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The impact of microcredit on child education: quasi-experimental evidence from rural China

  • Jing You
  • Samuel Annim

Abstract This paper assesses causal effects of formal microcredit on children’s educational outcomes by using household panel data (2000 and 2004) in a poor province of northwest rural China. The unobservables between borrowers and non-borrowers are controlled in static and dynamic regression-discontinuity designs. The static analysis reveals significant positive impact of microcredit on children’s schooling years (captured by late entry, failed grades and suspended schooling from time to time) in 2000 only, and no indication of influence on academic performance for both rounds of survey. The dynamic analysis shows progressive treatment effects of microcredit on both longer schooling years and higher average scores. Formal microcredit appears to improve education in the longer term compared to the short term, and hence may have potential in relaxing the grip of educational poverty traps.

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Paper provided by BWPI, The University of Manchester in its series Brooks World Poverty Institute Working Paper Series with number 18313.

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Date of creation: 2013
Date of revision:
Handle: RePEc:bwp:bwppap:18313
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  1. John Knight & Li Shi & Deng Quheng, 2009. "Education and the Poverty Trap in Rural China: Setting the Trap," Oxford Development Studies, Taylor & Francis Journals, vol. 37(4), pages 311-332.
  2. Weiss, John & Montgomery, Heather, 2004. "Great expectations: microfinance and poverty reduction in Asia and Latin America," MPRA Paper 33142, University Library of Munich, Germany.
  3. Zhao, Meng & Glewwe, Paul, 2010. "What determines basic school attainment in developing countries? Evidence from rural China," Economics of Education Review, Elsevier, vol. 29(3), pages 451-460, June.
  4. Gustafsson, Bjorn & Li, Shi, 2004. "Expenditures on education and health care and poverty in rural China," China Economic Review, Elsevier, vol. 15(3), pages 292-301.
  5. Guido Imbens & Karthik Kalyanaraman, 2010. "Optimal bandwidth choice for the regression discontinuity estimator," CeMMAP working papers CWP05/10, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  6. Katsushi S. Imai & MD. Shafiul Azam, 2011. "Does Microfinance Reduce Poverty in Bangladesh? New Evidence from Household Panel Data," Journal of Development Studies, Taylor & Francis Journals, vol. 48(5), pages 633-653, October.
  7. David S. Lee & Thomas Lemieux, 2009. "Regression Discontinuity Designs in Economics," NBER Working Papers 14723, National Bureau of Economic Research, Inc.
  8. Liverpool, Lenis Saweda O. & Winter-Nelson, Alex, 2010. "Poverty Status and the Impact of Formal Credit on Technology Use and Wellbeing among Ethiopian Smallholders," World Development, Elsevier, vol. 38(4), pages 541-554, April.
  9. Imai, Katsushi S. & Arun, Thankom & Annim, Samuel Kobina, 2010. "Microfinance and Household Poverty Reduction: New Evidence from India," World Development, Elsevier, vol. 38(12), pages 1760-1774, December.
  10. Coleman, Brett E., 1999. "The impact of group lending in Northeast Thailand," Journal of Development Economics, Elsevier, vol. 60(1), pages 105-141, October.
  11. Li, Xia & Gan, Christopher & Hu, Baiding, 2011. "The welfare impact of microcredit on rural households in China," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 40(4), pages 404-411, August.
  12. Shahidur R. Khandker, 2005. "Microfinance and Poverty: Evidence Using Panel Data from Bangladesh," World Bank Economic Review, World Bank Group, vol. 19(2), pages 263-286.
  13. Stephanie Riegg Cellini & Fernando Ferreira & Jesse Rothstein, 2010. "The Value of School Facility Investments: Evidence from a Dynamic Regression Discontinuity Design," The Quarterly Journal of Economics, Oxford University Press, vol. 125(1), pages 215-261.
  14. Islam, Asadul & Choe, Chongwoo, 2009. "Child Labour and Schooling Responses to Access to Microcredit in Rural Bangladesh," MPRA Paper 16842, University Library of Munich, Germany.
  15. Guido Imbens & Thomas Lemieux, 2007. "Regression Discontinuity Designs: A Guide to Practice," NBER Technical Working Papers 0337, National Bureau of Economic Research, Inc.
