Determinants of Child Labour and School Attendance: The Role of Household Unobservables
We develop a random effects multinomial logit model to distinguish between unobserved and observed household characteristics as determinants of child labor and school attendance. Using a semi-parametric approach, the random effect is drawn from a discrete distribution of latent classes of households. The results show that household-level unobserved heterogeneity is substantial. Household-level unobserved heterogeneity swamps observed income and wealth heterogeneity. Households that belong to the class with a high latent propensity to send their children to work are not influenced by marginal changes in the explanatory variables. Households most sensitive to changes in explanatory variables are those with a high propensity to have their children neither in school nor working. Policy interventions and changes in external conditions are likely to produce large changes in the behavior of this group of families.
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- Peter Jensen & Helena Skyt Nielsen, 1997.
"Child labour or school attendance? Evidence from Zambia,"
Journal of Population Economics,
Springer, vol. 10(4), pages 407-424.
- Jensen, P. & Nielsen, H.S., 1996. "Child Labour or School Attendance? Evidence from Zambia," Papers 96-14, Centre for Labour Market and Social Research, Danmark-.
- Lung-fei Lee, .
"A Numerically Stable Quadrature Procedure for the One-Factor Random Component Discrete Choice Model,"
Computing in Economics and Finance 1997
158, Society for Computational Economics.
- Lee, Lung-fei, 2000. "A numerically stable quadrature procedure for the one-factor random-component discrete choice model," Journal of Econometrics, Elsevier, vol. 95(1), pages 117-129, March.
- Browning, M. & Bourguignon, F. & Chiappori, P.A. & Lechene, V., 1992.
"Incomes and Outcomes: A structural Model of Intra-Household Allocation,"
DELTA Working Papers
92-23, DELTA (Ecole normale supérieure).
- Browning, Martin & Francois Bourguignon & Pierre-Andre Chiappori & Valerie Lechene, 1994. "Income and Outcomes: A Structural Model of Intrahousehold Allocation," Journal of Political Economy, University of Chicago Press, vol. 102(6), pages 1067-96, December.
- Deb, Partha & Trivedi, Pravin K., 2002. "The structure of demand for health care: latent class versus two-part models," Journal of Health Economics, Elsevier, vol. 21(4), pages 601-625, July.
- FurioCamillo Rosati & Zafiris Tzannatos, 2006. "Child Labour In Vietnam," Pacific Economic Review, Wiley Blackwell, vol. 11(1), pages 1-31, 02.
- Borjas, George J. & Sueyoshi, Glenn T., 1994.
"A two-stage estimator for probit models with structural group effects,"
Journal of Econometrics,
Elsevier, vol. 64(1-2), pages 165-182.
- George J. Borjas & Glenn T. Sueyoshi, 1993. "A Two-Stage Estimator for Probit Models with Structural Group Effects," NBER Technical Working Papers 0146, National Bureau of Economic Research, Inc.
- Ranjan Ray, 2000.
"Analysis of child labour in Peru and Pakistan: A comparative study,"
Journal of Population Economics,
Springer, vol. 13(1), pages 3-19.
- Ray, R., 1998. "Analysis of Child Labour in Peru and Pakistan: a Comparative Study," Papers 1998-05, Tasmania - Department of Economics.
- Jain, Dipak C & Vilcassim, Naufel J & Chintagunta, Pradeep K, 1994. "A Random-Coefficients Logit Brand-Choice Model Applied to Panel Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 12(3), pages 317-28, July.
- Ravallion, Martin & Wodon, Quentin, 2000.
"Does Child Labour Displace Schooling? Evidence on Behavioural Responses to an Enrollment Subsidy,"
Royal Economic Society, vol. 110(462), pages C158-75, March.
- Ravallion, Martin & Wodon, Quentin, 1999. "Does child labor displace schooling? - evidence on behavioral responses to an enrollment subsidy," Policy Research Working Paper Series 2116, The World Bank.
- Pudney, Stephen & Galassi, Francesco L & Mealli, Fabrizia, 1998. "An Econometric Model of Farm Tenures in Fifteenth-Century Florence," Economica, London School of Economics and Political Science, vol. 65(260), pages 535-56, November.
- James J. Heckman, 2001. "Micro Data, Heterogeneity, and the Evaluation of Public Policy: Nobel Lecture," Journal of Political Economy, University of Chicago Press, vol. 109(4), pages 673-748, August.
- Basu, Kaushik, 1998.
"Child labor : cause, consequence, and cure, with remarks on International Labor Standards,"
Policy Research Working Paper Series
2027, The World Bank.
- Kaushik Basu, 1999. "Child Labor: Cause, Consequence, and Cure, with Remarks on International Labor Standards," Journal of Economic Literature, American Economic Association, vol. 37(3), pages 1083-1119, September.
- Ranjan, Priya, 2001.
"Credit constraints and the phenomenon of child labor,"
Journal of Development Economics,
Elsevier, vol. 64(1), pages 81-102, February.
- Ranjan, P., 1999. ""Credit Constraints and the Phenomenon of Child Labor"," Papers 98-99-12, California Irvine - School of Social Sciences.
- Sin, Chor-Yiu & White, Halbert, 1996. "Information criteria for selecting possibly misspecified parametric models," Journal of Econometrics, Elsevier, vol. 71(1-2), pages 207-225.
- Daniel McFadden & Kenneth Train, 2000. "Mixed MNL models for discrete response," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(5), pages 447-470.
- Keane, Michael, 1993. "Simulation estimation for panel data models with limited dependent variables," MPRA Paper 53029, University Library of Munich, Germany.
- Butler, J S & Moffitt, Robert, 1982. "A Computationally Efficient Quadrature Procedure for the One-Factor Multinomial Probit Model," Econometrica, Econometric Society, vol. 50(3), pages 761-64, May.
- Kim, Byung-Do & Blattberg, Robert C & Rossi, Peter E, 1995. "Modeling the Distribution of Price Sensitivity and Implications for Optimal Retail Pricing," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(3), pages 291-303, July.
- Behrman, Jere R., 1993. "Intrahousehold distribution and the family," Handbook of Population and Family Economics, in: M. R. Rosenzweig & Stark, O. (ed.), Handbook of Population and Family Economics, edition 1, volume 1, chapter 4, pages 125-187 Elsevier.
- Jean-Marie Baland & James A. Robinson, 2000. "Is Child Labor Inefficient?," Journal of Political Economy, University of Chicago Press, vol. 108(4), pages 663-679, August.
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