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Child labor among farm households in Mozambique and the role of reciprocal adult labor

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  • Fumagalli, Laura
  • Martin, Thomas

Abstract

We test the impact of a reciprocal adult labor program, Ajuda Mútua (AM), on child labor and schooling. AM was introduced into the province of Nampula in Mozambique, an area where farm production relies on child labor, potentially due to labor and financial market failures. Using difference in differences, we estimate that AM reduces child labor by eight percentage points. We argue that AM reduces child labor by providing low-cost adult labor and potentially increasing farm productivity. We benchmark the AM results against the impact of Village Saving and Loan Associations (VSLA) and AM and VSLA in combination (VAM). Neither VSLA nor VAM reduce child labor. If credit is used in a way that increases labor demand beyond what can be accommodated by AM labor, child labor may increase. We conclude that addressing labor market failures may be more successful at reducing child labor than addressing financial market failures. Results on schooling are mixed.

Suggested Citation

  • Fumagalli, Laura & Martin, Thomas, 2023. "Child labor among farm households in Mozambique and the role of reciprocal adult labor," World Development, Elsevier, vol. 161(C).
    • Handle: RePEc:eee:wdevel:v:161:y:2023:i:c:s0305750x22002856
    DOI: 10.1016/j.worlddev.2022.106095
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    1. Pascaline Dupas & Dean Karlan & Jonathan Robinson & Diego Ubfal, 2018. "Banking the Unbanked? Evidence from Three Countries," American Economic Journal: Applied Economics, American Economic Association, vol. 10(2), pages 257-297, April.
    2. Ghazala Mansuri, 2004. "Community-Based and -Driven Development: A Critical Review," The World Bank Research Observer, World Bank, vol. 19(1), pages 1-39.
    3. Lori Beaman & Dean Karlan & Bram Thuysbaert, 2014. "Saving for a (not so) Rainy Day: A Ramdomized Evaluation of Savings Groups in Mali," Working Papers 1043, Economic Growth Center, Yale University.
    4. Alessandro Tarozzi & Jaikishan Desai & Kristin Johnson, 2015. "The Impacts of Microcredit: Evidence from Ethiopia," American Economic Journal: Applied Economics, American Economic Association, vol. 7(1), pages 54-89, January.
    5. Arcand, Jean-Louis & Fafchamps, Marcel, 2012. "Matching in community-based organizations," Journal of Development Economics, Elsevier, vol. 98(2), pages 203-219.
    6. de Janvry, Alain & Fafchamps, M. & Sadoulet, Elisabeth, 1991. "Peasant Household Behavior with Missing Markets: Some Paradoxes Explain," CUDARE Working Papers 198579, University of California, Berkeley, Department of Agricultural and Resource Economics.
    7. Brunie, Aurélie & Fumagalli, Laura & Martin, Thomas & Field, Samuel & Rutherford, Diana, 2014. "Can village savings and loan groups be a potential tool in the malnutrition fight? Mixed method findings from Mozambique," Children and Youth Services Review, Elsevier, vol. 47(P2), pages 113-120.
    8. Andrea R. Ferro & Ana Lúcia Kassouf & Deborah Levison, 2010. "The impact of conditional cash transfer programs on household work decisions in Brazil," Research in Labor Economics, in: Child Labor and the Transition between School and Work, pages 193-218, Emerald Group Publishing Limited.
    9. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2011. "Robust Inference With Multiway Clustering," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 29(2), pages 238-249, April.
    10. Alberto Abadie, 2005. "Semiparametric Difference-in-Differences Estimators," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(1), pages 1-19.
    11. Crepon,Bruno Jacques Jean Philippe & Premand,Patrick, 2018. "Creating new positions ? direct and indirect effects of a subsidized apprenticeship program," Policy Research Working Paper Series 8561, The World Bank.
    12. Shimamura, Yasuharu & Lastarria-Cornhiel, Susana, 2010. "Credit Program Participation and Child Schooling in Rural Malawi," World Development, Elsevier, vol. 38(4), pages 567-580, April.
    13. Bruno Crépon & Florencia Devoto & Esther Duflo & William Parienté, 2015. "Estimating the Impact of Microcredit on Those Who Take It Up: Evidence from a Randomized Experiment in Morocco," American Economic Journal: Applied Economics, American Economic Association, vol. 7(1), pages 123-150, January.
    14. Eswaran, Mukesh & Kotwal, Ashok, 1985. "A Theory of Two-Tier Labor Markets in Agrarian Economies," American Economic Review, American Economic Association, vol. 75(1), pages 162-177, March.
    15. Dean Karlan & Martin Valdivia, 2011. "Teaching Entrepreneurship: Impact of Business Training on Microfinance Clients and Institutions," The Review of Economics and Statistics, MIT Press, vol. 93(2), pages 510-527, May.
    16. Kruger, Diana I., 2007. "Coffee production effects on child labor and schooling in rural Brazil," Journal of Development Economics, Elsevier, vol. 82(2), pages 448-463, March.
