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A new era of microfinance: The digital microcredit and its impact on poverty

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  • Daniel Kandie
  • Khan Jahirul Islam

Abstract

Instant and low‐cost access to digital microcredit attracts millions of borrowers. Using household panel data, we study the impacts of digital microcredit on poverty in Kenya and compare the impact with traditional microcredit. We employ difference‐in‐differences and propensity score matching methods and find significant negative impacts of digital loans on poverty but do not find any significant impacts of the traditional microcredit on poverty. Results indicate that relatively better‐off households have access to digital loans compared to traditional microcredit. We emphasize the policy on regulation and behavioural tools that might help to reduce the welfare‐deteriorating impact of digital microcredit.

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  • Daniel Kandie & Khan Jahirul Islam, 2022. "A new era of microfinance: The digital microcredit and its impact on poverty," Journal of International Development, John Wiley & Sons, Ltd., vol. 34(3), pages 469-492, April.
    • Handle: RePEc:wly:jintdv:v:34:y:2022:i:3:p:469-492
    DOI: 10.1002/jid.3607
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    1. Arjuna Costa & Anamitra Deb & Michael Kubzansky, 2015. "Big Data, Small Credit: The Digital Revolution and Its Impact on Emerging Market Consumers," Innovations: Technology, Governance, Globalization, MIT Press, vol. 10(3-4), pages 49-80, Summer-Fa.
    2. Sergio Firpo, 2007. "Efficient Semiparametric Estimation of Quantile Treatment Effects," Econometrica, Econometric Society, vol. 75(1), pages 259-276, January.
    3. Sanket Mohapatra & Dilip Ratha, 2011. "Remittance Markets in Africa," World Bank Publications - Books, The World Bank Group, number 2292, December.
    4. Suri, Tavneet & Bharadwaj, Prashant & Jack, William, 2021. "Fintech and household resilience to shocks: Evidence from digital loans in Kenya," Journal of Development Economics, Elsevier, vol. 153(C).
    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. Bertrand Moingeon & Muhammad Yunus & Laurence Lehmann-Ortega, 2010. "Building Social Business Models: Lessons from the Grameen Experience," Post-Print hal-00528385, HAL.
    7. John Chiwuzulum Odozi & Timothy Taiwo Awoyemi & Bolarin Titus Omonona, 2010. "Household poverty and inequality: the implication of migrants’ remittances in Nigeria," Journal of Economic Policy Reform, Taylor and Francis Journals, vol. 13(2), pages 191-199.
    8. Foster, James & Greer, Joel & Thorbecke, Erik, 1984. "A Class of Decomposable Poverty Measures," Econometrica, Econometric Society, vol. 52(3), pages 761-766, May.
    9. Abhijit Vinayak Banerjee, 2013. "Microcredit Under the Microscope: What Have We Learned in the Past Two Decades, and What Do We Need to Know?," Annual Review of Economics, Annual Reviews, vol. 5(1), pages 487-519, May.
    10. Alberto Abadie & Guido W. Imbens, 2016. "Matching on the Estimated Propensity Score," Econometrica, Econometric Society, vol. 84, pages 781-807, March.
    11. Itay Goldstein & Wei Jiang & G Andrew Karolyi, 2019. "To FinTech and Beyond," Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1647-1661.
    12. 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.
    13. Zinman, Jonathan, 2010. "Restricting consumer credit access: Household survey evidence on effects around the Oregon rate cap," Journal of Banking & Finance, Elsevier, vol. 34(3), pages 546-556, March.
    14. 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.
    15. Islam, Asadul & Maitra, Pushkar, 2012. "Health shocks and consumption smoothing in rural households: Does microcredit have a role to play?," Journal of Development Economics, Elsevier, vol. 97(2), pages 232-243.
    16. Prashant Bharadwaj & William Jack & Tavneet Suri, 2019. "Fintech and Household Resilience to Shocks: Evidence from Digital Loans in Kenya," NBER Working Papers 25604, National Bureau of Economic Research, Inc.
    17. Geda, A. & de Jong, N. & Mwabu, G. & Kimenyi, M.S., 2001. "Determinants of poverty in Kenya : a household level analysis," ISS Working Papers - General Series 19095, International Institute of Social Studies of Erasmus University Rotterdam (ISS), The Hague.
    18. Harold Alderman & Christina H. Paxson, 1994. "Do the Poor Insure? A Synthesis of the Literature on Risk and Consumption in Developing Countries," International Economic Association Series, in: Edmar L. Bacha (ed.), Economics in a Changing World, chapter 3, pages 48-78, Palgrave Macmillan.
    19. Brian T. Melzer, 2011. "The Real Costs of Credit Access: Evidence from the Payday Lending Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(1), pages 517-555.
