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Mobile money, child labour and school enrolment

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  • Ajefu, Joseph B.
  • Massacky, Falecia

Abstract

This paper analyses the impact of household adoption of mobile money services on child labour and schooling in Tanzania. The paper uses data drawn from the Tanzania National Panel Surveys (TNPS), for the survey periods as follows: 2008/09, 2010/11, 2012/13, and 2014/15. The TNPS are national representative surveys conducted by the National Bureau of Statistics of Tanzania in collaboration with the World Bank Living Standards Measurement Study-Integrated Surveys on Agriculture (LMSA-ISA). The surveys collect detailed information on individual, household, and community-level characteristics. The panel nature of the TNPS allows for the same households to be interviewed over time. The study uses a difference-in-differences approach, and instrumental variables strategy to investigate the nexus between mobile money adoption and child labour and school enrolment in Tanzania. The findings of this study reveal a positive and significant effect of mobile money adoption on school enrolment, but a negative effect on children's labour market activities. Moreover, the study identifies heterogenous impacts across child's gender and age; and remittances receipt and education expenditure are the potential pathways through which mobile money adoption affects child labour and school enrolment. Overall, the results suggest that policies that enhance financial inclusion such as the introduction of mobile money can be effective in improving child's school enrolment and a decline in the incidence of child labour.

