IDEAS home Printed from https://ideas.repec.org/a/eee/deveco/v158y2022ics0304387822000591.html
   My bibliography  Save this article

What is the optimal locus of control for social assistance programs? Evidence from the Productive Safety Net Program in Ethiopia

Author

Listed:
  • Simons, Andrew M.

Abstract

Do poverty outcomes improve when the implementation of social assistance programs is decentralized? The centralized implementation mandates of Ethiopia's Productive Safety Net Program require a full and uniform payment to each eligible person. In practice, however, communities do not receive enough funding to fully implement the program. Therefore, communities must exercise local discretion in allocating aid. I recover the preferences revealed by local communities' aid allocations and find they are pro-poor, allocating more to underprivileged groups with lower-wage earning potential (e.g., teenage girls vs. teenage boys, adult women vs. adult men, elderly vs. working-age adults). Despite communities' pro-poor implementation, the program with constrained funding does not significantly lower overall poverty rates. In simulations at full funding levels, the program reduces poverty with both centralized and decentralized allocation criteria. The financial scale of the safety net program is more important to poverty reduction than the locus of control over implementation.

Suggested Citation

  • Simons, Andrew M., 2022. "What is the optimal locus of control for social assistance programs? Evidence from the Productive Safety Net Program in Ethiopia," Journal of Development Economics, Elsevier, vol. 158(C).
  • Handle: RePEc:eee:deveco:v:158:y:2022:i:c:s0304387822000591
    DOI: 10.1016/j.jdeveco.2022.102897
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0304387822000591
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jdeveco.2022.102897?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Martin Browning & Pierre-André Chiappori & Arthur Lewbel, 2013. "Estimating Consumption Economies of Scale, Adult Equivalence Scales, and Household Bargaining Power," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(4), pages 1267-1303.
    2. David M. Drukker, 2002. "Bootstrapping a conditional moments test for normality after tobit estimation," Stata Journal, StataCorp LP, vol. 2(2), pages 125-139, May.
    3. Mark Ottoni Wilhelm, 2008. "Practical Considerations for Choosing Between Tobit and SCLS or CLAD Estimators for Censored Regression Models with an Application to Charitable Giving," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 70(4), pages 559-582, August.
    4. Foster, James & Greer, Joel & Thorbecke, Erik, 1984. "A Class of Decomposable Poverty Measures," Econometrica, Econometric Society, vol. 52(3), pages 761-766, May.
    5. Olken, Benjamin A., 2005. "Revealed community equivalence scales," Journal of Public Economics, Elsevier, vol. 89(2-3), pages 545-566, February.
    6. Machado, José A.F. & Santos Silva, J.M.C., 2019. "Quantiles via moments," Journal of Econometrics, Elsevier, vol. 213(1), pages 145-173.
    7. Amemiya, Takeshi, 1973. "Regression Analysis when the Dependent Variable is Truncated Normal," Econometrica, Econometric Society, vol. 41(6), pages 997-1016, November.
    8. Marc F. Bellemare & Christopher B. Barrett, 2006. "An Ordered Tobit Model of Market Participation: Evidence from Kenya and Ethiopia," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(2), pages 324-337.
    9. Vivi Alatas & Abhijit Banerjee & Rema Hanna & Benjamin A. Olken & Julia Tobias, 2012. "Targeting the Poor: Evidence from a Field Experiment in Indonesia," American Economic Review, American Economic Association, vol. 102(4), pages 1206-1240, June.
