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Measuring the impact of unconditional cash transfers on consumption and poverty in Rwanda

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  • Habimana, Dominique
  • Haughton, Jonathan
  • Nkurunziza, Joseph
  • Haughton, Dominique Marie-Annick

Abstract

This study estimates the causal effect of Rwanda’s unconditional cash transfer program (VUP-Direct Support) on the incidence of poverty, the poverty gap, and household food and non-food expenditure for direct support recipients. Our empirical analysis applies four matching methods to data from the 2013/14 household survey in order to estimate the program impact on the treated. The findings show that participation in the program has positive and statistically significant effects on measured headcount poverty and poverty gap. The program results in a small increase in both total and food consumption, with a reduction in consumption of food from home production, and no change in non-food consumption. The estimated treatment effects are relatively robust to violations of the conditional independence assumption, and to the choice of subsample.

Suggested Citation

  • Habimana, Dominique & Haughton, Jonathan & Nkurunziza, Joseph & Haughton, Dominique Marie-Annick, 2021. "Measuring the impact of unconditional cash transfers on consumption and poverty in Rwanda," World Development Perspectives, Elsevier, vol. 23(C).
  • Handle: RePEc:eee:wodepe:v:23:y:2021:i:c:s2452292921000576
    DOI: 10.1016/j.wdp.2021.100341
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    as
    1. repec:oup:apecpp:v:37:y:2015:i:1:p:86-106 is not listed on IDEAS
    2. Shikuku, Kelvin Mashisia & Okello, Julius Juma & Wambugu, Stella & Sindi, Kirimi & Low, Jan W. & McEwan, Margaret, 2019. "Nutrition and food security impacts of quality seeds of biofortified orange-fleshed sweetpotato: Quasi-experimental evidence from Tanzania," World Development, Elsevier, vol. 124(C), pages 1-1.
    3. Andrea Ichino & Fabrizia Mealli & Tommaso Nannicini, 2008. "From temporary help jobs to permanent employment: what can we learn from matching estimators and their sensitivity?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(3), pages 305-327.
    4. Kassouf, Ana Lucia & de Oliveira, Pedro Rodrigues, 2012. "Impact evaluation of the brazilian non-contibutory pension program Beneficio de Prestaçao Continuada (BPC) on family welfare," PEP Working Papers 164405, Partnership for Economic Policy (PEP).
    5. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    6. Stefan Wager & Susan Athey, 2018. "Estimation and Inference of Heterogeneous Treatment Effects using Random Forests," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 113(523), pages 1228-1242, July.
    7. Barbara Sianesi, 2004. "An Evaluation of the Swedish System of Active Labor Market Programs in the 1990s," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 133-155, February.
    8. Abadie, Alberto & Imbens, Guido W., 2011. "Bias-Corrected Matching Estimators for Average Treatment Effects," Journal of Business & Economic Statistics, American Statistical Association, vol. 29(1), pages 1-11.
    9. Han, Chirok & Kim, Beomsoo, 2011. "A GMM interpretation of the paradox in the inverse probability weighting estimation of the average treatment effect on the treated," Economics Letters, Elsevier, vol. 110(2), pages 163-165, February.
    10. Sarah Baird & David McKenzie & Berk Özler, 2018. "The effects of cash transfers on adult labor market outcomes," IZA Journal of Migration and Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 8(1), pages 1-20, December.
    11. Keisuke Hirano & Guido W. Imbens & Geert Ridder, 2003. "Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score," Econometrica, Econometric Society, vol. 71(4), pages 1161-1189, July.
