Agricultural input subsidies: the recent Malawi experience

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Presentation by Andrew Dorward at the event "The Political Economy of Agricultural Policy Processes in Africa", September 2014. http://www.future-agricultures.org/events/the-political-economy-of-agricultural-policy-processes-in-africa

Transcript of Agricultural input subsidies: the recent Malawi experience

Page 1: Agricultural input subsidies: the recent Malawi experience

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Origins2005/6: FAC Growth and Social Protection theme

Social protection (inter alia) from agriculture and agricultural growth

Social protection independent of agricultural growth Social protection for (inter alia) agricultural growthSocial protection through (inter alia) agriculture

2006/7 to presentDFID Malawi funding for subsidy programme

evaluation (early years with ODI & MSU)Biennial household surveys, annual reporting &

government/ partners engagementFAC funding

Complementary qualitative workPolicy engagement (civil society)Paperback African edition, 200 copies

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Purpose

To draw together 6 years of detailed evaluation work (annual

implementation reviews, biennial household surveys, 2 input market surveys, special studies) on the Malawi FISP

Long standing agricultural development research in Malawi & wider policy analysis

In order to update and develop theoretical understanding of

agricultural input subsidies’ impacts review specific lessons on design, implementation

and impact in Malawi review wider lessons on agricultural input subsidies promote debate on strategic policy decisions in large-

scale agricultural input subsidies

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Outline1. IntroductionPart I: Background2. Agricultural input subsidies: changing theory and practice3. Recent African experience with input subsidies4. Malawi: political, policy, livelihoods & market backgroundPart II: Implementation & Impacts of the Programme5. FISP activities and achievements6. Direct impacts of input subsidies8. Economy-wide effects of input subsidies9. Impacts on input market development10. Benefit cost analysis, 2006/7 to 2010/11Part III: Strategic issues11. Targeting and access to input subsidies12. Graduation13. Conclusions

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Features

Theoretical and historical / empirical underpinnings on input subsidy implementation and impacts

Malawi background: political, policy & livelihood histories Detailed, contextualised & comprehensive empirical work

for 2005/6 to 20011/12 on Evolving implementation activities and costsDirect outputsDirect & indirect & impacts Issues – graduation (& targeting)

Lessons for the FISP and for other countries

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Conclusions

6September 2014

Old and new thinking & practice all important in understanding important opportunities & pitfalls in different contexts

Mixed but poorly evaluated & reported experience with new generation of subsidies in Africa; narrow objectives

Critical importance of specific Malawi context: politics, policies, livelihoods & markets

Importance but difficulties of recording, measuring estimating activities, outcomes, & direct indirect impacts

Key issues contextual design & implementation for productivity,

targeting, rationing, market development, graduation & growth

complementary investments cost control politics & coordination

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Outstanding issues

The extent, impacts & significance of population growth Changing regional maize markets Contested issues – yield impacts & benefit:cost analysis Food security, growth, and/or social protection? Ongoing 2012/13 and 2013/14 experience ……

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National food security: consumption, production & surplus/deficit w ithout subsidy

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Input subsidies’ theory & experience

‘Conventional input subsidy theory’Temporarily promote learning of inputs’ benefits & use Conditions for success ….Concerns about leakages, permanence, burgeoning

costs, inefficiency, crowding out of private sector Widely used with credit subsidies etc in the Asian Green

Revolution & in Africa but little empirical study of their impacts

Abandonment of input & credit subsidies & other state actions

Continued attraction in Africa & resurgence from 2000, Ideal ‘smart’ subsidies (targeted, rationed, market

friendly, time bound, contextualised, efficient ….)?Actual programmes seldom smartNeed to consider impacts on credit constraints, wider

indirect impacts, targeting, graduation 10September 2014

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Rural Household Impacts

Subsidyimplementation

Effects on Macro economy

Input supply system Input market development

Prices

Policies

External cond-itions

Etc

Effects on recipientsProduction & productivity

Income & food security

Effects on non-recipients

Production & productivity

Income & food security

Labour markets

Maize markets,

Subsidies’ wider economy impacts

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Malawi: politics & policies

1964-1994: One party state, Dr Hastings Kamuzu BandaDualistic agricultural development: commercial estate

tobacco (middle class patronage), smallholder progressive farmers fertiliser (price) & credit subsidies, broad food security (mass patronage) but severe child malnutrition & poverty. Donor support then liberalisation

1994-2004: Multi party democracy, Bakili MuluziBusiness development: agricultural liberalisation of

tobacco, small universal/ targeted fertiliser subsidy, severe food shortages. Donor liberalisation & poverty reduction services

2004-2012: Multi party democracy, Bingu wa Mutharika Large Agricultural / Farm input subsidy programme,

‘targeted’ 50% coverage critical in minority government & 2nd term election. Donor budget support.