    10. Daniel Gilligan & John Hoddinott & Alemayehu Seyoum Taffesse, 2009. "The Impact of Ethiopia's Productive Safety Net Programme and its Linkages," Journal of Development Studies, Taylor & Francis Journals, vol. 45(10), pages 1684-1706.
    11. Appleton, Simon & Hoddinott, John & Krishnan, Pramila, 1999. "The Gender Wage Gap in Three African Countries," Economic Development and Cultural Change, University of Chicago Press, vol. 47(2), pages 289-312, January.
    12. Vivi Alatas & Abhijit Banerjee & Rema Hanna & Benjamin A. Olken & Ririn Purnamasari & Matthew Wai-Poi, 2019. "Does Elite Capture Matter? Local Elites and Targeted Welfare Programs in Indonesia," AEA Papers and Proceedings, American Economic Association, vol. 109, pages 334-339, May.
    13. Bardhan, Pranab & Mookherjee, Dilip, 2006. "Pro-poor targeting and accountability of local governments in West Bengal," Journal of Development Economics, Elsevier, vol. 79(2), pages 303-327, April.
    14. David Coady, 2004. "Targeting Outcomes Redux," The World Bank Research Observer, World Bank, vol. 19(1), pages 61-85.
    15. Hirvonen,Kalle Valtteri & Hoddinott,John, 2020. "Beneficiary Views on Cash and In-Kind Payments : Evidence from Ethiopia's Productive Safety," Policy Research Working Paper Series 9125, The World Bank.
    16. Galiani, Sebastian & Gertler, Paul & Schargrodsky, Ernesto, 2008. "School decentralization: Helping the good get better, but leaving the poor behind," Journal of Public Economics, Elsevier, vol. 92(10-11), pages 2106-2120, October.
    17. Fisman, Raymond & Gatti, Roberta, 2002. "Decentralization and corruption: evidence across countries," Journal of Public Economics, Elsevier, vol. 83(3), pages 325-345, March.
    18. Lessmann, Christian & Markwardt, Gunther, 2010. "One Size Fits All? Decentralization, Corruption, and the Monitoring of Bureaucrats," World Development, Elsevier, vol. 38(4), pages 631-646, April.
    19. Deaton, Angus S & Muellbauer, John, 1986. "On Measuring Child Costs: With Applications to Poor Countries," Journal of Political Economy, University of Chicago Press, vol. 94(4), pages 720-744, August.
    20. T. Paul Schultz, 2004. "Evidence of Returns to Schooling in Africa from Household Surveys: Monitoring and Restructuring the Market for Education," Journal of African Economies, Centre for the Study of African Economies, vol. 13(02), pages 95-148, December.
    21. Glick, Peter & Sahn, David E, 1997. "Gender and Education Impacts on Employment and Earnings in West Africa: Evidence from Guinea," Economic Development and Cultural Change, University of Chicago Press, vol. 45(4), pages 793-823, July.
    22. Veron, Rene & Williams, Glyn & Corbridge, Stuart & Srivastava, Manoj, 2006. "Decentralized Corruption or Corrupt Decentralization? Community Monitoring of Poverty-Alleviation Schemes in Eastern India," World Development, Elsevier, vol. 34(11), pages 1922-1941, November.
    23. Faguet, Jean-Paul, 2004. "Does decentralization increase government responsiveness to local needs?: Evidence from Bolivia," Journal of Public Economics, Elsevier, vol. 88(3-4), pages 867-893, March.
    24. Kakwani, Nanak, 1993. "Statistical Inference in the Measurement of Poverty," The Review of Economics and Statistics, MIT Press, vol. 75(4), pages 632-639, November.
    25. Dilip Mookherjee & Pranab K. Bardhan, 2000. "Capture and Governance at Local and National Levels," American Economic Review, American Economic Association, vol. 90(2), pages 135-139, May.
    26. Bet Caeyers & Stefan Dercon, 2012. "Political Connections and Social Networks in Targeted Transfer Programs: Evidence from Rural Ethiopia," Economic Development and Cultural Change, University of Chicago Press, vol. 60(4), pages 639-675.
    27. Powell, James L., 1984. "Least absolute deviations estimation for the censored regression model," Journal of Econometrics, Elsevier, vol. 25(3), pages 303-325, July.