    20. Deaton, A., 1989. "Saving in Developing Contries: Theory and Review," Papers 144, Princeton, Woodrow Wilson School - Development Studies.
    21. Alberto Abadie, 2005. "Semiparametric Difference-in-Differences Estimators," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(1), pages 1-19.
    22. Stefan Dercon, 2002. "Income Risk, Coping Strategies, and Safety Nets," The World Bank Research Observer, World Bank Group, vol. 17(2), pages 141-166, September.
    23. Sen, Amartya K, 1976. "Poverty: An Ordinal Approach to Measurement," Econometrica, Econometric Society, vol. 44(2), pages 219-231, March.
    24. Ashenfelter, Orley & Card, David, 1985. "Using the Longitudinal Structure of Earnings to Estimate the Effect of Training Programs," The Review of Economics and Statistics, MIT Press, vol. 67(4), pages 648-660, November.
    25. Joshua Angrist & Alan Krueger, 1998. "Empirical Strategies in Labor Economics," Working Papers 780, Princeton University, Department of Economics, Industrial Relations Section..
    26. World Bank, 2014. "World Development Indicators 2014," World Bank Publications - Books, The World Bank Group, number 18237, December.
    27. Abhijit Banerjee & Dean Karlan & Jonathan Zinman, 2015. "Six Randomized Evaluations of Microcredit: Introduction and Further Steps," American Economic Journal: Applied Economics, American Economic Association, vol. 7(1), pages 1-21, January.
    28. Abhijit Banerjee & Esther Duflo & Rachel Glennerster & Cynthia Kinnan, 2015. "The Miracle of Microfinance? Evidence from a Randomized Evaluation," American Economic Journal: Applied Economics, American Economic Association, vol. 7(1), pages 22-53, January.
    29. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    30. 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.
    31. 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.
    32. Angrist, Joshua D. & Krueger, Alan B., 1999. "Empirical strategies in labor economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 23, pages 1277-1366, Elsevier.
    33. Gautam Bastian & Iacopo Bianchi & Markus Goldstein & Joao Montalvao, 2018. "hort-Term Impacts of Improved Access to Mobile Savings, with and without Business Training: Experimental Evidence from Tanzania," Working Papers 478, Center for Global Development.
    34. Don Johnston & Jonathan Morduch, 2008. "The Unbanked: Evidence from Indonesia," The World Bank Economic Review, World Bank, vol. 22(3), pages 517-537, October.
    35. Morse, Adair, 2011. "Payday lenders: Heroes or villains?," Journal of Financial Economics, Elsevier, vol. 102(1), pages 28-44, October.
    36. William Jack & Tavneet Suri, 2014. "Risk Sharing and Transactions Costs: Evidence from Kenya's Mobile Money Revolution," American Economic Review, American Economic Association, vol. 104(1), pages 183-223, January.
    37. Daniel Björkegren & Darrell Grissen, 2018. "The Potential of Digital Credit to Bank the Poor," AEA Papers and Proceedings, American Economic Association, vol. 108, pages 68-71, May.
    38. Jean N. Lee & Jonathan Morduch & Saravana Ravindran & Abu Shonchoy & Hassan Zaman, 2021. "Poverty and Migration in the Digital Age: Experimental Evidence on Mobile Banking in Bangladesh," American Economic Journal: Applied Economics, American Economic Association, vol. 13(1), pages 38-71, January.
    39. Abhijit V. Banerjee & Timothy Besley & Timothy W. Guinnane, 1994. "Thy Neighbor's Keeper: The Design of a Credit Cooperative with Theory and a Test," The Quarterly Journal of Economics, Oxford University Press, vol. 109(2), pages 491-515.
    40. Heckman, James J. & Lalonde, Robert J. & Smith, Jeffrey A., 1999. "The economics and econometrics of active labor market programs," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 31, pages 1865-2097, Elsevier.
    41. Wang-Sheng Lee, 2013. "Propensity score matching and variations on the balancing test," Empirical Economics, Springer, vol. 44(1), pages 47-80, February.
    42. Sophie Mitra & Michael Palmer & Daniel Mont & Nora Groce, 2016. "Can Households Cope with Health Shocks in Vietnam?," Health Economics, John Wiley & Sons, Ltd., vol. 25(7), pages 888-907, July.
    43. John Chiwuzulum Odozi & Timothy Taiwo Awoyemi & Bolarin Titus Omonona, 2010. "Household poverty and inequality: the implication of migrants' remittances in Nigeria," Journal of Economic Policy Reform, Taylor & Francis Journals, vol. 13(2), pages 191-199.
    44. 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.
    45. Deborah A. Cobb‐Clark & Thomas Crossley, 2003. "Econometrics for Evaluations: An Introduction to Recent Developments," The Economic Record, The Economic Society of Australia, vol. 79(247), pages 491-511, December.
    46. Riley, Emma, 2018. "Mobile money and risk sharing against village shocks," Journal of Development Economics, Elsevier, vol. 135(C), pages 43-58.
    47. repec:fth:prinin:401 is not listed on IDEAS
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