Suggested Citation

  • Ajefu, Joseph B. & Massacky, Falecia, 2023. "Mobile money, child labour and school enrolment," Telecommunications Policy, Elsevier, vol. 47(10).
    • Handle: RePEc:eee:telpol:v:47:y:2023:i:10:s0308596123001593
    DOI: 10.1016/j.telpol.2023.102648
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    as
    1. De Weerdt, Joachim & Dercon, Stefan, 2006. "Risk-sharing networks and insurance against illness," Journal of Development Economics, Elsevier, vol. 81(2), pages 337-356, December.
    2. Zeldes, Stephen P, 1989. "Consumption and Liquidity Constraints: An Empirical Investigation," Journal of Political Economy, University of Chicago Press, vol. 97(2), pages 305-346, April.
    3. Filmer, Deon & Schady, Norbert, 2011. "Does more cash in conditional cash transfer programs always lead to larger impacts on school attendance?," Journal of Development Economics, Elsevier, vol. 96(1), pages 150-157, September.
    4. Imai, Kosuke & Keele, Luke & Tingley, Dustin & Yamamoto, Teppei, 2011. "Unpacking the Black Box of Causality: Learning about Causal Mechanisms from Experimental and Observational Studies," American Political Science Review, Cambridge University Press, vol. 105(4), pages 765-789, November.
    5. Sharon Maccini & Dean Yang, 2009. "Under the Weather: Health, Schooling, and Economic Consequences of Early-Life Rainfall," American Economic Review, American Economic Association, vol. 99(3), pages 1006-1026, June.
    6. Del Carpio, Ximena V. & Loayza, Norman V. & Wada, Tomoko, 2016. "The Impact of Conditional Cash Transfers on the Amount and Type of Child Labor," World Development, Elsevier, vol. 80(C), pages 33-47.
    7. 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.
    8. Dehejia, Rajeev H. & Gatti, Roberta, 2002. "Child labor : the role of income variability and access to credit in a cross-section of countries," Policy Research Working Paper Series 2767, The World Bank.
    9. Rayner Tabetando & Tomoya Matsumoto, 2020. "Mobile money, risk sharing, and educational investment: Panel evidence from rural Uganda," Review of Development Economics, Wiley Blackwell, vol. 24(1), pages 84-105, February.
    10. Bandara, Amarakoon & Dehejia, Rajeev & Lavie-Rouse, Shaheen, 2015. "The Impact of Income and Non-Income Shocks on Child Labor: Evidence from a Panel Survey of Tanzania," World Development, Elsevier, vol. 67(C), pages 218-237.
    11. Pascaline Dupas & Jonathan Robinson, 2013. "Savings Constraints and Microenterprise Development: Evidence from a Field Experiment in Kenya," American Economic Journal: Applied Economics, American Economic Association, vol. 5(1), pages 163-192, January.
    12. Aron, Janine, "undated". "'Leapfrogging': a Survey of the Nature and Economic Implications of Mobile Money," INET Oxford Working Papers 2017-02, Institute for New Economic Thinking at the Oxford Martin School, University of Oxford, revised Jan 2017.
    13. Valentina Rotondi & Francesco C. Billari, 2022. "Mobile Money and School Participation: Evidence from Africa," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 41(1), pages 343-362, February.
    14. Olivier Bargain & Delphine Boutin, 2015. "Remittance Effects on Child Labour: Evidence from Burkina Faso," Journal of Development Studies, Taylor & Francis Journals, vol. 51(7), pages 922-938, July.
    15. Joseph B. Ajefu & Jacqueline Moodley, 2020. "Parental Disability and Children's Educational Outcomes: Evidence from Tanzania," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 21(4), pages 339-354, October.
    16. Ranjan Ray, 2002. "The Determinants of Child Labour and Child Schooling in Ghana," Journal of African Economies, Centre for the Study of African Economies, vol. 11(4), pages 561-590, December.
    17. Joseph Boniface Ajefu, 2018. "Parental income, child labour, and human capital accumulation: evidence from trade liberalisation in India," Development in Practice, Taylor & Francis Journals, vol. 28(8), pages 1071-1082, November.
    18. Rajeev Dehejia & Roberta Gatti, 2002. "Child Labor: The Role of Income Variability and Access to Credit Across Countries," NBER Working Papers 9018, National Bureau of Economic Research, Inc.
    19. Basu, Kaushik & Van, Pham Hoang, 1998. "The Economics of Child Labor," American Economic Review, American Economic Association, vol. 88(3), pages 412-427, June.
    20. Enoch M Kikulwe & Elisabeth Fischer & Matin Qaim, 2014. "Mobile Money, Smallholder Farmers, and Household Welfare in Kenya," PLOS ONE, Public Library of Science, vol. 9(10), pages 1-13, October.
    21. John Kandulu & Sarah Wheeler & Alec Zuo & Nicholas Sim, 2020. "The Impact of Microcredit Loans on School Enrolment in Bangladesh," Journal of Development Studies, Taylor & Francis Journals, vol. 56(9), pages 1725-1744, July.