    28. J. L. Nicholson, 1976. "Appraisal Of Different Methods Of Estimating Equivalence Scales And Their Results," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 22(1), pages 1-11, March.
    29. Amemiya, Takeshi, 1984. "Tobit models: A survey," Journal of Econometrics, Elsevier, vol. 24(1-2), pages 3-61.
    30. Talip Kilic & Edward Whitney & Paul Winters, 2015. "Decentralised Beneficiary Targeting in Large-Scale Development Programmes: Insights from the Malawi Farm Input Subsidy Programme," Journal of African Economies, Centre for the Study of African Economies, vol. 24(1), pages 26-56.
    31. Pollak, Robert A & Wales, Terence J, 1979. "Welfare Comparisons and Equivalence Scales," American Economic Review, American Economic Association, vol. 69(2), pages 216-221, May.
    32. Kato, Kengo & F. Galvao, Antonio & Montes-Rojas, Gabriel V., 2012. "Asymptotics for panel quantile regression models with individual effects," Journal of Econometrics, Elsevier, vol. 170(1), pages 76-91.
    33. Maikel Lieuw-Kie-Song, 2011. "Integrating Public Works and Transfers in Ethiopia: An Innovative Approach to Social Protection, Employment and Decent Work," One Pager 132, International Policy Centre for Inclusive Growth.
    34. Davidson, Russell & MacKinnon, James G., 1993. "Estimation and Inference in Econometrics," OUP Catalogue, Oxford University Press, number 9780195060119.
    35. John Hoddinott & Guush Berhane & Daniel O. Gilligan & Neha Kumar & Alemayehu Seyoum Taffesse, 2012. "The Impact of Ethiopia's Productive Safety Net Programme and Related Transfers on Agricultural Productivity," Journal of African Economies, Centre for the Study of African Economies, vol. 21(5), pages -786, November.
    36. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    37. Bardhan, Pranab & Mookherjee, Dilip, 2005. "Decentralizing antipoverty program delivery in developing countries," Journal of Public Economics, Elsevier, vol. 89(4), pages 675-704, April.
    38. Alderman, Harold, 2002. "Do local officials know something we don't? Decentralization of targeted transfers in Albania," Journal of Public Economics, Elsevier, vol. 83(3), pages 375-404, March.
    39. Olken, Benjamin A., 2006. "Corruption and the costs of redistribution: Micro evidence from Indonesia," Journal of Public Economics, Elsevier, vol. 90(4-5), pages 853-870, May.
    40. Guush Berhane & Daniel O. Gilligan & John Hoddinott & Neha Kumar & Alemayehu Seyoum Taffesse, 2014. "Can Social Protection Work in Africa? The Impact of Ethiopia's Productive Safety Net Programme," Economic Development and Cultural Change, University of Chicago Press, vol. 63(1), pages 1-26.
    41. Rodney Lunduka & Jacob Ricker-Gilbert & Monica Fisher, 2013. "What are the farm-level impacts of Malawi's farm input subsidy program? A critical review," Agricultural Economics, International Association of Agricultural Economists, vol. 44(6), pages 563-579, November.
    42. Maikel Lieuw-Kie-Song, 2011. "Integrating Public Works and Cash Transfers in Ethiopia: Implications for Social Protection, Employment and Decent Work," Working Papers 84, International Policy Centre for Inclusive Growth.
    43. Conning, Jonathan & Kevane, Michael, 2002. "Community-Based Targeting Mechanisms for Social Safety Nets: A Critical Review," World Development, Elsevier, vol. 30(3), pages 375-394, March.
    44. Barrett, Christopher B. & Luseno, Winnie K., 2004. "Decomposing producer price risk: a policy analysis tool with an application to northern Kenyan livestock markets," Food Policy, Elsevier, vol. 29(4), pages 393-405, August.
    45. Ricker-Gilbert, Jacob & Jayne, Thomas S., 2012. "Do Fertilizer Subsidies Boost Staple Crop Production and Reduce Poverty Across the Distribution of Smallholders in Africa? Quantile Regression Results from Malawi," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 126742, International Association of Agricultural Economists.
