This file is part of IDEAS, which uses RePEc data


[ Papers | Articles | Software | Books | Chapters | Authors | Institutions | JEL Classification | NEP reports | Search | New papers by email | Author registration | Rankings | Volunteers | FAQ | Blog | Help! ]

Determinants of Child Labour and School Attendance: The Role of Household Unobservables

Author info | Abstract | Publisher info | Download info | Related research | Statistics
Author Info
P. Deb
F. Rosati

Additional information is available for the following registered author(s):

Abstract

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.

Download Info
To download:

If you experience problems downloading a file, check if you have the proper application to view it first. Information about this may be contained in the File-Format links below. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.

File URL: http://www.ucw-project.org/pdf/publications/standard_ucw-household_effects.pdf
File Format: application/pdf
File Function: full text
Download Restriction: no

Publisher Info
Paper provided by Understanding Children's Work (UCW Project) in its series UCW Working Paper with number 9.

Download reference. The following formats are available: HTML (with abstract), plain text (with abstract), BibTeX, RIS (EndNote, RefMan, ProCite), ReDIF
Length:
Date of creation: Dec 2002
Date of revision:
Handle: RePEc:ucw:worpap:9

Contact details of provider:
Postal: UCW Project, c/o CEIS, University of Rome "Tor Vergata", Via Columbia 2, 00133 Rome, Italy
Phone: +39 06 72 59 5618
Fax: +39 06 20206871
Email:
Web page: http://www.ucw-project.org
More information through EDIRC

For technical questions regarding this item, or to correct its listing, contact: (Cristina A. Valdivia).

Related research
Keywords:

Other versions of this item:

References listed on IDEAS
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.:
  1. 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. [Downloadable!] (restricted)
  2. 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. [Downloadable!] (restricted)
    Other versions:
  3. Ranjan, Priya, 2001. "Credit constraints and the phenomenon of child labor," Journal of Development Economics, Elsevier, vol. 64(1), pages 81-102, February. [Downloadable!] (restricted)
    Other versions:
  4. 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. [Downloadable!] (restricted)
  5. 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. [Downloadable!] (restricted)
    Other versions:
  6. FurioCamillo Rosati & Zafiris Tzannatos, 2006. "Child Labour In Vietnam," Pacific Economic Review, Blackwell Publishing, vol. 11(1), pages 1-31, 02. [Downloadable!] (restricted)
  7. 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. [Downloadable!] (restricted)
    Other versions:
  8. 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. [Downloadable!] (restricted)
  9. 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. [Downloadable!]
  10. 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. [Downloadable!] (restricted)
    Other versions:
  11. 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. [Downloadable!] (restricted)
    Other versions:
  12. 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.
  13. 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. [Downloadable!] (restricted)
  14. 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. [Downloadable!] (restricted)
  15. 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. [Downloadable!] (restricted)
  16. 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. [Downloadable!] (restricted)
    Other versions:
  17. 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. [Downloadable!] (restricted)
    Other versions:
  18. 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.
Full references

Cited by:
(explanations, 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.)

  1. Jean Marie Baland, 2008. "Are Fair Trade Labels Effective Against Child Labor?," Working Papers id:1559, esocialsciences.com. [Downloadable!]
    Other versions:
  2. Gautam Hazarika & Sudipta Sarangi, 2005. "Household Access to Microcredit and Child Work in Rural Malawi," IZA Discussion Papers 1567, Institute for the Study of Labor (IZA). [Downloadable!]
    Other versions:
  3. Katrina Mullan & Andreas Kontoleon, 2009. "Participation in Payments for Ecosystem Services programmes in developing countries: The Chinese Sloping Land Conversion Programme," Environmental Economy and Policy Research Working Papers 42.2009, University of Cambridge, Department of Land Economics, revised 2009. [Downloadable!]
  4. Rubiana Chamarbagwala & Rusty Tchernis, 2006. "The Role of Social Norms in Child Labor and Schooling in India," Caepr Working Papers 2006-016, Center for Applied Economics and Policy Research, Economics Department, Indiana University Bloomington. [Downloadable!]
  5. Papa Seck, 2005. "Do Parents Favor their Biological Offspring over Adopted Orphans? Theory and Evidence from Tanzania," Hunter College Department of Economics Working Papers 409, Hunter College: Department of Economics. [Downloadable!]
  6. M. Menon & F. Perali & F. Rosati, 2005. "The Shadow Wage of Child Labour: An Application to Nepal," UCW Working Paper 11, Understanding Children's Work (UCW Project). [Downloadable!]
  7. Shunsuke Sakamoto, 2006. "Parental Attitudes toward Children and Child Labor: Evidence from Rural India," Hi-Stat Discussion Paper Series d05-136, Institute of Economic Research, Hitotsubashi University. [Downloadable!]
Statistics
Access and download statistics

Did you know? You too can volunteer for RePEc, for example by encouraging others to register as authors.

This page was last updated on 2009-11-7.

This information is provided to you by IDEAS at the Department of Economics, College of Liberal Arts and Sciences, University of Connecticut using RePEc data on a server sponsored by the Society for Economic Dynamics.