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High Noon for Microfinance Impact Evaluations: Re-investigating the Evidence from Bangladesh

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  • Maren Duvendack
  • Richard Palmer-Jones

Abstract

Recently, microfinance has come under increasing criticism raising questions of the validity of iconic studies which have justified it, such as Pitt and Khandker. Chemin applied propensity score matching to the Pitt and Khandker data, finding different impacts, but does not disaggregate by gender of borrower. We first replicate Chemin and extend his analysis in two ways. We test the robustness of propensity score matching results to selection on unobservables using sensitivity analysis, and we investigate propensity score matching estimates of impacts by gender of borrowers. The mainly insignificant impacts of microfinance differ greatly by gender of borrower, but are all vulnerable to selection on unobservables. We are therefore not convinced that the relationships between microfinance and outcomes are causal with these data.

Suggested Citation

  • Maren Duvendack & Richard Palmer-Jones, 2012. "High Noon for Microfinance Impact Evaluations: Re-investigating the Evidence from Bangladesh," Journal of Development Studies, Taylor & Francis Journals, vol. 48(12), pages 1864-1880, December.
  • Handle: RePEc:taf:jdevst:v:48:y:2012:i:12:p:1864-1880
    DOI: 10.1080/00220388.2011.646989
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    1. Hala Abou-Ali & Hesham El-Azony & Heba El-Laithy & Jonathan Haughton & Shahid Khandker, 2010. "Evaluating the impact of Egyptian Social Fund for Development programmes," Journal of Development Effectiveness, Taylor & Francis Journals, vol. 2(4), pages 521-555.
    2. Marco Caliendo & Reinhard Hujer, 2006. "The microeconometric estimation of treatment effects—An overview," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 90(1), pages 199-215, March.
    3. Angus Deaton, 2009. "Instruments of development: Randomization in the tropics, and the search for the elusive keys to economic development," Working Papers 1128, Princeton University, Woodrow Wilson School of Public and International Affairs, Center for Health and Wellbeing..
    4. 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.
    5. Karlan, Dean S. & Zinman, Jonathan, 2009. "Expanding Microenterprise Credit Access: Using Randomized Supply Decisions to Estimate the Impacts in Manila," Center Discussion Papers 52600, Yale University, Economic Growth Center.
    6. Matthieu Chemin, 2008. "The Benefits and Costs of Microfinance: Evidence from Bangladesh," Journal of Development Studies, Taylor & Francis Journals, vol. 44(4), pages 463-484, April.
    7. Sascha O. Becker & Marco Caliendo, 2007. "Sensitivity analysis for average treatment effects," Stata Journal, StataCorp LP, vol. 7(1), pages 71-83, February.
    8. Tommaso Nannicini, 2007. "Simulation-based sensitivity analysis for matching estimators," Stata Journal, StataCorp LP, vol. 7(3), pages 334-350, September.
    9. Karlan, Dean & Zinman, Jonathan, 2009. "Expanding Microenterprise Credit Access: Randomized Supply Decisions to Estimate the Impacts in Manila," Working Papers 68, Yale University, Department of Economics.
    10. 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.
    11. Signe-Mary McKernan, 2002. "The Impact Of Microcredit Programs On Self-Employment Profits: Do Noncredit Program Aspects Matter?," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 93-115, February.
    12. DiPrete, Thomas A. & Gangl, Markus, 2004. "Assessing bias in the estimation of causal effects: Rosenbaum bounds on matching estimators and instrumental variables estimation with imperfect instruments," Discussion Papers, Research Unit: Labor Market Policy and Employment SP I 2004-101, WZB Berlin Social Science Center.
    13. repec:pri:rpdevs:morduch_microfinance_poor is not listed on IDEAS
    14. Jonathan Morduch, 1999. "The Microfinance Promise," Journal of Economic Literature, American Economic Association, vol. 37(4), pages 1569-1614, December.
    15. Mark Pin & Shahidur Khandker & Signe-Mary Mckernan & M. Latif, 1999. "Credit programs for the poor and reproductive behavior in low-income countries: Are the reported causal relationships the result of heterogeneity bias?," Demography, Springer;Population Association of America (PAA), vol. 36(1), pages 1-21, February.
    16. Daniel S. Hamermesh, 2007. "Replication in Economics," NBER Working Papers 13026, National Bureau of Economic Research, Inc.
    17. Mark M. Pitt & Shahidur R. Khandker, 1998. "The Impact of Group-Based Credit Programs on Poor Households in Bangladesh: Does the Gender of Participants Matter?," Journal of Political Economy, University of Chicago Press, vol. 106(5), pages 958-996, October.
    18. Mark M. Pitt & Shahidur R. Khandker & Omar Haider Chowdhury & Daniel L. Millimet, 1998. "Credit Programs for the Poor and the Nutritional Status of Children in Rural Bangladesh," Working Papers 98-4, Brown University, Department of Economics, revised 16 Jan 1998.
