Islam, Asadul and Choe, Chongwoo (2009): Child Labour and Schooling Responses to Access to Microcredit in Rural Bangladesh.
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Microcredit has been shown to be effective in reducing poverty in many developing countries. However, less is known about its effect on human capital formation. In this paper, we develop a model examining the relation between microcredit and child labour. We then empirically examine the impact of access to microcredit on children’s education and child labour using a new and large data set from rural Bangladesh. We address the selection bias using the instrumental variable method where the instrument relies on an exogenous variation in treatment intensity among households in different villages. The results show that household participation in a microcredit program may increase child labour and reduce school enrolment. The adverse effects are more pronounced for girls than boys. Younger children are more adversely affected than their older siblings and the children of poorer and less educated households are affected most adversely. Our findings remain robust to different specifications and methods, and when corrected for various sources of selection bias.
|Item Type:||MPRA Paper|
|Original Title:||Child Labour and Schooling Responses to Access to Microcredit in Rural Bangladesh|
|Keywords:||Microcredit, child labour, school enrolment, instrumental variable, treatment effect|
|Subjects:||A - General Economics and Teaching > A2 - Economic Education and Teaching of Economics > A20 - General
C - Mathematical and Quantitative Methods > C2 - Single Equation Models ; Single Variables > C21 - Cross-Sectional Models ; Spatial Models ; Treatment Effect Models ; Quantile Regressions
O - Economic Development, Innovation, Technological Change, and Growth > O1 - Economic Development > O12 - Microeconomic Analyses of Economic Development
|Depositing User:||Asadul Islam|
|Date Deposited:||18. Aug 2009 18:37|
|Last Modified:||25. May 2015 11:27|
Angrist, J. (2001). "Estimation of Limited Dependent Variable Models with Dummy Endogenous Regressors: Simple Strategies for Empirical Practice", Journal of Business & Economic Statistics, 19(1): 2-16. Angrist, J. and V. Lavy (2002). "The Effect of High School Matriculation Awards: Evidence from Randomized Trials", NBER Working Paper, 9389 Basu, K. and P. Van (1998). "The Economics of Child Labour", American Economic Review 88(3): 412-427. Baland J.-M. and J. A. Robinson (2000), “Is Child Labor Inefficient?”, Journal of Political Economy 108(4): 663-679. Becker, G. (1993). Human Capital, 3rd edition. Chicago: University of Chicago Press. Becker, G. (1991). A Treatise on the Family (Enlarged Edition), Cambridge, MA: Harvard University Press. Beegle, K., R. Dehejia, R. Gatti, (2006). "Child Labour and Agricultural Shocks", Journal of Development Economics, 81(1): 80-96. Behrman, J. and J. Knowles (1999). "Household Income and Child Schooling in Vietnam", World Bank Economic Review, 13(2): 211-256. Behrman, J. and M. Rosenzweig (2002). "Does Increasing Women's Schooling Raise the Schooling of the Next Generation?", American Economic Review, 92(1): 323-334. Bell, R., and D. McCaffrey(2002). "Bias Reduction in Standard Errors for Linear Regression with Multi-stage Samples”, Survey Methodology, 28:169-179 Belley, P. and L. Lochner (2007). "The Changing Role of Family Income and Ability in Determining Educational Achievement", Journal of Human Capital, 1(1): 37-89. Bertrand, M., E. Duflo, S. Mullainathan (2004). "How Much Should We Trust Differences-in-Differences Estimates?", Quarterly Journal of Economics, 119(1): 249-275. Bhalotra, S. (2007) “Is Child Labour Necessary?”, Oxford Bulletin of Economics and Statistics, 69(1): 29-56, 2007. Blau, D. (1999). "The Effect of Income on Child Development”, Review of Economics and Statistics, 81(2):261-276. Dahl, G., L. Lochner (2005). "The Impact of Family Income on Child Achievement", NBER Working Paper, 11279. Dehejia, R. and R. Gatti (2005). "Child Labour: The Role of Income Variability and Access to Credit across Countries", Economic Development and Cultural Change, 53(4): 913-932. Doepke M. and F. Zilibotti (2005), “The Macroeconomics of Child Labor Regulation”, American Economic Review 95(5): 1492-1524. Donald, S. and K. Lang (2007). “Inference with Difference-in-Differences and Other Panel Data”, Review of Economics and Statistics, 89 (2): 221-233. Edmonds, E. (2007). "Child Labour", in T. P. Schultz and J. Strauss, eds., Handbook of Development Economics, Volume 4 (Elsevier Science, Amsterdam, North-Holland). Edmonds, E. (2006). "Child Labour and Schooling Responses to Anticipated Income in South Africa", Journal of Development Economics, 81(2): 386-414. Edmonds, E. (2005). “Does Child Labour Decline with Improving Economic Status?”, Journal of Human Resources, 40(1): 77-99. Garen, J. (1984). "The Returns to Schooling: A Selectivity Bias Approach with a Continuous Choice Variable", Econometrica, 52(5): 1199-1218. Hazarika, G. and S. Sarangi (2008). "Household Access to Microcredit and Child labour