Agriculture critical in wider political strategies; ‘maize and fertiliser politics’ 12September 2014

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Low producer investment

Unstable maize prices

Low maize & agricproductivity

Consumer ‘lock in’ to low productivity

maize

Low & vulnerable real incomes

Low demand for non-agric goods

& services

UNSTABLE POLICIES

UNSTABLE WEATHER

SLOW PRIVATE SECTOR DEVELOPMENT

POOR ROADS

SOCIAL PROTECTION

INPUT SUBSIDY

MAIZE PRICE & TRADE POLICY

CREDIT,RESEARCH, EXTENSION, CASH & OIL

CROPS

ROADS

PRIVATE SECTOR,

NON-FARM

Malawi livelihoods & the low maize productivity trap

Low credit

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Changing subsidy impacts on households & markets

Input Subsidy

Poorer households

Less- poor households

Resale

Incremental use

Displacement use

Y1 Increased real incomes

Y1 Increased production

Y2 Increased real incomes

Y2 Reduced maize prices

Y1 Increased wagesRURAL

ECONOMY

RURAL HOUSEHOLDS

Y2 Increased wages

Farm/ non farm demand & investment

Input service demand & investment

Farm/ non farm investment

Y2 Increased production

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Scale of fertiliser sales

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Programme costs

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What are the impacts of FISP?

Incremental production National food security Maize prices

Beneficiary production Beneficiary food security (hanging in) Beneficiary income growth (stepping up) Beneficiary welfare, education, nutrition, health

Cash injection Ganyu wages Maize prices Non-beneficiary income growth & welfare (stepping up) Diversification (stepping out)

Knowledge Input supply system Resilience 21September 2014

Maize exports

Population growth

Poor rainfall

Economic crises

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Incremental production

Depends on Information? Incremental input use

Input disbursement Leakage/ theft (0-30%) ?Displacement (3, 15, 22%) ?Targeting, prices

Incremental yields per unit input ?Rainfall ?Soils ?Crop management ?Crop variety ?

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National food security: consumption & production

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National food security: consumption, production & surplus/deficit w ithout subsidy

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Maize prices

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Monthly Malawi domestic prices in Malawi Kwacha & in US$ equivalents

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Direct & indirect impacts

Nutrition? Health? Education? Maize prices? Ganyu (casual labour) wages? Poverty incidence? Economic growth?

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Benefit cost ratios (2005/6-2012/13)

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Fiscal efficiency 2005/6 – 2012/13

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Conclusions

FISP has been worthwhile but benefits undermined by implementation & policy

coordination weaknesses FISP faces major challenges

High costs, theft, low perceived benefits Returns & benefits could be dramatically improved

Timely deliveriesHigher farmer contributionsComplementary investments & policies

Roads, extension, researchFarm & non-farm diversification, maize prices,

growth, graduation Targeting?Tighter controlsPrivate sector development

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Wider lessons

Agricultural input subsidies can be successfulAddress critical farm, livelihood & wider economy

constraints to input use on staple cropsGood physical yield responses to subsidised inputs

(soils, seeds, rainfall)Efficient implementationCoherent visionPolitical commitment (a paradox?)

Agricultural input subsidies can also be costly failures Political attractiveness requires strong attention to their

effectiveness & efficiency Locate overall responsibility within the Ministry of Finance

or Economic Planning – while retaining operational responsibility within ministries of agriculture?

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Thank you

http://www.soas.ac.uk/cedep/research/malawi-subsidies/

http://www.future-agricultures.org/blog/entry/agricultural-input-subsidies-

the-recent-malawi-experience#.UuaP9xBFBpg

Much of the work reported here has been funded by UKaid from the Department for International Development; however the views expressed do not necessarily reflect the organisations’

official policies.

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Information sources

Implementation reports (predominantly Logistics Units weekly reports and annual report),

Coupon access, redemption, crop management & other data from household survey, sample of 2000 households across 14 districts in the 3 regions

Input supplier data from survey in 10 districts 446 outlets Focus group discussions, key informant interviews with

different stakeholders (Ministry of Agriculture & local government staff, retailers, and different categories of rural people)

‘community survey’ with key informant groups in sampled villages

Economy wide & maize crop simulation modelling Other reports

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Brief history of FISP

2004/5: Sachs & UN promotion of subsidy, delayed TIPS & fertilisers, ?poor rains? Food shortages and high prices

2005/6: Agricultural Input Subsidy Programme – no direct donor funding. Voucher based system for maize seed & maize & tobacco fertiliser

2006/7: donors began to get engaged, improved logisiticssystems, private sector seed & fertiliser sales, Imperial College / SOAS led evaluation (DFID)

2007/8: as above, new PS agriculture 2008/9: election year (May 2009), private sector excluded

from fertiliser (but not seed) sales 2009/10 ff: post election, tobacco fertiliser cut, budget

cuts & discipline, increasing legume seeds Objectives: to improve resource-poor smallholder famers’ access to improved agricultural inputs in order to achieve their and

ti l f d lf ffi i d t i th f ’ 35September 2014

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FISP Stated objectives

to improve resource-poor smallholder famers’ access to improved agricultural inputs ….

in order to achieve their and national food self-sufficiency raise these famers’ incomes through increased food and

cash crop production.

