Determinants of Child Labor and School Attendance: The Role of Household Unobservables
We develop a semi-parametric latent class random effects multinomial logit model to distinguish between observed and unobserved household characteristics as determinants of child labor, school attendance and idleness. We find that much of the substitution between activities as a response to changes in covariates is between attending school and being idle, with work being rather resistant. Unobserved household heterogeneity is substantial and swamps observed income and wealth heterogeneity. A characterization of households into latent types reveals very different instrinsic propensities towards the three children's activities and that households with a high propensity to send their children to school are poorer and have less educated parents compared to households in the other classes.
|Date of creation:||2002|
|Date of revision:|
|Contact details of provider:|| Postal: |
Web page: http://econ.hunter.cuny.edu/
More information through EDIRC
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- 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.
- 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 C158-75, March.
- 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.
- 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.
- 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.
- 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.
- Ray, R., 1998.
"Analysis of Child Labour in Peru and Pakistan: a Comparative Study,"
1998-05, Tasmania - Department of Economics.
- 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.
- 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.
- 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-.
- FurioCamillo Rosati & Zafiris Tzannatos, 2006. "Child Labour In Vietnam," Pacific Economic Review, Wiley Blackwell, vol. 11(1), pages 1-31, 02.
- 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.
- 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.
- 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.
- 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.
- Keane, Michael, 1993. "Simulation estimation for panel data models with limited dependent variables," MPRA Paper 53029, University Library of Munich, Germany.
- 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.
- 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.
- 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.
- 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.
When requesting a correction, please mention this item's handle: RePEc:htr:hcecon:02/9. See general information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Jonathan Conning)
If references are entirely missing, you can add them using this form.