IDEAS home Printed from https://ideas.repec.org/p/hae/wpaper/2014-14.html
   My bibliography  Save this paper

The Miracle of Microfinance Revisited: Evidence from Propensity Score Matching

Author

Listed:
  • Inna Cintina

    (UHERO, University of Hawaii at Manoa)

  • Inessa Love

    (University of Hawaii at Manoa)

Abstract

We provide new evidence on the effectiveness of microfinance intervention for poverty alleviation. We apply the Propensity Score Matching (PSM) method to data collected in a recent randomized control trial (RCT) in India by Banerjee et al. (2014). The PSM method allows us to answer an additional set of questions not answered by the original study. First, we explore the characteristics of MFI borrowers relative to two comparison groups: those without any loans and those with other types of loans, predominantly from family and friends and money lenders. Second, we compare the impact on expenditures of MFI borrowers relative to these two comparison groups. We find that microfinance borrowers have higher expenditures in a number of categories, notably durables, house repairs, health, festivals and temptation goods. The differences are stronger relative to those without any loans. Our results suggest that microfinance can make a larger difference for households previously excluded from other credit sources. However, some of the increased expenditures are unlikely to lead to long-term benefits and there is no significant difference in total expenditures. We also present suggestive evidence of negative spillovers, i.e. non-participants reducing some categories of expenditures, while MFI participants “pick up the tab.â€

Suggested Citation

  • Inna Cintina & Inessa Love, 2014. "The Miracle of Microfinance Revisited: Evidence from Propensity Score Matching," Working Papers 2014-14, University of Hawaii Economic Research Organization, University of Hawaii at Manoa.
  • Handle: RePEc:hae:wpaper:2014-14
    as

