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Household and Context Determinants of Child Labor in 221 Districts of 18 Developing Countries

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  • Ellen Webbink
  • Jeroen Smits
  • Eelke Jong

Abstract

We develop a new theoretical framework that explains the engagement in child labor of children in developing countries. This framework distinguishes three levels (household, district and nation) and three groups of explanatory variables: Resources, Structure and Culture. Each of the three groups refers to another strand of the literature; economics, sociology and anthropology. The framework is tested by applying multilevel analysis on data for 239,120 children living in 221 districts of 18 developing countries. This approach allows us to simultaneously investigate effects of household and context factors. At the household level, we find that resources and structural characteristics influence child labor, whereas cultural characteristics have no effect. With regard to context factors, we find that children work more in rural areas, especially if there are more unskilled manual jobs, and in more traditional urban areas. In more developed regions, girls tend to work significantly less. Copyright The Author(s) 2013

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  • Ellen Webbink & Jeroen Smits & Eelke Jong, 2013. "Household and Context Determinants of Child Labor in 221 Districts of 18 Developing Countries," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 110(2), pages 819-836, January.
  • Handle: RePEc:spr:soinre:v:110:y:2013:i:2:p:819-836
    DOI: 10.1007/s11205-011-9960-0
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    1. Sharmistha Self & Richard Grabowski, 2009. "Agricultural technology and child labor: evidence from India," Agricultural Economics, International Association of Agricultural Economists, vol. 40(1), pages 67-78, January.
    2. Basu, Kaushik & Van, Pham Hoang, 1998. "The Economics of Child Labor," American Economic Review, American Economic Association, vol. 88(3), pages 412-427, June.
    3. Uma Kambhampati & Raji Rajan, 2008. "The 'Nowhere' Children: Patriarchy and the Role of Girls in India's Rural Economy," Journal of Development Studies, Taylor & Francis Journals, vol. 44(9), pages 1309-1341.
    4. Robert J. Barro, 1999. "Determinants of Democracy," Journal of Political Economy, University of Chicago Press, vol. 107(S6), pages 158-183, December.
    5. Chesnokova Tatyana & Vaithianathan Rhema, 2008. "Lucky Last? Intra-Sibling Allocation of Child Labor," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 8(1), pages 1-30, July.
    6. Kathleen Beegle & Rajeev Dehejia & Roberta Gatti, 2009. "Why Should We Care About Child Labor?: The Education, Labor Market, and Health Consequences of Child Labor," Journal of Human Resources, University of Wisconsin Press, vol. 44(4).
    7. Basu, Kaushik & Das, Sanghamitra & Dutta, Bhaskar, 2010. "Child labor and household wealth: Theory and empirical evidence of an inverted-U," Journal of Development Economics, Elsevier, vol. 91(1), pages 8-14, January.
    8. Ranjan, Priya, 1999. "An economic analysis of child labor," Economics Letters, Elsevier, vol. 64(1), pages 99-105, July.
    9. Emerson, Patrick M. & Souza, André Portela, 2008. "Birth Order, Child Labor, and School Attendance in Brazil," World Development, Elsevier, vol. 36(9), pages 1647-1664, September.
    10. M.Biggeri & L.Guarcello & S.Lyon & F.Rosati, 2003. "The Puzzle of 'Idle' Children: Neither in School nor performing Economic Activity: Evidence from six Countries," UCW Working Paper 5, Understanding Children's Work (UCW Programme).
    11. Guy B. Nkamleu & Anne Kielland, 2006. "Modeling farmers' decisions on child labor and schooling in the cocoa sector: a multinomial logit analysis in Côte d'Ivoire," Agricultural Economics, International Association of Agricultural Economists, vol. 35(3), pages 319-333, November.
    12. C. Simon Fan, 2004. "Relative wage, child labor, and human capital," Oxford Economic Papers, Oxford University Press, vol. 56(4), pages 687-700, October.
    13. Bhalotra, Sonia & Heady, Chris, 2000. "Child farm labour: theory and evidence," LSE Research Online Documents on Economics 6654, London School of Economics and Political Science, LSE Library.