    19. Shahidur R. Khandker, 2005. "Microfinance and Poverty: Evidence Using Panel Data from Bangladesh," The World Bank Economic Review, World Bank, vol. 19(2), pages 263-286.
    20. 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.
    21. Ravallion, Martin, 2008. "Evaluating Anti-Poverty Programs," Handbook of Development Economics, in: T. Paul Schultz & John A. Strauss (ed.), Handbook of Development Economics, edition 1, volume 4, chapter 59, pages 3787-3846, Elsevier.
    22. Guido W. Imbens, 2010. "Better LATE Than Nothing: Some Comments on Deaton (2009) and Heckman and Urzua (2009)," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 399-423, June.
    23. Mark M. Pitt & Shahidur R. Khandker & Omar Haider Chowdhury & Daniel L. Millimet, 2003. "Credit Programs for the Poor And the Health Status of Children in Rural Bangladesh," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 44(1), pages 87-118, February.
    24. repec:pri:cheawb:deaton%20instruments%20of%20development%20keynes%20lecture%202009.pdf is not listed on IDEAS
    25. James Heckman & Hidehiko Ichimura & Jeffrey Smith & Petra Todd, 1998. "Characterizing Selection Bias Using Experimental Data," Econometrica, Econometric Society, vol. 66(5), pages 1017-1098, September.
    26. Coleman, Brett E., 1999. "The impact of group lending in Northeast Thailand," Journal of Development Economics, Elsevier, vol. 60(1), pages 105-141, October.
    27. Jonathan Morduch, 1998. "Does Microfinance Really Help the Poor? New Evidence from Flagship Programs in Bangladesh," Working Papers 198, Princeton University, Woodrow Wilson School of Public and International Affairs, Research Program in Development Studies..
    28. Tommaso Nannicini, 2007. "A simulation-based sensitivity for matching estimators," United Kingdom Stata Users' Group Meetings 2007 15, Stata Users Group.
    29. Nidhiya Menon, 2006. "Non-linearities in returns to participation in Grameen Bank programs," Journal of Development Studies, Taylor & Francis Journals, vol. 42(8), pages 1379-1400.
    30. 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.
    31. Sascha O. Becker & Andrea Ichino, 2002. "Estimation of average treatment effects based on propensity scores," Stata Journal, StataCorp LP, vol. 2(4), pages 358-377, November.
    32. repec:pri:rpdevs:instruments_of_development.pdf is not listed on IDEAS
    33. Daniel S. Hamermesh, 2007. "Viewpoint: Replication in economics," Canadian Journal of Economics, Canadian Economics Association, vol. 40(3), pages 715-733, August.
    34. M. M. Pitt & S. R. Khandker, 2002. "Credit Programmes for the Poor and Seasonality in Rural Bangladesh," Journal of Development Studies, Taylor & Francis Journals, vol. 39(2), pages 1-24.
    35. Leamer, Edward E, 1983. "Let's Take the Con Out of Econometrics," American Economic Review, American Economic Association, vol. 73(1), pages 31-43, March.
    36. Khandker , Shahidur R., 2000. "Savings, Informal Borrowing, and Microfinance," Bangladesh Development Studies, Bangladesh Institute of Development Studies (BIDS), vol. 26(2-3), pages 49-78, June-Sept.
    37. Goetz, Anne Marie & Gupta, Rina Sen, 1996. "Who takes the credit? Gender, power, and control over loan use in rural credit programs in Bangladesh," World Development, Elsevier, vol. 24(1), pages 45-63, January.
    38. David Roodman & Jonathan Morduch, 2014. "The Impact of Microcredit on the Poor in Bangladesh: Revisiting the Evidence," Journal of Development Studies, Taylor & Francis Journals, vol. 50(4), pages 583-604, April.
    39. Pitt, Mark M & Khandker, Shahidur R & Cartwright, Jennifer, 2006. "Empowering Women with Micro Finance: Evidence from Bangladesh," Economic Development and Cultural Change, University of Chicago Press, vol. 54(4), pages 791-831, July.
    40. repec:pri:cheawb:deaton%20instruments%20of%20development%20keynes%20lecture%202009 is not listed on IDEAS
    41. Khandker, Shahidur R., 1996. "Role of Targeted Credit in Rural Non-farm Growth," Bangladesh Development Studies, Bangladesh Institute of Development Studies (BIDS), vol. 24(3-4), pages 181-193, Sept-Dec.
    42. James J. Heckman & Hidehiko Ichimura & Petra Todd, 1998. "Matching As An Econometric Evaluation Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(2), pages 261-294.
    43. Coleman, Brett E., 2006. "Microfinance in Northeast Thailand: Who benefits and how much?," World Development, Elsevier, vol. 34(9), pages 1612-1638, September.
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    More about this item

    JEL classification:

    • C10 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - General
    • C31 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models; Quantile Regressions; Social Interaction Models
    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development

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