Later years of the programme have given greater emphasis to concerns for vulnerable farm households

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37September 2014

Kamuzu Banda Muluzi MutharikaFirst Second First Second First Second

Constitution One party state, ‘Life presidency’

Multi-party democracy, Presidential 2 term limit (5 year terms)

Elite patronage

Political/ technocratic/ estate ownership Financial Political & financial

Middle class patronage

Civil service,

education

Weakening: small estate owners

‘democratisation of corruption’

Professionals, businesses Weak

Masses patronage

Fertiliser subsidy & credit beneficiaries (less poor); food availability (poor)

Tobacco (less poor),

Fertiliser subsidy

Fertiliser subsidy (starter pack)

Fertiliser subsidy(FISP)

Rent utilization Free for all Non-developmental kleptocracy / free for all

Donor agricultural policies

Integrated rural devsupport

Liberalis-ation with U turns

Liberalisation, social protection (more

diversity among donors)Budget support,

governance, FISP support

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Malawi Social & economic indicators 1975 to 2005

38September 2014

1975 1985 1995 2000 2005Population Population, total (millions) 5.2 7.2 10.1 11.5 12.9

Rural population (% of total population) 92 90 87 85 88Welfare Poverty incidence (rural) 56Health Life expectancy at birth, total (years) .. 46 43 40 41

Mortality rate, under-5 (per 1,000) 304 245 193 155 125Nutrition Stunting (% children 6 to 59 months) 49 43Economy GNI per capita, Atlas method (current US$) 130 160 160 150 160

GDP growth (annual %) 6.1 4.6 16.7 1.6 2.8Inflation, consumer prices (annual %) .. 21.9 83.3 29.6 15.4Agriculture, value added (% of GDP) 37 43 30 40 35Industry, value added (% of GDP) 20 11 20 18 19Services, etc., value added (% of GDP) 42 35 50 43 46

Trade Imports of goods and services (% of GDP) 46 30 48 35 52Food imports (% of merchandise imports) 9 8 14 10 18

Agriculture Fertilizer consumption ('000 metric tons) 22 65 196 167 292Irrigated land (% of cropland) 0.93 0.97 1.50 2.46 ..Maize growers (% agricultural households) 97

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Coordination & control

Payments & control

StakeholdersFARMERSMoAFS: HQ, LU, ADDs,

DADOs, ASs, FAsDCs, TAs, VDCs, Police,

CSOsFertiliser importers,

retailersSeed suppliers, retailersADMARC: HQ, districts,

marketsSFFRFM: HQ, depots,

marketsTransportersDonors

Planning & budgeting

Secure coupon printing

Coupon distribution

to areas.

Beneficiary identification

Area allocations

Farmer registration

Coupon redemption

Input distribution (transport &

storage)

Input purchase

Coupon issue

Market opening

INPUT USE, PRODUCTION,

FOOD SECURITY

FISP implementation

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Depot receipts timing, % parastatal fertiliser sales

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Uplifts timing, % total by month

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Outstanding invoice payments by season

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Tendering

Initial tender call March 2012 opened in May Second call July 2012 awarded mid September

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Fertiliser cost & price comparisons

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2012/13 exchange rate: 365MK/US$

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Farmer contributions

Farmer contributions have fallen since establishment of FISP from around 35% to 3% of fertiliser cost

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Programme costs

ChallengesVery large scale of programme, national budget &

fiscal macroeconomic impactsMultiple stakeholders & political importancePhysical & financial budgeting & controlControlling leakagesDetermining appropriate farmer contributionsWorld prices for fertiliser costs Forex demands for fertiliserSpeedy payments to reduce supplier costsTendering procedures – time, quality, price

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Programme costs

Changes implemented to date Physical budget control Financial budget control Supplementary coupon control Invoice payments … Tender procedures …

Further potential improvements Increase farmer contributions Reduce beneficiary numbers Reduce subsidised inputs per beneficiary Reduction in leakages Improved targeting to reduce displacement

FDG views Mixed on reducing beneficiaries or subsidy/ beneficiary

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Total fertiliser voucher redemptions (millions)

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Incremental production

Depends on Information? Incremental input use

Input disbursement Leakage/ theft (0-30%) ?Displacement (3, 15, 22%) ?Targeting, prices

Incremental yields per unit input ?Rainfall ?Soils ?Crop management ?Crop variety ?

