption is
never finished even though the Indonesian government, especially the Corruption Eradication
Commission (KPK) conducted prevention and hand-picking operation against state officials in all
sectors. A Bribery case had involving the legislators of Riau Provincial, especially the 2014
regional expenditure budget changes (Anggaran Pendapatan Belanja Derah- Perubaha/
APBD-P). The case dragged the Governor of Riau for the 2014-2019 periods where to smooth the
hammer on the 2014 APBD-P ratification, the Governor bribed several legislators. Likewise, the
Governor of Riau in the 2009-2014 periods committed a criminal act of corruption in the form of
bribes to lgisaltors of the Riau Provincial to smooth the National Sport Weeks (Pekan Olahraga
Nasional/PON) budget. Recently, corruption cases involving lgislators in Regency/City in Riau
Province mostly violated government regulation number 110/2000 although now it has been
replaced with government regulation number 24/2004 regarding the financial position of DPRD.
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One of these cases occurred in Kampar Regency, totally 454 lgislators in Kampar regency have
been suspects for violating severance pay (Aditya & Al-Fatih, 2020){Treisman, 2000 #374}. The highest number of corruption cases based on the type is bribery. Then, Gorsira et al. (2018)
found that one of the effecting factors of bribery is social norms. Based on the KPK data and
Gorsira et al. (2018), the study examines and analyzes about the relationship between Social
Capital, Social Norms and Bribery in Indonesia.
Literature Review
Social Capital
The dimension of social capital is inherent in the structure of social relations and social networks
in a society that creates a variety of social obligations, creates a climate of mutual trust, carries
information channels, and sets norms, as well as social sanctions for members of the community
(Eriksson & Rataj, 2019). Putra, Kembauw, Sebayang, and Mukhlis (2020) emphatically states, not
necessarily the shared norms and values that are guided as a reference for behaving, acting,
and behaving automatically become social capital. However, only shared norms and values
are generated by trust. Trust is an expectation of order, honesty, and cooperative behavior that
arises from within a community based on the norms shared by its members. These norms can
contain statements that revolve around noble values (virtue) and justice. The concept of social
capital, which has been the subject of research for various types of science such as sociology,
economics, political science and the science and management sciences recently included in
this list, is treated as a resource that facilitates individual activities and these are defined as
norms and networks, which provide contribution along with important factors such as self-
confidence. Coleman based the term social capital on rational choice theory. Coleman, who
developed a 'Coleman-ish' approach using economics and sociology, generates social capital
based on ideas that include human action within a society. Scope with the neoclassical
principle of individual rationality.Coleman considers not only individuals consider as economists
do, but also social organizations such as sociologists. Coleman states that economic sociology
sees social capital as steps taken to make action, caused by social relations, easier. Thus, social
capital becomes a concept that is of interest to other disciplines.
According to Coleman, social capital explains why people can cooperate even in competition
with the best benefits and how they can achieve hard work. This approach puts social capital at
the center of the famous 'invisible hand' principle of classical economics. With his social capital
theory, in which he defends moving collectively instead of trying to achieve individual goals,
Putnam argues that ongoing social relations affect individual cooperation and their level of
solidarity positively by using available resources. In this case, in a society that is able to change 'I'
into 'we'. Social capital will be an important factor for achieving the 'common good.' Social
capital plays an important role in creating a sense of belonging to a community, a group, and
to express capacities that a person has but is not quite useful. Putnam has sought to source a
strong state, a strong society and a strong economy in his theory of social capital. While Putnam
evaluates social capital at the macro level to reveal social tendencies, Coleman also observes
social capital as public property. Bourdieu, on the other hand, studies social capital at the micro
level within the framework of the family, the social environment and its effects.