    12. Angus Deaton & Salman Zaidi, 2002. "Guidelines for Constructing Consumption Aggregates for Welfare Analysis," World Bank Publications, The World Bank, number 14101, April.
    13. Rachel Sabates‐Wheeler & Samantha Yates & Emily Wylde & Justine Gatsinzi, 2015. "Challenges of Measuring Graduation in Rwanda," IDS Bulletin, Blackwell Publishing, vol. 46(2), pages 103-114, March.
    14. James Heckman & Salvador Navarro-Lozano, 2004. "Using Matching, Instrumental Variables, and Control Functions to Estimate Economic Choice Models," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 30-57, February.
    15. Guido W. Imbens, 2015. "Matching Methods in Practice: Three Examples," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 373-419.
    16. Gustavo J. Bobonis & Roberto Castro & Juan S. Morales, 2015. "Conditional Cash Transfers for Women and Spousal Violence: Evidence of the Long-Term Relationship from the Oportunidades Program in Rural Mexico," IDB Publications (Working Papers) 91600, Inter-American Development Bank.
    17. A. Smith, Jeffrey & E. Todd, Petra, 2005. "Does matching overcome LaLonde's critique of nonexperimental estimators?," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 305-353.
    18. Jenny Aker, 2013. "Cash or Coupons? Testing the Impacts of Cash versus Vouchers in the Democratic Republic of Congo," Working Papers 320, Center for Global Development.
    19. Ellen Verhofstadt & Miet Maertens, 2015. "Can Agricultural Cooperatives Reduce Poverty? Heterogeneous Impact of Cooperative Membership on Farmers' Welfare in Rwanda," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 37(1), pages 86-106.
    20. Hidrobo, Melissa & Hoddinott, John & Kumar, Neha & Olivier, Meghan, 2018. "Social Protection, Food Security, and Asset Formation," World Development, Elsevier, vol. 101(C), pages 88-103.
    21. Bagnoli, Lisa, 2019. "Does health insurance improve health for all? Heterogeneous effects on children in Ghana," World Development, Elsevier, vol. 124(C), pages 1-1.
    22. Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2006. "Moving the Goalposts: Addressing Limited Overlap in the Estimation of Average Treatment Effects by Changing the Estimand," NBER Technical Working Papers 0330, National Bureau of Economic Research, Inc.
    23. repec:wbk:wbpubs:13081 is not listed on IDEAS
    24. Wooldridge, Jeffrey M., 2007. "Inverse probability weighted estimation for general missing data problems," Journal of Econometrics, Elsevier, vol. 141(2), pages 1281-1301, December.
    25. Vo, Thang T. & Van, Pham Hoang, 2019. "Can health insurance reduce household vulnerability? Evidence from Viet Nam," World Development, Elsevier, vol. 124(C), pages 1-1.
    26. Aguila, Emma & Kapteyn, Arie & Tassot, Caroline, 2017. "Designing cash transfer programs for an older population: The Mexican case," The Journal of the Economics of Ageing, Elsevier, vol. 9(C), pages 111-121.
    27. Lebihan, Laetitia & Mao Takongmo, Charles-Olivier, 2019. "Unconditional cash transfers and parental obesity," Social Science & Medicine, Elsevier, vol. 224(C), pages 116-126.
    28. Paul J. Gertler & Sebastian W. Martinez & Marta Rubio-Codina, 2012. "Investing Cash Transfers to Raise Long-Term Living Standards," American Economic Journal: Applied Economics, American Economic Association, vol. 4(1), pages 164-192, January.
    29. Marito Garcia & Charity M. T. Moore, 2012. "The Cash Dividend : The Rise of Cash Transfer Programs in Sub-Saharan Africa," World Bank Publications - Books, The World Bank Group, number 2246, December.
    30. Johannes Haushofer & Jeremy Shapiro, 2016. "The Short-term Impact of Unconditional Cash Transfers to the Poor: ExperimentalEvidence from Kenya," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1973-2042.
    31. Katia Covarrubias & Benjamin Davis & Paul Winters, 2012. "From protection to production: productive impacts of the Malawi Social Cash Transfer scheme," Journal of Development Effectiveness, Taylor & Francis Journals, vol. 4(1), pages 50-77, March.