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Incremental maize production

Difficult to obtain reliable information on smallholder yields and yield responses

Data sources Input response

On farm trials, 92 kgN/ha 5 bags fertiliser/haHybrid: 13 to 22 kg/kg N, mean 17

Survey analysis (IHS3) ?Yield measurement ?Crop simulation – varies with crop management

Crop managementSurvey analysis (AISS2, IHS3,AISS3)

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Crop simulation

New information from commissioned maize simulation study under smallholder conditions (Anthony Whitbread et al, Goettingen University)

Realistic results Average yields a little bit higher than IHS3 under similar

management Identifies critical yield factors

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Illustrative N Response, hybrid without & with P

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Illustrative N Response, local without & with P

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Simulated yield response

Importance of hybrid seed early planting good agronomy potential for lower N rates variable returns to N

Good potential returns to N and impact Nutrient responses with average smallholder

management Local 18 kg grain/kg N (@37 kg N/ha) Hybrid 22 kg grain/kg N (@47 kg N/ha) Hybrid without fertiliser + 600kg/ha

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Total incremental maize production (MT)

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Seed displace-

ment

NUE Fertiliser displacement & leakage

Reduced Hybrid Local 10% 30% 45%

40%

-10% 22.1 17.5 1,161,772 933,559 762,400

-20% 19.6 15.5 1,032,686 829,830 677,689

-30% 17.2 13.6 903,600 726,102 592,978

50%-10% 22.1 17.5 1,139,302 911,090 739,931 -20% 19.6 15.5 1,012,713 809,858 657,716 -30% 17.2 13.6 886,124 708,625 575,502

60%-10% 22.1 17.5 1,116,833 888,621 717,461 -20% 19.6 15.5 992,740 789,885 637,743 -30% 17.2 13.6 868,648 691,149 558,025

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Yield responses

Data on actual yield responses Improving timing of coupon and input delivery & access

Tender processesFertiliser storage capacityDelivery access to marketsMatching market supply & demandBeneficiary identification & coupon distribution processesMore private sector involvement in fertiliser salesEarlier & more transparent/ participative coupon

allocation & distributionEliminate annual farm family register

Improving farmer crop managementExtension & farmer knowledgeFarmer resource (food/cash/labour) constraints Increasing use of organic fertilisers, legume rotations, etc

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National food security

Value of saved imports from 2007/8 to 2013/14 market seasons between 33% and 43% of FISP programme costs depending on the use of domestic or SAFEX import prices for valuing maize imports.

Analysis does not allow for benefits of more local access to maize dangers of reliance on often late imports long term social, economic and health costs of

periods of widespread food shortages and high prices.

Analysis also ignores wider economic benefits from FISP seasonal regional export market challenges to FISPs

role in supporting national food security (but this threatens national food security with or without FISP)

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Maize markets & prices: Malawi

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2003

Dec

2004

Aug

2005

Apr

2005

Dec

2006

Aug

2007

Apr

2007

Dec

2008

Aug

2009

Apr

2009

Dec

2010

Aug

2011

Apr

2011

Dec

2012

Aug

2013

Apr

Current US$/kg

Monthly Malawi domestic prices in Malawi Kwacha & in US$ equivalents

Page 60: Agricultural input subsidies: the recent Malawi experience

Regional maize markets & prices

60September 2014

0

0.1

0.2

0.3

0.4

0.5

0.6

2000

Aug

2001

Apr

2001

Dec

2002

Aug

2003

Apr

2003

Dec

2004

Aug

2005

Apr

2005

Dec

2006

Aug

2007

Apr

2007

Dec

2008

Aug

2009

Apr

2009

Dec

2010

Aug

2011

Apr

2011

Dec

2012

Aug

2013

Apr

Current US$/kg) Malawi

SAFEX-0.1

Page 61: Agricultural input subsidies: the recent Malawi experience

0

0.1

0.2

0.3

0.4

0.5

0.6

2008

Apr

2008

Jul

2008

Oct

2009

Jan

2009

Apr

2009

Jul

2009

Oct

2010

Jan

2010

Apr

2010

Jul

2010

Oct

2011

Jan

2011

Apr

2011

Jul

2011

Oct

2012

Jan

2012

Apr

2012

Jul

2012

Oct

2013

Jan

2013

Apr

Current US$/kg Malawi Nampula

Lusaka Tete

0

0.1

0.2

0.3

0.4

0.5

0.6

2000

Aug

2001

Apr

2001

Dec

2002

Aug

2003

Apr

2003

Dec

2004

Aug

2005

Apr

2005

Dec

2006

Aug

2007

Apr

2007

Dec

2008

Aug

2009

Apr

2009

Dec

2010

Aug

2011

Apr

2011

Dec

2012

Aug

2013

Apr

Current US$/kg)Malawi

SAFEX

SAFEX-0.1

Regional maize markets & prices

61September 2014

Page 62: Agricultural input subsidies: the recent Malawi experience

Malawi maize trade information

62September 2014

0

50

100

150

200

250

300

350

400

450

20002001200220032004200520062007200820092010201120122013

'000MT Export

Import

0

5

10

15

20

25

2008

Ap

r20

08Ju

l20

08O

ct20

09Ja

n20

09A

pr

2009

Jul

2009

Oct

2010

Jan

2010

Ap

r20

10Ju

l20

10O

ct20

11Ja

n20

11A

pr

2011

Jul

2011

Oct

2012

Jan

2012

Ap

r20

12Ju

l20

12O

ct20

13Ja

n20

13A

pr

'000MT Imports Exports

Monthly informal imports & exports Annual formal imports & exports

????