Social Norm
Social Norms are unwritten rules about how to behave. These rules are used by a social or
cultural group about values, beliefs, attitudes, and behaviors that are acceptable or
unacceptable (Fetrina, Rustamaji, Nuraeni, & Durrachman, 2017). These regulations may be
written or stated explicitly, or not written or stated explicitly. Failure to follow these rules will result
in a number of possible penalties, one of which is excommunication from the group (Deutsch &
Gerard, 1955; Perkins & Berkowitz, 1986). Emile Durkheim discovered social facts about norms,
which revealed a theory about society which has an integrated system involving social and
institutional issues. Durkheim also discovered the concepts of normative order. This can be seen
from his book entitled "Division of Labor in Society" (1893), which describes the type and quality
of reciprocal social ties resulting from the division of labor in modern society. Another book
entitled "The Elementary Forms of Religious Life" (1912), describes the external forces resulting
from moral values that limit individual behavior. The moral values that make up these external
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forces are norms. Durkheim concluded that society functions to produce various levels of social
bonds and rules within groups.Some researchers view companies as victims who are forced to
commit bribery when society institutionalizes bribery and corruption as social norms (Argandoña, 2005; Rose-Ackerman, 2002; Spencer J. and Gomez C, 2014; Vaughan, 1999). Such corrupt
institutions force companies to pay bribes in exchange for even their basic legitimate rights such
as access to infrastructure (Powpaka, 2002). Initially the social norm approach was developed
by Perkins and Berkowitz (1986) in an analysis of patterns of alcohol use in students. In his
research, these students assumed that their friends supported drinking behavior, so they were
able to predict how much they drank. Perkins and Berkowitz (1986) argue that to prevent
students from drinking alcohol is to focus on group behavior towards alcohol. If the group of
students thinks that drinking alcohol is bad, then the prevention pattern can be successful.
Bribery
Bribes are unofficial payments made by an organization to public officials on an ongoing basis
with the aim of obtaining business-related (Uhlenbruck, Rodriguez, Doh, & Eden, 2006). This
provides an overview of the unethical interactions between business people and authorities.
Bribery is defined as an offer, promising (giving) something to a public official to retain or obtain
a business (Boles, 2014; Hess, 2009; Sanyal, 2005). Academics have long recognized the
tendency of companies to pay bribes to achieve organizational goals and identified a number
of factors that can trigger companies to take bribes (Lee, Oh, & Eden, 2010). Some researchers
see companies as victims of bribery when society institutionalizes bribery and corruption as a
social norm (Argandoña, 2005; Rose-Ackerman, 2002){Spencer J. and Gomez C, 2014 #358}.
Corrupt institutions force companies to pay bribes in exchange for even their basic, legitimate
rights such as access to infrastructure (Powpaka, 2002). Regardless of whether public institutions
force companies to take bribes or vice versa companies actively provide bribes, most of the
literature states that bribery is an economic transaction. Assuming companies will bribe only
when the business benefits outweigh the costs (bribes) incurred (Ades & Di Tella, 1999; Brass,
Butterfield, & Skaggs, 1998; Martinez-Vazquez, Boex, & del Granado, 2007; Rose-Ackerman,
2002).
Experts argue that illicit payments (bribes) basically provide businesses with an opportunity to
increase efficiency (Iriyama, Kishore, & Talukdar, 2016; Mishina, Dykes, Block, & Pollock, 2010).
Firms that are weaker in the institutional environment can face additional costs from delayed
government approvals or prolonged transactions by public officials (Rottenberg, 1975; Svensson,
2003; Zhou & Peng, 2012). Such companies can use bribes to address the problem of late
payments from public officials. Public officials who have discretionary authority over the
distribution of resources to the private sector either in the form of fees or other incentives, bribes
can occur. Transactions in the form of bribes are divided into active and passive. Individuals,
who try to influence the decisions of public or private officials by offering, giving, or promising
money, goods, or other services, are called active bribes. Whereas individuals who ask for,
receive, or expect gifts in exchange for abuse of their power of authority are called passive
bribes (Caneppele & Calderoni, 2014). Bribery behavior in politicians (legislative) occurs due to
the tendency to profit from a project not because of the priority of the activity or program
(MARTIN, CULLEN, JOHNSON, & PARBOTEEAH, 2007). Legislative preference for the capital
expenditure budget is preferred because it can provide a larger commission than the budget
for social services, education and health (Zabler, 2021).