    Download full text from publisher

    File URL: https://uhero.hawaii.edu/wp-content/uploads/2019/08/WP_2014-14.pdf
    File Function: First version, 2014
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Attanasio, O.P. & Augsburg, B. & de Haas, R. & Fitzsimons, E. & Harmgart, H., 2013. "Group Lending or Individual Lending? Evidence from a Randomized Field Experiment in Rural Mongolia," Discussion Paper 2013-074, Tilburg University, Center for Economic Research.
    2. Martin Ravallion & Gaurav Datt, 1995. "Is Targeting Through a Work Requirement Efficient? Some Evidence for Rural India," Monash Economics Working Papers archive-41, Monash University, Department of Economics.
    3. Alessandro Tarozzi & Jaikishan Desai & Kristin Johnson, 2015. "The Impacts of Microcredit: Evidence from Ethiopia," American Economic Journal: Applied Economics, American Economic Association, vol. 7(1), pages 54-89, January.
    4. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    5. Mark M. Pitt, 2014. "Response to 'The Impact of Microcredit on the Poor in Bangladesh: Revisiting the Evidence'," Journal of Development Studies, Taylor & Francis Journals, vol. 50(4), pages 605-610, April.
    6. Dean Karlan & Jonathan Zinman, 2010. "Expanding Credit Access: Using Randomized Supply Decisions to Estimate the Impacts," The Review of Financial Studies, Society for Financial Studies, vol. 23(1), pages 433-464, January.
    7. Jalan, Jyotsna & Ravallion, Martin, 2003. "Does piped water reduce diarrhea for children in rural India?," Journal of Econometrics, Elsevier, vol. 112(1), pages 153-173, January.
    8. Chen, Shaohua & Mu, Ren & Ravallion, Martin, 2009. "Are there lasting impacts of aid to poor areas?," Journal of Public Economics, Elsevier, vol. 93(3-4), pages 512-528, April.
    9. Manuela Angelucci & Dean Karlan & Jonathan Zinman, 2013. "Win Some Lose Some? Evidence from a Randomized Microcredit Program Placement Experiment by Compartamos Banco," Working Papers 1026, Economic Growth Center, Yale University.
    10. Jaikishan Desai & Kristin Johnson & Alessandro Tarozzi, 2013. "On the Impact of Microcredit: Evidence from a Randomized Intervention in Rural Ethiopia," Working Papers 741, Barcelona School of Economics.
    11. 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.
    12. Ranjula Bali Swain & Maria Floro, 2011. "Assessing the Effect of Microfinance on Vulnerability and Poverty among Low Income Households," Journal of Development Studies, Taylor & Francis Journals, vol. 48(5), pages 605-618, June.
    13. Godtland, Erin M & Sadoulet, Elisabeth & De Janvry, Alain & Murgai, Rinku & Ortiz, Oscar, 2004. "The Impact of Farmer Field Schools on Knowledge and Productivity: A Study of Potato Farmers in the Peruvian Andes," Economic Development and Cultural Change, University of Chicago Press, vol. 53(1), pages 63-92, October.
    14. Bruno Crépon & Florencia Devoto & Esther Duflo & William Parienté, 2015. "Estimating the Impact of Microcredit on Those Who Take It Up: Evidence from a Randomized Experiment in Morocco," American Economic Journal: Applied Economics, American Economic Association, vol. 7(1), pages 123-150, January.
    15. Duflo, Esther & Glennerster, Rachel & Kremer, Michael, 2008. "Using Randomization in Development Economics Research: A Toolkit," Handbook of Development Economics, in: T. Paul Schultz & John A. Strauss (ed.), Handbook of Development Economics, edition 1, volume 4, chapter 61, pages 3895-3962, Elsevier.
    16. 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.
    17. Britta Augsburg & Ralph De Haas & Heike Harmgart & Costas Meghir, 2012. "Microfinance, Poverty and Education," IFS Working Papers W12/15, Institute for Fiscal Studies.
    18. 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.
    19. Lori Beaman & Dean Karlan & Bram Thuysbaert & Christopher Udry, 2023. "Selection Into Credit Markets: Evidence From Agriculture in Mali," Econometrica, Econometric Society, vol. 91(5), pages 1595-1627, September.
    20. Pitt, Mark M., 2014. "Re-re-reply to"the impact of microcredit on the poor in Bangladesh : revisiting the evidence"," Policy Research Working Paper Series 6801, The World Bank.
    21. Lori Beaman & Dean Karlan & Bram Thuysbaert & Christopher Udry, 2014. "Self-Selection into Credit Markets: Evidence from Agriculture in Mali," Working Papers 1042, Economic Growth Center, Yale University.
    22. Mark Pitt, 2014. "Re-Re-Reply to ìThe Impact of Microcredit on the Poor in Bangladesh: Revisiting the Evidenceî," Working Papers 2014-2, Brown University, Department of Economics.
    23. Manuela Angelucci, Dean Karlan, Jonathan Zinman, 2013. "Win Some Lose Some? Evidence from a Randomized Microcredit Program Placement Experiment by Compartamos Banco-Working Paper 330," Working Papers 330, Center for Global Development.
    24. Ravallion, Martin & Wodon, Quentin, 2000. "Does Child Labour Displace Schooling? Evidence on Behavioural Responses to an Enrollment Subsidy," Economic Journal, Royal Economic Society, vol. 110(462), pages 158-175, March.
    25. Lori Beaman, Dean Karlan, Bram Thuysbaert, and Christopher Udry, 2014. "Self-Selection into Credit Markets: Evidence from Agriculture in Mali - Working Paper 377," Working Papers 377, Center for Global Development.
    26. Kaivan Munshi & Mark Rosenzweig, 2006. "Traditional Institutions Meet the Modern World: Caste, Gender, and Schooling Choice in a Globalizing Economy," American Economic Review, American Economic Association, vol. 96(4), pages 1225-1252, September.
    27. 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.
    28. Juan Jose Diaz & Sudhanshu Handa, 2006. "An Assessment of Propensity Score Matching as a Nonexperimental Impact Estimator: Evidence from Mexico’s PROGRESA Program," Journal of Human Resources, University of Wisconsin Press, vol. 41(2).
    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. Paul Fenton Villar & Hugh Waddington, 2019. "Within study comparisons and risk of bias in international development: Systematic review and critical appraisal," Campbell Systematic Reviews, John Wiley & Sons, vol. 15(1-2), June.