Page 63: Agricultural input subsidies: the recent Malawi experience

Regional maize exports

Early season regional maize exports pose a serious challenge to national & household food security to FISP food security benefits

Options?Export banConsistent ‘rules’Better crop estimatesEncourage private sector storage

Options?Relieve credit costs/ constraints

63September 2014

Page 64: Agricultural input subsidies: the recent Malawi experience

Cropping patterns (%)

64September 2014

0%

10%

20%

30%

40%

50%

60%

70%

80%

90%

2003 2005 2007 2009 2011 2013

% maize % hybrid% legumes % burley

Page 65: Agricultural input subsidies: the recent Malawi experience

Cropping patterns (ha)

65September 2014

-

0.20

0.40

0.60

0.80

1.00

1.20

2003 2005 2007 2009 2011 2013

Holding (ha)Maize (ha)Hybrid (ha)Legume (ha)Burley (ha)

Page 66: Agricultural input subsidies: the recent Malawi experience

Beneficiary welfare, education, nutrition, health Improved school attendance, diet, health mentioned in

some FGDs Past studies: U5 health, school attendance Holden perceived health Rickert Gilbert satisfaction with life Ward TIPS reduced stunting Kamanga nutrition

66September 2014

Page 67: Agricultural input subsidies: the recent Malawi experience

Beneficiary income growth

Maize (incremental production)High value to cost ratios for subsidised inputs (70+ for

fertiliser, 150 for hybrid seedFull maize pack MK55,000 to 75,000 One fertiliser coupon (without or with seed) MK20,000 to

25,000 Focus group discussions Mentioned income benefits & asset accumulation for better

off hh with more land & more coupons (stepping up)

67

Page 68: Agricultural input subsidies: the recent Malawi experience

Input supply impacts: fertiliser procurement from private co. & parastatals

68September 2014

0%

10%

20%

30%

40%

50%

60%

70%

80%

90%

100%

0

50

100

150

200

2005/6 2006/7 2007/8 2008/9 2009/102010/112011/122012/13

'000 metric tons

Brought forward MTS Parastatal tenders MTSPrivate sector tenders MTS Private sector % new supplies

Page 69: Agricultural input subsidies: the recent Malawi experience

Input supply system

69September 2014

42.6

31.6

39.8

62.5

20.4

24.2

18.6

12.5

37.0

44.241.5

25.0

0.0

10.0

20.0

30.0

40.0

50.0

60.0

70.0

Distributors ADMARC/SFFRFM Agro-Dealers Other Suppliers

Expand Contract No Change

Perc

ent

Growth of Business: Number of Sales Outlets, 2010/11 - 2012/13

Page 70: Agricultural input subsidies: the recent Malawi experience

Input supply system

70September 2014

Distributor /

Importer

ADMARC /

SFFRFM

Independent Agro-Dealers

Other Supplier

s

All

Seeds SalesIncreaseDecreaseNo ChangeN

3856650

8722025

283835199

38441916

284428290

Fertiliser SalesIncreaseDecreaseNo ChangeN

3856650

26492635

41312861

4020405

364321 151

Changes in Commercial Sales in past 5 agricultural seasons

Page 71: Agricultural input subsidies: the recent Malawi experience

71September 2014

Indicators Seed sales Fertiliser SalesReasons for IncreaseHigher farmer income, can procure more suppliesAble to obtain credit from suppliersSubsidy programme has created more businessFarmers had more money to purchaseImproved farm produce pricesOther N

19.5

2.453.7

14.64.94.982

16.4-

20.040.0

14.69.155

Reasons for DecreaseLack of credit/cash to purchase suppliesSubsidy programme has discouraged saleHigh input pricesFarmers have no money for purchasesUnable to participate in the subsidy prOther N

2.361.714.811.72.37.0128

3.152.330.86.21.56.265

Input supply system

Reasons for Changes in Commercial Sales in past seasons

Page 72: Agricultural input subsidies: the recent Malawi experience

Numbers of farm families?

72September 2014

-

0.5

1.0

1.5

2.0

2.5

2005 2006 2007 2008 2009 2010 2011 2012

Farm famillies (millions) North

Centre

South

Page 73: Agricultural input subsidies: the recent Malawi experience

Numbers of farm families?