Social Capital Effect towards Bribery Behaviour
Eroğlu and Kangal (2016) in their research ‘Can Social Capital Be the New Dynamics of
Economic Development’ found that social capital has a positive influence on economic growth.
They also found that social capital can create new dynamics for a country's economic
development. In addition, social capital is one of the factors that influence the economic
development of a country (Požega, Crnković, & Sučić, 2011). On the other hand, corruption can
reduce a country's economy (Anh, Minh, & Tran-Nam, 2016). Therefore, the relationship between
corruptions, which is bribery, has a close relationship with social capital. Social capital becomes
concern in the literature of corruption (Donna Harris, 2007). Kingston (2005) measures social
capital with trust. In their repeated experiments, the trust gained by enabling them to commit
not to pay bribes can reduce the level of corruption.
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Courel-Ibáñez, Suárez, Ortega Toro, Piñar López, and Cárdenas Velez (2013) in their research
found that universal trust (connecting and bridging social capital) which is a positive social capital has a negative relationship with corruption. Conversely, a certain level of trust can be a
negative social capital directly related to corruption.
H1: Social capital influences the bribery behavior of Legislators Regency/City in Riau Province in
drafting regional expenditure budget (APBD)
The social norms role on social capital and bribery behaviour
According to Eroğlu and Kangal (2016) social capital has the effect of reducing asymmetric
information, to gain public trust, information sharing and competitiveness. Social capital is also
able to increase participation in political life and social organization, improve income
distribution and accelerate economic growth. Thus social capital can create new dynamics in
economic development. Majewska (2013) found that there is a level of dependence between
an increase in social capital and a decrease in the scale of corruption in the 104 countries in the
world that he studied. Požega et al. (2011) in their research also found that human capital has
the highest influence on world economic development, followed by moral capital, intellectual
capital and social capital. Uslaner (2004) reports that social capital is measured by the amount
of trust between individuals and individuals who trust each other is a significant cause of
reduced corruption. This research is supported by Porta et al (1997) where trust has a negative
influence on corruption. Trusting societies tend to have efficient governance, less corruption,
which leads to higher levels of economic development (Bjørnskov, 2012; Uslaner, 2004).
Similarly, research by Džunić and Golubović (2016) found that people with higher levels of
general trust and civic engagement tend to have lower levels of corruption. Likewise, research
by Banerjee (2016) reveals that there is a negative relationship between trust and bribery
behavior obtained from the experimental 'bribery game'. Nieuwenboer and Kaptein (2008)
argue that social factors can inhibit, activate, or stimulate individuals to engage in corruption. In
line with this, Robinson and O'Leary-Kelly (1998) found that the behavior of individuals who
violated the rules at work was closely related to the violation of norms committed by their
coworkers. Social normal does not directly refer to personal normative beliefs, but rather refers to
the individual's perception of the relevant beliefs and behaviors of others (Robert B Cialdini,
Kallgren and Reno, 1991). So this is a very important relationship between the person and his
environment (Wikström, 2017). A person's social environment can greatly influence non-
normative normative behavior (Cialdini & Goldstein, 2004; Cialdini et al., 1991).
H2: Social norms as moderators in the relationship between social capital and bribery behavior
of district/city legislators in Riau Province in drafting regional expenditure budget (APBD).
Method
This study uses a quantitative approach, with locus in 12 District/City Regional Houses of
Representatives (DPRD) in Riau Province. The independent variable of this study is social capital,
while the dependent variable is bribery behavior and social norms as moderator variables. Data
obtained from questionnaires filled out by respondents using a Likert scale with a gradation of 1
to 5 (strongly agree, agree, disagree, disagree, and strongly disagree). The total population of
district/city DPRD members in Riau Province is 480 people, with a sample of 214 respondents
(Krejcie and Morgan, 1970), and the sample is allocated proportionally to each district and city
area in Riau Province. By using the proportional allocation, the samples in each region are
obtained as follows:
ni= Ni/N x n
Where:
ni = number of samples for each region
Ni = number of population in each area
N = number of population n = total sample
Fom the above formula it can be calculated that the sample for Indragiri Hilir Regency is:
Ni = 45, N = 480, n = 214
ni= 45/480 x 214, then ni = 20.06 (rounded to 20)
With this formula, the sample size for each region is obtained as shown in table 1.