in Rural Malawi", World Development, 36(5):843-59. Heckman, J. (1981) “The Incidental Parameters Problem and the Problem of Initial Conditions in Estimating a Discrete Time-Discrete Data Stochastic Process”, in Charles Manski and Daniel McFadden (eds.), The Structural Analysis of Discrete Data. Cambridge: MIT Press. Hirano, K., G. Imbens, and G. Ridder (2003). “Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score", Econometrica, 71: 1161-1189. Islam, A. (2007). "Who Benefits from Microfinance? The Impact Evaluation of Large Scale Programs in Bangladesh", Working Paper, Department of Economics, Monash University. Jacoby, H., and E. Skoufias (1997). "Risk, Financial Markets, and Human Capital in a Developing Country", Review of Economic Studies, 64(3): 311-335. Jacoby, H. (1994). "Borrowing Constraints and Progress through School: Evidence from Peru", Review of Economics and Statistics, 76(1): 151-160. Kaboski, J., and R. Townsend. (2005). "Policies and impact: An analysis of Village Level Microfinance Institutions", Journal of the European Economic Association, 3(1):1-50. Karlan, D. and J. Zinman (2008a). "Expanding Credit Access: Using Randomized Supply Decisions to Estimate the Impacts", Review of Financial Studies, forthcoming. Karlan, D and J. Zinman (2008b). "Lying About Borrowing", Journal of the European Economic Association, 6(2-3):510-521. Keane, M. and K. Wolpin (2002). “Estimating Welfare Effects Consistent with Forward-Looking Behavior. Part I: Lessons from a Simulation Exercise”, Journal of Human Resources, 37(3): 570-599. Khandkher, S. R. (2005). "Microfinance and Poverty: Evidence Using Panel Data from Bangladesh”, World Bank Economic Review, 19(2), 263-286. Liang, K. and S. Zeger (1986). "Longitudinal Data Analysis Using Generalized Linear Models", Biometrika, 73(1): 13-22. Maldonado, J. and C. Gonzalez-Vega (2008). "Impact of Microfinance on Schooling: Evidence from Poor Rural Households in Bolivia", World Development, 36(11):2440-2455 Morduch, J. (1999). "The Microfinance Promise", Journal of Economic Literature, 37(4):1569-614. Morduch, J. (1998). "Does Microfinance Really Help the Poor? New Evidence from Flagship Programs in Bangladesh", Working Paper, Department of Economics, New York University. Patrinos, H. and G. Psacharopoulos (1997). "Family Size, Schooling and Child Labour in Peru - An Empirical Analysis", Journal of Population Economics, 10(4): 387-405. Pitt, M. and S. Khandker (1998). "The Impact of Group-Based Credit Programs on Poor Households in Bangladesh: Does the Gender of Participation Matter?", Journal of Political Economy, 106(5): 958-996 Pitt, M., S. Khandker, and J. Cartwright (2006). "Empowering Women with Microfinance: Evidence from Bangladesh", Economic Development and Cultural Change, 54(4): 791-831. Rahman, M., R. Khanam, and A. Nur Uddin (1999). "Child Labour in Bangladesh: A Critical Appraisal of Harkin’s Bill and the MOU-Type Schooling Program", Journal of Economic Issues, 33(4): 985–1003. Ranjan, P. (1999). "An Economic Analysis of Child Labour", Economics Letters, 64(1): 99-105. Ranjan, P. (2001). "Credit Constraints and the Phenomenon of Child Labour", Journal of Development Economics, 64(1): 81-102. Ravallion, M. and Q. Wodon (2000). "Does Child Labour Displace Schooling? Evidence on Behavioural Responses to an Enrolment Subsidy", Economic Journal, 110(462): C158-C175. Rivers, D. and Q. Vuong (1988). "Limited Information Estimators and Exogeneity Tests for Simultaneous Probit Models", Journal of Econometrics, 39(3): 347-366. Rosenzweig, M. and T. Schultz (1982). "Market Opportunities, Genetic Endowments, and Intrafamily Resource Distribution: Child Survival in Rural India", American Economic Review, 72(4): 803-815. Salmon, C. (2005). "Child Labour in Bangladesh: Are Children the Last Economic Resource of the Household?", Journal of Developing Societies, 21: 33-54. Train, K., D. McFadden, and M. Ben-Akiva (1987). "The Demand for Local Telephone Service: A Fully Discrete Model of Residential Calling Patterns and Service Choices", RAND Journal of Economics, 18(1): 109-123. Vella, F. (1993). "A Simple Estimator for Simultaneous Models with Censored Endogenous Regressors", International Economic Review, 34(2): 441-457. Van der Klaauw, W. (2002). "Estimating the Effect of Financial Aid Offers on College Enrolment: A Regression-Discontinuity Approach", International Economic Review, 43(4): 1249-1287. Wydick, B. (1999). "The Effect of Microenterprise Lending on Child Schooling in Guatemala", Economic Development and Cultural Change, 47(4): 853-869. World Bank (2006). “Microfinance in South Asia: Towards a Financial Inclusion for the Poor” The World Bank, Washington, D.C. Yamauchi, C. (2007). "Can Investment in Household Enterprises Advance Children’s Schooling Attendance?: Consequences of Poverty Alleviation Program in Indonesia", Working paper, RSSS, Australian National University. Zohir, S., S. Mahmud, B. Sen. and M. Asaduzzaman. (2001). "Monitoring and Evaluation of Microfinance Institutions", Bangladesh Institute of Development Studies, Dhaka, http://www.pksf-bd.org/bids_report.html.