    14. Deon Filmer & Lant Pritchett, 1999. "The Effect of Household Wealth on Educational Attainment: Evidence from 35 Countries," Population and Development Review, The Population Council, Inc., vol. 25(1), pages 85-120, March.
    15. Florence Kondylis & Marco Manacorda, 2012. "School Proximity and Child Labor: Evidence from Rural Tanzania," Journal of Human Resources, University of Wisconsin Press, vol. 47(1), pages 32-63.
    16. Handa, Sudhanshu, 2002. "Raising primary school enrolment in developing countries: The relative importance of supply and demand," Journal of Development Economics, Elsevier, vol. 69(1), pages 103-128, October.
    17. Nardinelli, Clark, 1980. "Child Labor and the Factory Acts," The Journal of Economic History, Cambridge University Press, vol. 40(4), pages 739-755, December.
    18. Saswati Das & Diganta Mukherjee, 2007. "Role of women in schooling and child labour decision: the case of urban boys in India," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 82(3), pages 463-486, July.
    19. Eric Edmonds, 2006. "Understanding sibling differences in child labor," Journal of Population Economics, Springer;European Society for Population Economics, vol. 19(4), pages 795-821, October.
    20. Huisman, Janine & Smits, Jeroen, 2009. "Effects of Household- and District-Level Factors on Primary School Enrollment in 30 Developing Countries," World Development, Elsevier, vol. 37(1), pages 179-193, January.
    21. Takashi KUROSAKI & Seiro ITO & Nobuhiko FUWA & Kensuke KUBO & Yasuyuki SAWADA, 2006. "Child Labor And School Enrollment In Rural India: Whose Education Matters?," The Developing Economies, Institute of Developing Economies, vol. 44(4), pages 440-464, December.
    22. Duryea, Suzanne & Arends-Kuenning, Mary, 2003. "School Attendance, Child Labor and Local Labor Market Fluctuations in Urban Brazil," World Development, Elsevier, vol. 31(7), pages 1165-1178, July.
    23. Sundaram, Aparna & Vanneman, Reeve, 2008. "Gender Differentials in Literacy in India: The Intriguing Relationship with Women's Labor Force Participation," World Development, Elsevier, vol. 36(1), pages 128-143, January.
    24. Sonia Bhalotra, 2003. "Child Labour in Africa," OECD Social, Employment and Migration Working Papers 4, OECD Publishing.
    25. George Psacharopoulos & Harry Anthony Patrinos, 1997. "Family size, schooling and child labor in Peru - An empirical analysis," Journal of Population Economics, Springer;European Society for Population Economics, vol. 10(4), pages 387-405.
    26. T. Paul Schultz & John A. Strauss (ed.), 2008. "Handbook of Development Economics," Handbook of Development Economics, Elsevier, edition 1, volume 4, number 5.
    27. M. Manacorda & F. C. Rosati, 2007. "Local labor demand and child labor," UCW Working Paper 34, Understanding Children's Work (UCW Programme).
    28. E. delap, 2001. "Economic and Cultural Forces in the Child Labour Debate: Evidence from Urban Bangladesh," Journal of Development Studies, Taylor & Francis Journals, vol. 37(4), pages 1-22.
    29. Marco Manacorda & Furio Camillo Rosati, 2010. "Local labor demand and child work," Research in Labor Economics, in: Child Labor and the Transition between School and Work, pages 321-354, Emerald Group Publishing Limited.
    30. Gianna Claudia Giannelli & Francesca Francavilla, 2007. "The Relation between Child Labour and Mothers’ Work: The Case of India," CHILD Working Papers wp22_07, CHILD - Centre for Household, Income, Labour and Demographic economics - ITALY.
    31. Diganta Mukherjee & Saswati Das, 2008. "Role of Parental Education in Schooling and Child Labour Decision: Urban India in the Last Decade," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 89(2), pages 305-322, November.
    32. Filmer, Deon & Pritchett, Lant, 1998. "The effect of household wealth on educational attainment : demographic and health survey evidence," Policy Research Working Paper Series 1980, The World Bank.
    33. Marigee P. Bacolod & Priya Ranjan, 2008. "Why Children Work, Attend School, or Stay Idle: The Roles of Ability and Household Wealth," Economic Development and Cultural Change, University of Chicago Press, vol. 56(4), pages 791-828, July.
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