    32. Vincent Gahamanyi & Andrew Kettlewell, 2015. "Evaluating Graduation: Insights from the Vision 2020 Umurenge Programme in Rwanda," IDS Bulletin, Blackwell Publishing, vol. 46(2), pages 48-63, March.
    33. Nilsson, Pia & Backman, Mikaela & Bjerke, Lina & Maniriho, Aristide, 2019. "One cow per poor family: Effects on the growth of consumption and crop production," World Development, Elsevier, vol. 114(C), pages 1-12.
    34. Hjelm, Lisa & Handa, Sudhanshu & de Hoop, Jacobus & Palermo, Tia, 2017. "Poverty and perceived stress: Evidence from two unconditional cash transfer programs in Zambia," Social Science & Medicine, Elsevier, vol. 177(C), pages 110-117.
    35. Handa, Sudhanshu & Natali, Luisa & Seidenfeld, David & Tembo, Gelson & Davis, Benjamin, 2018. "Can unconditional cash transfers raise long-term living standards? Evidence from Zambia," Journal of Development Economics, Elsevier, vol. 133(C), pages 42-65.
    36. Aliou Diagne & Matty Demont, 2007. "Taking a new look at empirical models of adoption: average treatment effect estimation of adoption rates and their determinants," Agricultural Economics, International Association of Agricultural Economists, vol. 37(2‐3), pages 201-210, September.
    37. Kamurase, Alex & Wylde, Emily & Hitimana, Stephen & Kitunzi, Anka, 2012. "Rwanda - Social safety net assessment," Social Protection Discussion Papers and Notes 91577, The World Bank.
    38. Melissa Hidrobo & Amber Peterman & Lori Heise, 2016. "The Effect of Cash, Vouchers, and Food Transfers on Intimate Partner Violence: Evidence from a Randomized Experiment in Northern Ecuador," American Economic Journal: Applied Economics, American Economic Association, vol. 8(3), pages 284-303, July.
    39. Sudhanshu Handa & David Seidenfeld & Benjamin Davis & Gelson Tembo, 2016. "The Social and Productive Impacts of Zambia's Child Grant," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 35(2), pages 357-387, April.
    40. Zhiqiang Tan, 2010. "Bounded, efficient and doubly robust estimation with inverse weighting," Biometrika, Biometrika Trust, vol. 97(3), pages 661-682.
    41. Jing Qin & Biao Zhang & Denis H.Y. Leung, 2017. "Efficient Augmented Inverse Probability Weighted Estimation in Missing Data Problems," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 35(1), pages 86-97, January.
    42. Austin Peter C & Laupacis Andreas, 2011. "A Tutorial on Methods to Estimating Clinically and Policy-Meaningful Measures of Treatment Effects in Prospective Observational Studies: A Review," The International Journal of Biostatistics, De Gruyter, vol. 7(1), pages 1-32, January.
    43. Becerril, Javier & Abdulai, Awudu, 2010. "The Impact of Improved Maize Varieties on Poverty in Mexico: A Propensity Score-Matching Approach," World Development, Elsevier, vol. 38(7), pages 1024-1035, July.
    44. Quentin Wodon, 2012. "Improving the Targeting of Social Programs in Ghana," World Bank Publications - Books, The World Bank Group, number 13082, December.
    45. Giang, Long Thanh & Nguyen, Cuong Viet, 2017. "How would cash transfers improve child welfare in Viet Nam?," Children and Youth Services Review, Elsevier, vol. 82(C), pages 87-98.
    46. Silvio Daidone & Luca Pellerano & Sudhanshu Handa & Benjamin Davis, 2015. "Is Graduation from Social Safety Nets Possible? Evidence from Sub‐Saharan Africa," IDS Bulletin, Blackwell Publishing, vol. 46(2), pages 93-102, March.
    47. Margitic, Juan & Ravallion, Martin, 2019. "Lifting the floor? Economic development, social protection and the developing World's poorest," Journal of Development Economics, Elsevier, vol. 139(C), pages 97-108.
    48. Jonathan Haughton & Shahidur R. Khandker, 2009. "Handbook on Poverty and Inequality," World Bank Publications - Books, The World Bank Group, number 11985, December.
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