    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. Mathilde Maîtrot & Miguel Niño-Zarazúa, 2017. "Poverty and wellbeing impacts of microfinance: What do we know?," WIDER Working Paper Series 190, World Institute for Development Economic Research (UNU-WIDER).
    2. Marshall Burke & Lauren Falcao Bergquist & Edward Miguel, 2019. "Sell Low and Buy High: Arbitrage and Local Price Effects in Kenyan Markets," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(2), pages 785-842.
    3. Martin Ravallion, 2013. "The Idea of Antipoverty Policy," NBER Working Papers 19210, National Bureau of Economic Research, Inc.
    4. Lota Tamini & Ibrahima Bocoum & Ghislain Auger & Kotchikpa Gabriel Lawin & Arahama Traoré, 2019. "Enhanced Microfinance Services and Agricultural Best Management Practices: What Benefits for Smallholders Farmers? An Evidence from Burkina Faso," CIRANO Working Papers 2019s-11, CIRANO.
    5. Marup Hossain & Mohammad Abdul Malek & Amzad Hossain & Hasib Reza & Shakil Ahmed, 2016. "Impact Assessment of Credit Program for Tenant Farmers in Bangladesh: Evidence from a Field Experiment," CIRJE F-Series CIRJE-F-1025, CIRJE, Faculty of Economics, University of Tokyo.
    6. Hee-Seung Yang & Booyuel Kim & Rony Rodriguez-Ramirez, 2022. "Does the Small Business Programme Benefit Self-Employed Workers? Evidence from Nicaragua," Working papers 2022rwp-207, Yonsei University, Yonsei Economics Research Institute.
    7. 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.
    8. Islam, Asadul & Nguyen, Chau & Smyth, Russell, 2015. "Does microfinance change informal lending in village economies? Evidence from Bangladesh," Journal of Banking & Finance, Elsevier, vol. 50(C), pages 141-156.
    9. Bruno Crépon & Florencia Devoto & Esther Duflo & William Parienté, 2015. "Estimating the Impact of Microcredit on Those Who Take It Up: Evidence from a Randomized Experiment in Morocco," American Economic Journal: Applied Economics, American Economic Association, vol. 7(1), pages 123-150, January.
    10. Nakano, Yuko & Magezi, Eustadius F., 2020. "The impact of microcredit on agricultural technology adoption and productivity: Evidence from randomized control trial in Tanzania," World Development, Elsevier, vol. 133(C).
    11. Fiala, Nathan, 2018. "Returns to microcredit, cash grants and training for male and female microentrepreneurs in Uganda," World Development, Elsevier, vol. 105(C), pages 189-200.
    12. Todd, Petra E., 2012. "Effectiveness of interventions aimed at improving women's employability and quality of work : a critical review," Policy Research Working Paper Series 6189, The World Bank.
    13. Sodokin, Koffi & Djafon, Joseph Kokouvi & Dandonougbo, Yevessé & Akakpo, Afi & Couchoro, Mawuli K. & Agbodji, Akoété Ega, 2023. "Technological change, completeness of financing microstructures, and impact on well-being and income inequality," Telecommunications Policy, Elsevier, vol. 47(6).
    14. Duflo, Esther & Glennerster, Rachel & Kremer, Michael, 2008. "Using Randomization in Development Economics Research: A Toolkit," Handbook of Development Economics, in: T. Paul Schultz & John A. Strauss (ed.), Handbook of Development Economics, edition 1, volume 4, chapter 61, pages 3895-3962, Elsevier.
    15. João Paulo Coelho Ribeiro & Fábio Duarte & Ana Paula Matias Gama, 2022. "Does microfinance foster the development of its clients? A bibliometric analysis and systematic literature review," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-35, December.
    16. Mathilde Maîtrot & Miguel Niño-Zarazúa, 2017. "Poverty and wellbeing impacts of microfinance: What do we know?," WIDER Working Paper Series wp-2017-190, World Institute for Development Economic Research (UNU-WIDER).
    17. Erhardt, Eva, 2017. "Microfinance beyond self-employment: Evidence for firms in Bulgaria," MPRA Paper 79294, University Library of Munich, Germany.
    18. Erhardt, Eva Christine, 2017. "Microfinance beyond self-employment: Evidence for firms in Bulgaria," Labour Economics, Elsevier, vol. 47(C), pages 75-95.
    19. Karlan, Dean & Knight, Ryan & Udry, Christopher, 2015. "Consulting and capital experiments with microenterprise tailors in Ghana," Journal of Economic Behavior & Organization, Elsevier, vol. 118(C), pages 281-302.
    20. Duvendack, Maren, 2010. "Smoke and Mirrors: Evidence of Microfinance Impact from an Evaluation of SEWA Bank in India," MPRA Paper 24511, University Library of Munich, Germany.

    More about this item

    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:hae:wpaper:2014-14. 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: UHERO (email available below). General contact details of provider: https://edirc.repec.org/data/heuhius.html .

    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.