Child Labor Variation by Type of Respondent: Evidence from a Large-Scale Study
This study uses a nationally representative survey to analyze a key survey design decision in child labor measurement: self-reporting versus proxy interviewing. The child/proxy disagreement affects 20 percent of the sample, which translates into a 17.1 percentage point difference in the national rate of child labor by type of respondent. As a result, marginal effects from standard child labor supply functions show important child/proxy differences, particularly when the household experienced some adverse weather and income shocks. Moreover, we find that attitudes and social perceptions toward child labor are not related to the likelihood of disagreement, while proxy respondent's past experience as child laborers emerges as an important predictor of the disagreement. A modified bivariate choice model reports statistically significant probabilities of misclassification that ranges between 9 and 30 percent according to alternative definitions of child labor.
|Date of creation:||Jun 2013|
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|Publication status:||published in: World Development, 2013, 51(11), 207-220|
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- Edmonds, Eric V. & Schady, Norbert, 2008.
"Poverty alleviation and child labor,"
Policy Research Working Paper Series
4702, The World Bank.
- Dillon, Andrew & Bardasi, Elena & Beegle, Kathleen & Serneels, Pieter, 2010.
"Explaining variation in child labor statistics,"
Policy Research Working Paper Series
5414, The World Bank.
- Emerson, Patrick M & Souza, Andre Portela, 2003.
"Is There a Child Labor Trap? Intergenerational Persistence of Child Labor in Brazil,"
Economic Development and Cultural Change,
University of Chicago Press, vol. 51(2), pages 375-98, January.
- Emerson, Patrick M & Souza, Andre Portela, 2003. "Is There a Child Labor Trap? Intergenerational Persistence of Child Labor in Brazil," Economic Development and Cultural Change, University of Chicago Press, vol. 51(2), pages 375-98, January.
- Patrick M. Emerson & Andre Portela Souza, 2002. "Is There a Child Labor Trap? Inter-Generational Persistence of Child Labor in Brazil," Vanderbilt University Department of Economics Working Papers 0214, Vanderbilt University Department of Economics.
- Parsons, Donald O & Goldin, Claudia, 1989. "Parental Altruism and Self-Interest: Child Labor among Late Nineteenth-Century American Families," Economic Inquiry, Western Economic Association International, vol. 27(4), pages 637-59, October.
- L. Guarcello & I. Kovrova & S. Lyon & M. Manacorda & F. C. Rosati, 2010. "Towards consistency in child labour measurement: Assessing the comparability of estimates generated by different survey instruments," UCW Working Paper 54, Understanding Children's Work (UCW Programme).
- Jacoby, Hanan G & Skoufias, Emmanuel, 1997. "Risk, Financial Markets, and Human Capital in a Developing Country," Review of Economic Studies, Wiley Blackwell, vol. 64(3), pages 311-35, July.
- Bound, John & Brown, Charles & Mathiowetz, Nancy, 2001. "Measurement error in survey data," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 5, chapter 59, pages 3705-3843 Elsevier.
- Basu, Kaushik & Van, Pham Hoang, 1998. "The Economics of Child Labor," American Economic Review, American Economic Association, vol. 88(3), pages 412-27, June.
- Orley Ashenfelter & Alan Krueger, 1992.
"Estimates of the Economic Return to Schooling from a New Sample of Twins,"
683, Princeton University, Department of Economics, Industrial Relations Section..
- Ashenfelter, Orley & Krueger, Alan B, 1994. "Estimates of the Economic Returns to Schooling from a New Sample of Twins," American Economic Review, American Economic Association, vol. 84(5), pages 1157-73, December.
- Alan Krueger & Orley Ashenfelter, 1992. "Estimates of the Economic Return to Schooling from a New Sample of Twins," NBER Working Papers 4143, National Bureau of Economic Research, Inc.
- 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.
- Dean Yang, 2006.
"International Migration, Remittances, and Household Investment: Evidence from Philippine Migrants' Exchange Rate Shocks,"
NBER Working Papers
12325, National Bureau of Economic Research, Inc.
- Dean Yang, 2008. "International Migration, Remittances and Household Investment: Evidence from Philippine Migrants' Exchange Rate Shocks," Economic Journal, Royal Economic Society, vol. 118(528), pages 591-630, 04.
- Hausman, J. A. & Abrevaya, Jason & Scott-Morton, F. M., 1998. "Misclassification of the dependent variable in a discrete-response setting," Journal of Econometrics, Elsevier, vol. 87(2), pages 239-269, September.
- Edmonds, Eric V., 2008.
Handbook of Development Economics,
- Duryea, Suzanne & Lam, David & Levison, Deborah, 2007. "Effects of economic shocks on children's employment and schooling in Brazil," Journal of Development Economics, Elsevier, vol. 84(1), pages 188-214, September.
- Dillon, Andrew, 2009. "Measuring child labor: Comparisons between hours data and subjective measures," IFPRI discussion papers 879, International Food Policy Research Institute (IFPRI).
- Bardasi, Elena & Beegle, Kathleen & Dillon, Andrew & Serneels, Pieter, 2010.
"Do Labor Statistics Depend on How and to Whom the Questions Are Asked? Results from a Survey Experiment in Tanzania,"
IZA Discussion Papers
4733, Institute for the Study of Labor (IZA).
- Bardasi, Elena & Beegle, Kathleen & Dillon, Andrew & Serneels, Pieter, 2010. "Do labor statistics depend on how and to whom the questions are asked ? results from a survey experiment in Tanzania," Policy Research Working Paper Series 5192, The World Bank.
- Alfons Palangkaraya & Elizabeth Webster & Paul H. Jensen, 2011. "Misclassification between Patent Offices: Evidence from a Matched Sample of Patent Applications," The Review of Economics and Statistics, MIT Press, vol. 93(3), pages 1063-1075, August.
- Donald S. Kenkel & Dean R. Lillard & Alan D. Mathios, 2004. "Accounting for misclassification error in retrospective smoking data," Health Economics, John Wiley & Sons, Ltd., vol. 13(10), pages 1031-1044.
- Steven B. Caudill & Franklin G. Mixon, 2005. "Analysing Misleading Discrete Responses: A Logit Model Based on Misclassified Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 67(1), pages 105-113, 02.
- BARHAM, Vicky & BOADWAY, Robin & MARCHAND, Maurice & PESTIEAU, Pierre, 1992.
"Education and the poverty trap,"
CORE Discussion Papers
1992010, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Beegle, Kathleen & Dehejia, Rajeev H. & Gatti, Roberta, 2006. "Child labor and agricultural shocks," Journal of Development Economics, Elsevier, vol. 81(1), pages 80-96, October.
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