73September 2014

-10%

-5%

0%

5%

10%

15%

20%

25%

2005-6 2006-7 2007-8 2008-9 2009-10 2010-11 2011-12

Annual growth rate

North

Centre

South

Page 74: Agricultural input subsidies: the recent Malawi experience

Leakages

74September 2014

Fertiliser Maize seed

Legume seed Fertiliser coupons

2010/11 2008/9 2006/7

Estimate as % redemptions/ sales, NSO hhNorth 77% 77% 82% 105% 73% 52%Centre 58% 52% 29% 74% 72% 67%South 65% 83% 68% 88% 71% 88%Total 63% 68% 52% 86% 71% 72%Estimate as % redemptions/ sales, MoAFS ffNorth 126% 126% 134% 171% 114% 80%Centre 99% 89% 49% 132% 111% 82%South 103% 132% 109% 132% 98% 121%Total 104% 113% 87% 139% 105% 95%

Page 75: Agricultural input subsidies: the recent Malawi experience

Diversion? Transport losses?

No of companies commissioned2008/09 232009/10 262010/11 252011/12 232012/13 43

Logistics Unit reported 608MTS lost (0.4%) & MK108 mill (0.2%)

Logistics Unit also reported 4,902MT stock balance expected (3.2% of voucher redemptions)

Tampered vouchers: 13,083 (0.4%)

September 2014 75

Page 76: Agricultural input subsidies: the recent Malawi experience

Leakages & displacement

FGD proposalsMore participation Sealed coupon packages opened at village meetings?Marked fertiliser bags?More/ less involvement of VHs, FAs?Elected committees?Mixed views on universal but smaller ration versus

targeting the poor

76September 2014

0

0.5

1

1.5

2

2.5

3

3.5

2008/9 2010/11 2012/13

targeting ‘the poor ‘ (100kg)targeting ‘the productive ‘ (100kg)

for all hh, with ½ the amount (50kg)

Scores: 4 = very good; 3= good; 2 = not good not bad; 1= bad; 0 = very bad

Page 77: Agricultural input subsidies: the recent Malawi experience

Leakages & displacement

ChallengesHigh value of inputs & of subsidyFake couponsSupplementary coupons & diversionTransport lossesAdulteration of inputs (eg sand in fertiliser) Late deliveries, stockouts & queuesSeed claims Local level diversion (TAs, Agric. staff, market staff)Coupon sales, input sales, vendors

77September 2014

Page 78: Agricultural input subsidies: the recent Malawi experience

Leakages & displacement Changes implemented to reduce leakages &

displacementNo supplementary couponsBetter coupon securityTransport monitoringOpen meetingsPublic beneficiary listsBetter market systems (eg rotation, committees)Police & ACB involvement

78September 2014

Page 79: Agricultural input subsidies: the recent Malawi experience

Leakages & displacement

Further changes?Sort out the number of farm families & rural householdsTransporter vetting & monitoringE vouchersRaise farmer contributionsUniversal allocation but smaller amount per beneficiaryFurther & earlier transparency/ information &

participation Genuine participatory allocations Fuller & earlier information on numbers Fuller implementation of public lists

79September 2014

Page 80: Agricultural input subsidies: the recent Malawi experience

Targeting

Stated targeting criteria resource poor Malawians owning land explicit emphasis on more vulnerable households

child or female headed households, people living with HIV/AIDS, vulnerable people and their guardians or carers,

80September 2014

Page 81: Agricultural input subsidies: the recent Malawi experience

Targeting

81September 2014

2012/13 2010/11 2008/9 2006/7

Zero >0 &<1 1

Mean/

recipient

ZeroMean/ recipient

ZeroMean

/ recipient

ZeroMean

/ recipient

North 48% 0% 9% 1.82 24% 1.81 28% 2.03 38% 1.9Centre 40% 17% 31% 1.08 31% 1.34 35% 1.42 45% 1.7South 38% 8% 37% 1.21 11% 1.46 33% 1.49 49% 1.7National 40% 11% 31% 1.21 21% 1.44 33% 1.52 46% 1.7

Fertiliser Maize seed

Legume seed Fertiliser coupons

Average coupons received per hh 2010/11 2008/9 2006/7

North 0.94 0.46 0.42 1.38 1.46 1.21Centre 0.65 0.29 0.15 0.92 0.93 0.96South 0.75 0.48 0.37 1.29 1 0.84Total 0.73 0.39 0.28 1.13 1.02 0.93