    46. Ritva Reinikka & Jakob Svensson, 2004. "Local Capture: Evidence from a Central Government Transfer Program in Uganda," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(2), pages 679-705.
    47. Coll-Black, Sarah & Gilligan, Daniel O. & Hoddinott, John F. & Kumar, Neha & Taffesse, Alemayehu Seyoum & Wiseman, William, 2012. "Targeting food security interventions in Ethiopia: The productive safety net programme," IFPRI book chapters, in: Dorosh, Paul A. & Rashid, Shahidur (ed.), Food and agriculture in Ethiopia: Progress and policy challenges, chapter 10, International Food Policy Research Institute (IFPRI).
    48. Skeels, Christopher L. & Vella, Francis, 1999. "A Monte Carlo investigation of the sampling behavior of conditional moment tests in Tobit and Probit models," Journal of Econometrics, Elsevier, vol. 92(2), pages 275-294, October.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Knippenberg, Erwin & Hoddinott, John F., 2017. "Shocks, social protection, and resilience: Evidence from Ethiopia," ESSP working papers 109, International Food Policy Research Institute (IFPRI).
    2. Kalle Hirvonen & Giulia Mascagni & Keetie Roelen, 2018. "Linking taxation and social protection: Evidence on redistribution and poverty reduction in Ethiopia," International Social Security Review, John Wiley & Sons, vol. 71(1), pages 3-24, January.
    3. Tagel Gebrehiwot & Carolina Castilla, 2018. "Do safety net transfers improve household diets and reduce undernutrition? Evidence from rural Ethiopia," Working Papers PMMA 2018-03, PEP-PMMA.
    4. Patacchini, Eleonora & Barrett, Christopher & , & Walker, Thomas, 2019. "Altruism, Insurance, And Costly Solidarity Commitments1," CEPR Discussion Papers 14148, C.E.P.R. Discussion Papers.
    5. Hirvonen, Kalle & Machado, Elia Axinia & Simons, Andrew M., 2024. "Do social protection programs reduce conflict risk? Evidence from a large-scale safety net program in rural Ethiopia," 2024 Annual Meeting, July 28-30, New Orleans, LA 343590, Agricultural and Applied Economics Association.
    6. Vesall Nourani & Christopher Barrett & Eleonora Patacchini & Thomas Walker, 2019. "Working Paper 313 - Altruism, Insurance, and Costly Solidarity Commitments," Working Paper Series 2439, African Development Bank.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Haseeb, Muhammad & Vyborny, Kate, 2022. "Data, discretion and institutional capacity: Evidence from cash transfers in Pakistan," Journal of Public Economics, Elsevier, vol. 206(C).
    2. Kis-Katos, Krisztina & Sjahrir, Bambang Suharnoko, 2017. "The impact of fiscal and political decentralization on local public investment in Indonesia," Journal of Comparative Economics, Elsevier, vol. 45(2), pages 344-365.
    3. Chikako Yamauchi, 2010. "Community-Based Targeting and Initial Local Conditions: Evidence from Indonesia's IDT Program," Economic Development and Cultural Change, University of Chicago Press, vol. 59(1), pages 95-147, October.
    4. Cheng, Xiaoyu & Wang, Jianying & Chen, Kevin Z., 2022. "Does villager social capital hinder poverty targeting? Evidence from poverty-stricken county of Western China," China Economic Review, Elsevier, vol. 71(C).
    5. Follett, Lendie & Henderson, Heath, 2023. "A hybrid approach to targeting social assistance," Journal of Development Economics, Elsevier, vol. 160(C).
    6. Muhammad Haseeb & Kate Vyborny, 2016. "Imposing institutions: Evidence from cash transfer reform in Pakistan," CSAE Working Paper Series 2016-36, Centre for the Study of African Economies, University of Oxford.
    7. Henderson, Heath & Follett, Lendie, 2022. "Targeting social safety net programs on human capabilities," World Development, Elsevier, vol. 151(C).