  16. Brown, Philip H. & Park, Albert, 2002. "Education and poverty in rural China," Economics of Education Review, Elsevier, vol. 21(6), pages 523-541, December.
  17. Islam, Asadul, 2010. "Medium and Long-Term Participation in Microcredit: An Evaluation Using a New Panel Dataset from Bangladesh," MPRA Paper 24950, University Library of Munich, Germany.
  18. Esther Duflo, 2011. "Women's Empowerment and Economic Development," NBER Working Papers 17702, National Bureau of Economic Research, Inc.
  19. Glewwe, Paul & Hanushek, Eric & Humpage, Sarah & Ravina, Renato, 2012. "School Resources and Educational Outcomes in Developing Countries: A Review of the Literature from 1990 to 2010," Working Papers 120033, University of Minnesota, Center for International Food and Agricultural Policy.
  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. Lance Lochner & Alexander Monge-Naranjo, 2011. "Credit Constraints in Education," Working Papers 2011-036, Human Capital and Economic Opportunity Working Group.
  22. Turvey, Calum G. & Kong, Rong, 2010. "Informal lending amongst friends and relatives: Can microcredit compete in rural China?," China Economic Review, Elsevier, vol. 21(4), pages 544-556, December.
  23. Dong, Fengxia & Lu, Jing & Featherstone, Allen M., 2010. "Effects of Credit Constraint on Productivity and Rural Household Income in China," 2010 Annual Meeting, July 25-27, 2010, Denver, Colorado 61402, Agricultural and Applied Economics Association.
  24. Sun, Ang & Yao, Yang, 2010. "Health shocks and children's school attainments in rural China," Economics of Education Review, Elsevier, vol. 29(3), pages 375-382, June.
  25. Asadul Islam & Pushkar Maitra, 2008. "Health Shocks And Consumption Smoothing In Rural Households: Does Microcredit Have A Role To Play?," Monash Economics Working Papers 22/08, Monash University, Department of Economics.
  26. David S. Lee & David Card, 2006. "Regression Discontinuity Inference with Specification Error," NBER Technical Working Papers 0322, National Bureau of Economic Research, Inc.
  27. Park, Albert & Ren, Changqing, 2001. "Microfinance with Chinese Characteristics," World Development, Elsevier, vol. 29(1), pages 39-62, January.
  28. Li Rui & Zhu Xi, 2010. "Econometric analysis of credit constraints of chinese rural households and welfare loss," Applied Economics, Taylor & Francis Journals, vol. 42(13), pages 1615-1625.
  29. Hahn, Jinyong & Todd, Petra & Van der Klaauw, Wilbert, 2001. "Identification and Estimation of Treatment Effects with a Regression-Discontinuity Design," Econometrica, Econometric Society, vol. 69(1), pages 201-09, January.
  30. Hongbin Li & Scott Rozelle & Linxiu Zhang, 2004. "Micro-credit programs and off-farm migration in China," Pacific Economic Review, Wiley Blackwell, vol. 9(3), pages 209-223, October.
  31. Maldonado, Jorge H. & González-Vega, Claudio, 2008. "Impact of Microfinance on Schooling: Evidence from Poor Rural Households in Bolivia," World Development, Elsevier, vol. 36(11), pages 2440-2455, November.
  32. Xia Li & Christopher Gan & Baiding Hu, 2011. "The impact of microcredit on women's empowerment: evidence from China," Journal of Chinese Economic and Business Studies, Taylor & Francis Journals, vol. 9(3), pages 239-261.
  33. van der Klaauw, Wilbert, 2008. "Breaking the link between poverty and low student achievement: An evaluation of Title I," Journal of Econometrics, Elsevier, vol. 142(2), pages 731-756, February.
  34. Hermes, Niels & Lensink, Robert, 2011. "Microfinance: Its Impact, Outreach, and Sustainability," World Development, Elsevier, vol. 39(6), pages 875-881, June.
  35. John Knight & Li Shi & Deng Quheng, 2010. "Education and the Poverty Trap in Rural China: Closing the Trap," Oxford Development Studies, Taylor & Francis Journals, vol. 38(1), pages 1-24.
  36. Tinh Doan & John Gibson & Mark Holmes, 2011. "Impacts of Household Credit on Education and Healthcare Spending by the Poor in Peri-urban Areas in Vietnam," Working Papers in Economics 11/06, University of Waikato, Department of Economics.
  37. Robert Lensink & Thi Thu Tra Pham, 2012. "The impact of microcredit on self‐employment profits in Vietnam," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 20(1), pages 73-111, 01.
  38. Li, Xia & Gan, Christopher & Hu, Baiding, 2011. "Accessibility to microcredit by Chinese rural households," Journal of Asian Economics, Elsevier, vol. 22(3), pages 235-246, June.
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