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Putri, I, P.; Elfindri. Kamarni, N, Amali, H, and Ratna, K. (2021).The Relationship between Social Capital, Nor……
Table 1
Data Sample by Region
No Region/City Total Sample
1 Indragiri Hilir 45 20
2 Indragiri Hulu 40 18
3 Pelalawan 35 16
4 Kuantan Singingi 35 16
5 Kampar 45 20
6 Pekanbaru 45 20
7 Dumai 30 13
8 Siak 40 18
9 Bengkalis 45 20
10 Rokan HIlir 45 20
11 Rokan Hulu 45 20
12 Kep. Meranti 30 13
Total
480 214
This study uses the theory of bribery from Beets (2005) which was developed by Gorsira et al.
(2018). Bribery is defined as an event (intention) actively (to offer/give/promise) and passive (to
ask/receive/expect) in return for money/goods or services by public officials. Bribery behavior is
measured through 2 indicators of active bribery (in the context of work, I can promise something
to others; I can give preferential treatment to others) and 1 indicator of passive bribery (in the
context of work, I can receive rewards in the form of money/goods/facilities). ) from others.
The measurement of social capital uses the theory of Ridle (1997) in Eroğlu and Kangal (2016).
Ridle combines social capital from Colleman and Fukuyama who share indicators of social
capital with trust, and networks. The measurement of social norms was adopted from the
research of Gorsira et al. (2018).
Social norms are defined as a person's perception of what is important for other people to think
and do in a particular context. So someone commits corruption more because of the behavior
of his coworkers who are also corrupt. Social norms are measured by seven statements, namely:
I believe my close colleagues feel guilty if they receive rewards (money/goods/facilities) for the
services provided; I believe my close friends give preferential treatment to people from outside
the organization; I believe that my close friends receive compensation (money/goods/facilities)
for providing special services; I believe my supervisor gives preferential treatment to people
outside the organization; I believe that my supervisor receives compensation
(money/goods/facilities) from outside the organization for the special services provided; I
believe my close friends receive preferential treatment from people outside the organization;
and I believe my boss receives preferential treatment from people outside the organization Data analysis using Structural Equation Modeling (SEM).
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Result Validity Test
Validity test aimed to measure the accuracy and reliability of the questionnaire as a data
collection instrument. The validity test was conducted by observing at the loading factor value
of each indicator. The loading factor value > 0.5 means that the indicator is valid (Hair Jr,
Sarstedt, Hopkins, & Kuppelwieser, 2014). The first stage is a validity test for each indicator and
the results are that the NS2 is below 0.5. For this reason, NS2 was dropped from the analysis.
Furthermore, the validity test is carried out again. From Table 1 it can be seen that the loading
factor values of all indicators are valid. From Table 2 it can be seen that the loading factor
values of all indicators are valid.
Table 2
Validity Test
Indicator Loading Factor
NS1 .645
NS3 .803
NS4 .832
NS5 .839
NS6 .881
NS7 .878
MS1 .617
MS2 .527
PS1 1.001
PS2 .592
Full Model Test
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Table 3
Goodness-of-Fit
Goodness of Fit
indicates
Cut off Value Hasil Model Keterangan
Chi Square Diharapkan kecil 97,73 Marginal
CMIN/DF 2,0-3,0 2,641 Very Good
Probabibilty ≥ 0,05 0,000 Marginal
GFI ≥ 0,90 0,924 Very Good
TLI ≥ 0,90 0,961 Very Good
IFI ≥ 0,90 0,974 Very Good
NFI ≥ 0,90 0,958 Very Good
RMSEA ≤ 0,08 0,088 Good
Table 2 showed that the dominant goodness of fit value conformed to the requirements, where
the RMSEA value is in the good category, as well as the CMIN, GFI, TLI, IFI, NFI values are 0.90 in
the excellent category.