Page 82: Agricultural input subsidies: the recent Malawi experience

0.0

0.5

1.0

1.5

2.0

2.5

2005/6 2006/7 2007/8 2008/9 2009/10 2010/11 2011/12 2012/13

North Centre South All

0.0

0.5

1.0

1.5

2.0

2.5

2005/6 2006/7 2007/8 2008/9 2009/10 2010/11 2011/12 2012/13

North Centre South All

Area targeting: fertiliser vouchers redeemed per farm family

82September 2014

MoAFS farm families

NSO rural households

Page 83: Agricultural input subsidies: the recent Malawi experience

Area targeting: beneficiaries per farm family by district

83September 2014

0%

10%

20%

30%

40%

50%

60%Ch

ikhw

awa

Nsa

nje

Lilo

ngw

eDe

dza

Man

goch

iM

achi

nga

Kasu

ngu

Nkh

ota

Kota

Karo

nga

Ntc

hisi

Mul

anje

Salim

aM

chin

jiN

khat

a Ba

yDo

wa

Mzi

mba

Bala

kaN

tche

uZo

mba

Chira

dzul

uCh

itipa

Nen

oBl

anty

reM

wan

zaTh

yolo

Liko

ma

Phal

ombe

Rum

phi

Page 84: Agricultural input subsidies: the recent Malawi experience

Targeting

84September 2014

2012/13 2010/11 2008/9 2006/7

Zero >0 &<1 1

Mean/

recipient

ZeroMean/ recipient

ZeroMean

/ recipient

ZeroMean

/ recipient

North 48% 0% 9% 1.82 24% 1.81 28% 2.03 38% 1.9Centre 40% 17% 31% 1.08 31% 1.34 35% 1.42 45% 1.7South 38% 8% 37% 1.21 11% 1.46 33% 1.49 49% 1.7National 40% 11% 31% 1.21 21% 1.44 33% 1.52 46% 1.7

Fertiliser Maize seed

Legume seed Fertiliser coupons

Average coupons received per hh 2010/11 2008/9 2006/7

North 0.94 0.46 0.42 1.38 1.46 1.21Centre 0.65 0.29 0.15 0.92 0.93 0.96South 0.75 0.48 0.37 1.29 1 0.84Total 0.73 0.39 0.28 1.13 1.02 0.93

Page 85: Agricultural input subsidies: the recent Malawi experience

Targeting

85September 2014

2012/13 2010/11 2008/9

Zero >0 &<1 1

Mean/ recipie

ntZero

Mean/ recipie

ntZero

Mean/ recipie

ntMaize for 4-7 months 41% 13% 35% 1.10 21% 1.41 30% 1.4

Maize for 8-10 months 36% 13% 36% 1.14 25% 1.34 27% 1.6

Maize for >10 months 33% 14% 29% 1.30 17% 1.3 36% 1.77

Poorest (Ovutikitsitsa) 41% 11% 33% 1.15 29% 1.29 40% 1.31Ovutika 38% 12% 31% 1.23 19% 1.42 30% 1.5Ovutikilako 37% 10% 33% 1.25 21% 1.42 30% 1.56>=

wapakatikati 46% 11% 28% 1.22 17% 1.69 36% 1.8

Page 86: Agricultural input subsidies: the recent Malawi experience

Targeting

86September 2014

2012/13 2010/11 2008/9 2006/7

Zero >0 &<1 1

Mean/

recipient

ZeroMean/ recipient

ZeroMean/ recipient

ZeroMean

/ recipient

National 40% 11% 31% 1.21 21% 1.44 33% 1.52 46% 1.7Male headed 41% 11% 30% 1.22 20% 1.45 34% 1.55 43% 1.8

Female headed 37% 13% 35% 1.18 25% 1.41 32% 1.45 54% 1.6

Youth head 60% 12% 23% 0.93 na na na na

N.A.Working age head 42% 11% 31% 1.15 21% 1.43 35% 1.53

Elderly head 27% 12% 34% 1.29 21% 1.53 28% 1.49

Page 87: Agricultural input subsidies: the recent Malawi experience

Targeting

87September 2014

Fertiliser Coupon numbers per hh

Zero >0 &<1 1 More

than 1Owned Area in ha 0.90 0.88 0.94 1.16Value durable assets (‘000MK) 34,4 23,2 25,8 55,2 Value Livestock assets (‘000MK) 53,1 26,8 45,7 178.0 Total Value livestock & durable assets (‘000MK) 87,5 50,1 71,5 235,2 Subjective score of hh food consumption over past 12 months 1.4 1.4 1.5 1.6Subjective score on welfare 2.2 2.2 2.2 2.3Month after harvest that maize ran out 6.9 7.3 7.2 7.5

Page 88: Agricultural input subsidies: the recent Malawi experience

Targeting – respondent views

88September 2014

Poor people, female headed hh, more productive farmers, households with orphans, better off farmers all roughly no difference in targeting

VDC members a bit more likely to get coupons, civil servants & teachers less likely

FGDs – mixed reports

Page 89: Agricultural input subsidies: the recent Malawi experience

Targeting: allocations, distribution & access

Good targeting should promote: Low diversion / losses Low displacementEffective input use Reaching the poor & vulnerable

lowexclusion errors (the right people don’t get it)inclusion errors (the wrong people get it)

Issues: processes & outcomes Scale of programme & disbursements Area targeting:

regional & district distribution Household targeting:

beneficiary characteristics coupon access & redemption

89September 2014

Page 90: Agricultural input subsidies: the recent Malawi experience

Targeting

Further changes?E vouchersUniversal allocation but smaller amount per beneficiaryFurther & earlier transparency / information &

participation Genuine participatory allocations Fuller & earlier information on numbers

FGD proposalsMore participation Sealed coupon packages opened at public village

meetings?Marked fertiliser bags?More/ less involvement of VHs, FAs?Elected committees?