    17. Frisvold, George B., 1994. "Does supervision matter? Some hypothesis tests using Indian farm-level data," Journal of Development Economics, Elsevier, vol. 43(2), pages 217-238, April.
    18. Hanan G. Jacoby & Emmanuel Skoufias, 1997. "Risk, Financial Markets, and Human Capital in a Developing Country," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(3), pages 311-335.
    19. Wydick, Bruce, 1999. "The Effect of Microenterprise Lending on Child Schooling in Guatemala," Economic Development and Cultural Change, University of Chicago Press, vol. 47(4), pages 853-869, July.
    20. Cigno, Alessandro & Rosati, Furio Camillo, 2005. "The Economics of Child Labour," OUP Catalogue, Oxford University Press, number 9780199264452.
    21. Fafchamps, Marcel, 2010. "Vulnerability, risk management and agricultural development," African Journal of Agricultural and Resource Economics, African Association of Agricultural Economists, vol. 5(01), pages 1-18, September.
    22. Ernst Fehr & Simon Gächter, 2000. "Fairness and Retaliation: The Economics of Reciprocity," Journal of Economic Perspectives, American Economic Association, vol. 14(3), pages 159-181, Summer.
    23. Jean-Marie Baland & Timothée Demont & Rohini Somanathan, 2020. "Child Labor and Schooling Decisions among Self-Help Group Members in Rural India," Economic Development and Cultural Change, University of Chicago Press, vol. 69(1), pages 73-105.
    24. Britta Augsburg & Ralph De Haas & Heike Harmgart & Costas Meghir, 2015. "The Impacts of Microcredit: Evidence from Bosnia and Herzegovina," American Economic Journal: Applied Economics, American Economic Association, vol. 7(1), pages 183-203, January.
    25. 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.
    26. Benjamin, Dwayne, 1992. "Household Composition, Labor Markets, and Labor Demand: Testing for Separation in Agricultural Household Models," Econometrica, Econometric Society, vol. 60(2), pages 287-322, March.
    27. Kurosaki, Takashi & Fafchamps, Marcel, 2002. "Insurance market efficiency and crop choices in Pakistan," Journal of Development Economics, Elsevier, vol. 67(2), pages 419-453, April.
    28. Eswaran, Mukesh & Kotwal, Ashok, 1986. "Access to Capital and Agrarian Production Organisation," Economic Journal, Royal Economic Society, vol. 96(382), pages 482-498, June.
    29. Abhijit Banerjee & Esther Duflo & Rachel Glennerster & Cynthia Kinnan, 2015. "The Miracle of Microfinance? Evidence from a Randomized Evaluation," American Economic Journal: Applied Economics, American Economic Association, vol. 7(1), pages 22-53, January.
    30. Sonia Bhalotra & Christopher Heady, 2003. "Child Farm Labor: The Wealth Paradox," The World Bank Economic Review, World Bank, vol. 17(2), pages 197-227, December.
    31. Christelle Dumas, 2007. "Why do parents make their children work? A test of the poverty hypothesis in rural areas of Burkina Faso," Oxford Economic Papers, Oxford University Press, vol. 59(2), pages 301-329, April.
    32. Casey, Katherine, 2018. "Radical Decentralization: Does Community Driven Development Work?," Research Papers 3629, Stanford University, Graduate School of Business.
    33. Manuela Angelucci & Dean Karlan & Jonathan Zinman, 2015. "Microcredit Impacts: Evidence from a Randomized Microcredit Program Placement Experiment by Compartamos Banco," American Economic Journal: Applied Economics, American Economic Association, vol. 7(1), pages 151-182, January.
    34. Fafchamps, Marcel, 2010. "Vulnerability, risk management and agricultural development," African Journal of Agricultural and Resource Economics, African Association of Agricultural Economists, vol. 5(1), September.
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    Cited by:

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    2. Arciniegas, Christian & Dumas, Christelle & Fahn, Matthias, 2025. "Informal Labor Exchange Teams and Participation in the Labor Market: Evidence from Rural Tanzania," IZA Discussion Papers 17852, IZA Network @ LISER.
    3. Himashi Muthugala & Tharaka Magammana & Amanda Bandara & Ayodhya Perera & Ruwan Jayathilaka, 2025. "Unveiling the Economic Determinants of Child Labour in Africa: A Comprehensive Study of 37 Countries," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 18(3), pages 1329-1361, June.
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    5. David Lucas Muaga Junior, 2024. "Financial Markets and Sustainability: Lessons from Mozambique and China," International Journal of Science and Business, IJSAB International, vol. 1(1), pages 38-53.

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    Keywords

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    JEL classification:

    • I25 - Health, Education, and Welfare - - Education - - - Education and Economic Development
    • J43 - Labor and Demographic Economics - - Particular Labor Markets - - - Agricultural Labor Markets
    • O17 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Formal and Informal Sectors; Shadow Economy; Institutional Arrangements

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