Hypothesis Test
The hypothesis assay was conducted by the CR value generated AMOS 24 process. The
hypothesis is accepted when the CR value is higher than the critical value (1.96) at the
significance level (p < 0.05). Conversely, the hypothesis is rejected when the CR value is smaller
than the critical value with a significance level (p > 0.05). The parameter estimation results can
be seen in Table 3.
Table 4
Hypothesis Test Result
H Hypothesis C.R. p Ket
1 Bribery
behavior
<--- Social capital 8.331 *** Significant
H1: The social capital effect on bribery behavior produced a CR value of 8,331 with a
probability of *** (< 0.01). It showed that the absolute value of Critical Ratio (CR) > T Statistics
(1.96) or probability < level of significance (alpha (α=5%)). Therefore, it can be interpreted that
social capital has a significant effect on bribery behavior.
H2: The moderation effect is the effect of social capital interaction between social norms
and bribery behavior resulting a CR value of 4,544 with a probability of *** (< 0.01). It showed
that the Critical Ratio (CR) absolute value > T Statistics (1.96) or probability < significance level
(alpha (α=5%)). It can be interpreted that there was a significant influence between the social
capital interaction and social norms on bribery behavior. It means social norms moderated
social capital towards bribery behavior. The results of the social norms influence (moderation
variables) on bribery behavior are stated to be significant. Thus, social norms act as a quasi-
moderator on the social norms influence (moderation variables) towards bribery behavior.
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Table 5
Moderation Test Result
Exogenous Endogen Coeffici
ent
S.E. C.R. P
Social
capital *
Social norm
Bribery
behaviou
r
.006 .001 4.544 ***
Conversion of Path Diagram into Structural Model
Direct & Indirect Model Effect
Exogenous Endogen Path Coefficient
Social Capital Bribery behaviour .535
Social Norms Bribery behaviour .543
Social Capital *
Social Norms
Bribery behaviour .006
PS = 0.535 MS + 0.543 NS + 0.006 MS*NS
From the formula above, it can be informed that:
1. The coefficient of the social capital direct effect on bribery behaviour is 0.535. This value
showed that there is a positive and significant effect of social capital on bribery behaviour. It
means the great social capital will increase the bribery behaviour efficacy.
2. The coefficient of the social norms direct effect on bribery behaviour is 0.543. It showed
that there is a positive and significant influence of social norms on bribery behaviour. It means
higher social norms will increase bribery behaviour.
3. The coefficient of the social capital interaction moderation path towards social norms on
bribery behaviour is 0.006. It showed that social capital has a positive and significant effect on
bribery behaviour. Likewise, the path coefficient of the social capital interaction influence
towards social norms on bribery behaviour is positive. Thus, social norms strengthen the social
capital influence on bribery behaviour.
Discussion
a. The Effect of Social Capital towards Bribery Behavior of Legislaturs in Riau Province
(Regency/City) in Drafting Regional Expenditur Budgeting (APBD)
The test results show that social capital affects the bribery behavior of legislator members in Riau
Province; it means that social capital does not always produce positive externalities (Putra et al.,
2020). More trust and network belong to a person; the tendency for bribery can be increase. This
research is in line with Haris (2007) when trust in certain parties, for example there is a gift in the
form of "goods" as promised, the level of corruption also increases. Haris (2007) also concludes
that countries with high levels of kinship tend to be more corrupt. However, this is different from
research (Džunić & Golubović, 2016) which found that Western Balkan countries characterized
by low levels of public trust and poor levels of civil society development actually have the
highest levels of corruption perceptions among European countries. This is due to the fact that
informal networks as social bonds lack formal institutions that are more efficient in contributing to
the spread of corrupt activities.
522
Putri, I, P.; Elfindri. Kamarni, N, Amali, H, and Ratna, K. (2021).The Relationship between Social Capital, Nor……
The social capital that is built through the trust of fellow board members sometimes leads them
to fall. When a member of the council trusts his fellow members who are considered to know
more about the ins and outs of the APBD because it is already the 2nd period while he is new, then usually he will follow his colleague's advice. For example, in determining programs or
activities those are needed by the communities which are more easily included in the APBD.