90September 2014

Page 91: Agricultural input subsidies: the recent Malawi experience

Household targeting Challenges (see earlier slides)

Little evidence of targeting reaching the poor & vulnerable – but they are not excluded…?

Redistribution & sharing very important for the poor Interactions with leakagesAllocation & access both important ‘We are all poor’, growing population, static couponsVery difficult to improve it

Participation & transparency?External involvement?

Changes implemented to improve area & hh targetingSee under leakagesRegional reallocations Increased emphasis on poor & vulnerableActions to improve access (eg market systems) Low farmer contributions? 91September 2014

Page 92: Agricultural input subsidies: the recent Malawi experience

2012/13 BCA Sensitivity analysis: leakage/ displacement

92September 2014

-

0.20

0.40

0.60

0.80

1.00

1.20

1.40

1.60

1.80

2.00

-

50

100

150

200

250

300

0% 10% 20% 30% 40% 50% 60% 70% 80%

US$mill

Fertiliser leakage / displacement

NPV (US$)

BCR

Fiscal Efficiency

Page 93: Agricultural input subsidies: the recent Malawi experience

2012/13 BCA Sensitivity analysis: fertiliser price

93September 2014

-

0.50

1.00

1.50

2.00

2.50

3.00

3.50

-

50.00

100.00

150.00

200.00

250.00

- 200 400 600 800 1,000 1,200 1,400

US$mill

Fetiliser price US$/mtT

NPV (US$)TOTAL FISCAL CostsBCRFiscal Efficiency

Page 94: Agricultural input subsidies: the recent Malawi experience

2012/13 BCA Sensitivity analysis: farmer contributions

94September 2014

-

0.20

0.40

0.60

0.80

1.00

1.20

1.40

1.60

1.80

2.00

-

20.00

40.00

60.00

80.00

100.00

120.00

140.00

160.00

0.0% 10.0% 20.0% 30.0% 40.0% 50.0% 60.0% 70.0%

US$mill

Farmer fertiliser contribution

NPV (US$) TOTAL FISCAL CostsBCR Fiscal Efficiency

Page 95: Agricultural input subsidies: the recent Malawi experience

2012/13 BCA Sensitivity analysis: yields

95September 2014

-

0.50

1.00

1.50

2.00

2.50

-

50

100

150

200

250

300

0% 20% 40% 60% 80% 100% 120%

US$mill

% of Simulation NUE

NPV (US$)

BCR

Fiscal Efficiency

Page 96: Agricultural input subsidies: the recent Malawi experience

Corrections to Jayne et al BCA (1)(and correction effects)

Methodological Separate financial analysis for government & farmers Calculation of Fiscal Efficiency (FE) Algebraic calculation of combined diversion &

displacement (very minor improvement in BCR)(minor improvement in FE)

Consistent treatment of diversion as transfers (major improvements in BCR & FE)

Inclusion of incremental farmer costs (eg harvest)(major deteriorations in BCR & FE)

Allowance for economy wide multipliers(improvements in BCR & FE)

96

Page 97: Agricultural input subsidies: the recent Malawi experience

Corrections to Jayne et al BCA (2)(and correction effects)

Data Displacement & diversion estimates for later years more sharing, no supplementary distribution, no tobacco fertilisers, better coupon security, (better recovery of farmer contributions)

(little change to BCR) (improvements in FE)

Higher yield response – 5 not 3.3 kg grain/kg fertiliser

(major improvement in BCR)

97

Page 98: Agricultural input subsidies: the recent Malawi experience

Corrections to Jayne et al BCA (3)

98September 2014

2005/6 2007/8 2009/10 All yearsJayne et al. Econ BCR 0.63 1.57 0.64 0.76

Revised estimates addressing methodological issuesWithout multipliersEcon BCR 0.67 1.66 0.70 0.90

With multipliersEcon BCR 0.71 1.81 0.78 0.98

Revised estimates addressing methods & 5kg maize/kg fert.Without multipliersEcon BCR 1.01 2.50 1.05 1.36FE no farmer payments 0.01 1.44 0.04 0.29FE inc farmer payments 0.01 1.89 0.05 0.35

With multipliersEcon BCR 1.07 2.72 1.18 1.48FE no farmer payments 0.02 2.68 0.08 0.55FE inc farmer payments 0.03 3.52 0.09 0.65