    8. Grégoire ROTA-GRAZIOSI & Emilie CALDEIRA, 2014. "La décentralisation dans les pays en développement : une revue de la littérature - Decentralization in developing countries: A literature review," Working Papers 201411, CERDI.
    9. Baird, Sarah & McIntosh, Craig & Özler, Berk, 2013. "The regressive demands of demand-driven development," Journal of Public Economics, Elsevier, vol. 106(C), pages 27-41.
    10. Han, Huawei & Gao, Qin, 2019. "Community-based welfare targeting and political elite capture: Evidence from rural China," World Development, Elsevier, vol. 115(C), pages 145-159.
    11. Emilie Caldeira & Martial Foucault & Grégoire Rota-Graziosi, 2014. "Does Decentralization Facilitate Access to Poverty-Related Services? Evidence from Benin," NBER Chapters, in: African Successes, Volume I: Government and Institutions, pages 57-102, National Bureau of Economic Research, Inc.
    12. Emilie Caldeira & Grégoire Rota-Graziosi, 2015. "La décentralisation dans les pays en développement : une revue de la littérature - Decentralization in developing countries: A literature review," CERDI Working papers halshs-01005204, HAL.
    13. Schleicher, Michael & Souares, Aurélia & Pacere, Athanase Narangoro & Sauerborn, Rainer & Klonner, Stefan, 2016. "Decentralized versus Statistical Targeting of Anti-Poverty Programs: Evidence from Burkina Faso," Working Papers 0623, University of Heidelberg, Department of Economics.
    14. Lendie Follett & Heath Henderson, 2022. "A hybrid approach to targeting social assistance," Papers 2201.01356, arXiv.org.
    15. Jayne, T.S. & Mason, Nicole M. & Burke, William J. & Ariga, Joshua, 2016. "Agricultural Input Subsidy Programs In Africa: An Assessment Of Recent Evidence," Feed the Future Innovation Lab for Food Security Policy Research Papers 259509, Michigan State University, Department of Agricultural, Food, and Resource Economics, Feed the Future Innovation Lab for Food Security (FSP).
    16. Erwin Bulte & Andreas Kontoleon & John List & Ty Turley & Maarten Voors, 2024. "Chief for a Day: Elite Capture and Management Performance in a Field Experiment in Sierra Leone," Natural Field Experiments 00789, The Field Experiments Website.
    17. Elsa Valli, 2017. "Essays on social protection," Economics PhD Theses 1017, Department of Economics, University of Sussex Business School.
    18. Pranab Bardhan & Dilip Mookherjee, 2005. "Decentralization, Corruption and Government Accountability: An Overview," Boston University - Department of Economics - The Institute for Economic Development Working Papers Series dp-152, Boston University - Department of Economics.
    19. Changwony, Frederick Kibon & Paterson, Audrey S., 2019. "Accounting practice, fiscal decentralization and corruption," The British Accounting Review, Elsevier, vol. 51(5).
    20. Suryadarma, Daniel & Yamauchi, Chikako, 2013. "Missing public funds and targeting performance: Evidence from an anti-poverty transfer program in Indonesia," Journal of Development Economics, Elsevier, vol. 103(C), pages 62-76.

    More about this item

    Keywords

    Social protection; Equivalence scales; Targeting; Revealed preference; Food aid; Child cost;
    All these keywords.

    JEL classification:

    • H53 - Public Economics - - National Government Expenditures and Related Policies - - - Government Expenditures and Welfare Programs
    • H75 - Public Economics - - State and Local Government; Intergovernmental Relations - - - State and Local Government: Health, Education, and Welfare
    • I38 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Government Programs; Provision and Effects of Welfare Programs
    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:deveco:v:158:y:2022:i:c:s0304387822000591. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/devec .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.