According to the rules, the program or activity may be justified, but it turns out that from the
implementation side it is very sensitive, so that the program or activity is vulnerable to legal
cases, such as community assistance activities. In the end, the program or activity will drag the
board member into a legal realm that he did not know about before. In addition to trust, a
board member must have a wide network including fellow board members. But it was precisely
when the council members had to return the favor to other council members who had helped
him during the campaign period until he was elected. For example, you will promise to pass a
program or activity that is not in the public interest. One example is including the budget for
scholarships for their children in the APBD, even though their children do not meet the
requirements; it is very possible to still get scholarships because budgeting is also the authority of
legislators.
b. Social norms as moderators in the correlation between social capital and bribery
behavior of legislators in Riau Province in Drafting Expenditur Budgeting (APBD). The results of
data processing show that there is an effect of the interaction of social capital with social norms
on the bribery behavior of legislators in Regency/City of Riau Province. This means that social
norms are able to moderate social capital towards bribery behavior. The moderating path
coefficient of the interaction of social capital with social norms on bribery behavior is positive
and the coefficient of the direct influence of social capital on bribery behavior is also positive.
Thus, social norms strengthen the influence of social capital on bribery behavior. Coleman states
that social capital is basically a social structure (network) consisting of various communities,
which helps achieve goals and benefits for its members. In other words, it is the ability of people
to work together towards a common goal. Social capital that develops too strongly linking
various personal relationships both between government officials and politicians who work
together to protect their own interests is closely related to the preference for nepotism and
supporting family members, friends, or others who benefit certain groups, usually this kind of
social capital. Encourage the intensification of corruption (Majewska, 2013). From a social
capital perspective, what is important for achieving goals is not individual attributes but the way
one is embedded in the organization i.e., one's position in the network of social relationships that
provide information and political support (Brass et al., 1998).
However, changes in time cause this instrument (social capital) to fade because someone uses
this opportunity for personal or group interests, thus paving the way for corruption both political
corruption and in other forms (Ndem, 2012). In acting or working together, someone refers more
to individual perceptions of the beliefs and behaviors of other relevant people known as social
norms (Cialdini et al., 1991). In this research, social norms that apply to the community perceive
that getting rewards or receiving gifts in the discussion of the APBD is a normal thing, of course,
the members of the council follow these social norms. Thus social norms strengthen the
relationship of social capital to the bribery behavior of legislative members in Riau Province.
Conclusions and suggestions
a. Social capital is the ability of the community to work together to achieve common goals in
various groups. It is concluded that the bribery behavior of members of the district/city
legislature in Riau Province during drafting regional expenditure budgeting (APBD) will actually
strengthen if their social capital is stronger.
b. Social norms are a person's perception of what is important for other people to think and do in
a particular context. It is concluded that social norms become a moderating variable that can
strengthen or weaken the relationship between social capital and bribery behavior. This
happens when the existing social norms in the institution consider that receiving compensation in
drafting regional expenditure (APBD) is a common thing.
c. The originality of the findings of this study is that social norms are a moderating variable that is
able to strengthen the relationship between social capital and bribery behavior of district/city
legislators in Riau Province in the preparation of the APBD.
d. Practical implications of this research are to contribute in preventing the practice of bribery
behavior during the preparation of APBD in legislative institutions in Indonesia. Having good
523
© RIGEO ● Review of International Geographical Education 11(3), SUMMER, 2021
social capital is also not the final solution to reducing bribery behavior. Social capital needs to
be built together with institutional reform. This means that this institutional reform needs to emphasize the people in the institution, namely members of the legislature. This is because the
bond of social capital tends to lead to bribery behavior when a conflict of interest arises i.e.
when board members have to decide between helping family and friends or following the rule
of law. To prevent bribery behavior, commit yourself to have integrity and ‘not justify common
things happen’.
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