    22. Olukorede Abiona & Martin Foureaux Koppensteiner, 2022. "Financial Inclusion, Shocks, and Poverty: Evidence from the Expansion of Mobile Money in Tanzania," Journal of Human Resources, University of Wisconsin Press, vol. 57(2), pages 435-464.
    23. Demirguc-Kunt,Asli & Klapper,Leora & Singer,Dorothe & Van Oudheusden,Peter, 2015. "The Global Findex Database 2014 : measuring financial inclusion around the world," Policy Research Working Paper Series 7255, The World Bank.
    24. Stefan Dercon, 2002. "Income Risk, Coping Strategies, and Safety Nets," The World Bank Research Observer, World Bank, vol. 17(2), pages 141-166, September.
    25. Skoufias, Emmanuel & Rabassa, Mariano & Olivieri, Sergio & Brahmbhatt, Milan, 2011. "The Poverty Impacts of Climate Change," World Bank - Economic Premise, The World Bank, issue 51, pages 1-5, March.
    26. Kafle, Kashi & Jolliffe, Dean & Winter-Nelson, Alex, 2018. "Do different types of assets have differential effects on child education? Evidence from Tanzania," World Development, Elsevier, vol. 109(C), pages 14-28.
    27. William Jack & Tavneet Suri, 2011. "Mobile Money: The Economics of M-PESA," NBER Working Papers 16721, National Bureau of Economic Research, Inc.
    28. Andres Cuadros-Menaca & Arya Gaduh, 2020. "Remittances, Child Labor, and Schooling: Evidence from Colombia," Economic Development and Cultural Change, University of Chicago Press, vol. 68(4), pages 1257-1293.
    29. Raymond Boadi Frempong & David Stadelmann, 2019. "The Effect of Food Price Changes on Child Labour: Evidence from Uganda," Journal of Development Studies, Taylor & Francis Journals, vol. 55(7), pages 1492-1507, July.
    30. Skoufias, Emmanuel & Rabassa, Mariano & Olivieri, Sergio, 2011. "The poverty impacts of climate change : a review of the evidence," Policy Research Working Paper Series 5622, The World Bank.
    31. HwaJung Choi, 2007. "Are Remittances Insurance? Evidence from Rainfall Shocks in the Philippines," The World Bank Economic Review, World Bank, vol. 21(2), pages 219-248, May.
    32. Alcaraz, Carlo & Chiquiar, Daniel & Salcedo, Alejandrina, 2012. "Remittances, schooling, and child labor in Mexico," Journal of Development Economics, Elsevier, vol. 97(1), pages 156-165.
    33. Hideo Akabayashi & George Psacharopoulos, 1999. "The trade-off between child labour and human capital formation: A Tanzanian case study," Journal of Development Studies, Taylor & Francis Journals, vol. 35(5), pages 120-140.
    34. Dumas, Christelle, 2013. "Market Imperfections and Child Labor," World Development, Elsevier, vol. 42(C), pages 127-142.
    35. William Jack & Tavneet Suri, 2014. "Risk Sharing and Transactions Costs: Evidence from Kenya's Mobile Money Revolution," American Economic Review, American Economic Association, vol. 104(1), pages 183-223, January.
    36. Serge Ky & Clovis Rugemintwari & Alain Sauviat, 2018. "Does Mobile Money Affect Saving Behaviour? Evidence from a Developing Country," Journal of African Economies, Centre for the Study of African Economies, vol. 27(3), pages 285-320.
    37. Isaac Mbiti & David N. Weil, 2013. "The Home Economics of E-Money: Velocity, Cash Management, and Discount Rates of M-Pesa Users," American Economic Review, American Economic Association, vol. 103(3), pages 369-374, May.
    38. Shkaratan, Maria, 2012. "Tanzania's infrastructure : a continental perspective," Policy Research Working Paper Series 5962, The World Bank.
    39. Sara Burrone & Gianna Claudia Giannelli, 2020. "Child Labour, Gender and Vulnerable Employment in Adulthood. Evidence for Tanzania," Journal of Development Studies, Taylor & Francis Journals, vol. 56(12), pages 2235-2250, December.
    40. Alvi, Eskander & Dendir, Seife, 2011. "Weathering the Storms: Credit Receipt and Child Labor in the Aftermath of the Great Floods (1998) in Bangladesh," World Development, Elsevier, vol. 39(8), pages 1398-1409, August.
    41. Demirguc-Kunt, Asli & Klapper, Leora, 2012. "Measuring financial inclusion : the Global Findex Database," Policy Research Working Paper Series 6025, The World Bank.
    42. Alexander Krauss, 2017. "Understanding child labour beyond the standard economic assumption of monetary poverty," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 41(2), pages 545-574.
    43. 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 158-175, March.
    44. Christelle Dumas, 2020. "Productivity Shocks and Child Labor: The Role of Credit and Agricultural Labor Markets," Economic Development and Cultural Change, University of Chicago Press, vol. 68(3), pages 763-812.
    45. 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.
    46. Riley, Emma, 2018. "Mobile money and risk sharing against village shocks," Journal of Development Economics, Elsevier, vol. 135(C), pages 43-58.
    47. Alam, Shamma Adeeb, 2015. "Parental health shocks, child labor and educational outcomes: Evidence from Tanzania," Journal of Health Economics, Elsevier, vol. 44(C), pages 161-175.
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