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What Led to the Decline of Child Labour in the European Periphery? A Cointegration Approach with Long Historical Data

Author

Listed:
  • Pedro V. Goulart

    (Universidade de Lisboa)

  • Nuno Sobreira

    (Universidade de Lisboa)

  • Gianluca Ferrittu

    (Universidade de Lisboa)

  • Arjun S. Bedi

    (Erasmus Universiteit Rotterdam)

Abstract

The “traditional view” on the historical decline of child labour has emphasised the role of the approval of effective child labour (minimum working age) laws. Since then, the importance of alternative key driving factors such as schooling, demography, household income or technology has been highlighted. While historically leading countries such as England and industrial labour have been studied, peripheral Europe and a full participation rate also including agriculture and services have received limited research attention. The contribution of this paper is to provide a first empirical explanation for the child labour decline observed in a European peripheral country like Portugal using long historical yearly data. For doing so, we use long series of Portugal’s child labour participation rate and several candidate explanatory factors. We implement cointegration techniques to relate child labour with its main drivers. We find that not only factors related to the “traditional view” were important for the Portuguese case. In fact, a mixture of legislation, schooling, demography, income, and technological factors seem to have contributed to the sustainable fall of Portugal’s child labour. Hence, explanations for observed child labour decline seem to differ by country and context, introducing a more nuanced view of the existing literature.

Suggested Citation

  • Pedro V. Goulart & Nuno Sobreira & Gianluca Ferrittu & Arjun S. Bedi, 2024. "What Led to the Decline of Child Labour in the European Periphery? A Cointegration Approach with Long Historical Data," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 172(2), pages 765-801, March.
  • Handle: RePEc:spr:soinre:v:172:y:2024:i:2:d:10.1007_s11205-024-03315-w
    DOI: 10.1007/s11205-024-03315-w
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    as
    1. Park, Joon Y, 1992. "Canonical Cointegrating Regressions," Econometrica, Econometric Society, vol. 60(1), pages 119-143, January.
    2. Krauss, Alexander, 2017. "Understanding child labour beyond the standard economic assumption of monetary poverty," LSE Research Online Documents on Economics 68497, London School of Economics and Political Science, LSE Library.
    3. 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.
    4. Kambhampati, Uma S. & Rajan, Raji, 2006. "Economic growth: A panacea for child labor?," World Development, Elsevier, vol. 34(3), pages 426-445, March.
    5. Peter C. B. Phillips & Bruce E. Hansen, 1990. "Statistical Inference in Instrumental Variables Regression with I(1) Processes," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 57(1), pages 99-125.
    6. Kwiatkowski, Denis & Phillips, Peter C. B. & Schmidt, Peter & Shin, Yongcheol, 1992. "Testing the null hypothesis of stationarity against the alternative of a unit root : How sure are we that economic time series have a unit root?," Journal of Econometrics, Elsevier, vol. 54(1-3), pages 159-178.
    7. Gautam Hazarika & Arjun Bedi, 2003. "Schooling Costs and Child Work in Rural Pakistan," Journal of Development Studies, Taylor & Francis Journals, vol. 39(5), pages 29-64.
    8. Assefa Admassie & Arjun Singh Bedi, 2008. "Attending School, Reading, Writing and Child Work in Rural Ethiopia," Chapters, in: José María Fanelli & Lyn Squire (ed.), Economic Reform in Developing Countries, chapter 6, Edward Elgar Publishing.
    9. P. C. B. Phillips & S. N. Durlauf, 1986. "Multiple Time Series Regression with Integrated Processes," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 53(4), pages 473-495.
    10. Rosenzweig, Mark R & Evenson, Robert E, 1977. "Fertility, Schooling, and the Economic Contribution of Children in Rural India: An Econometric Analysis," Econometrica, Econometric Society, vol. 45(5), pages 1065-1079, July.
    11. Eric V. Edmonds & Maheshwor Shrestha, 2012. "The Impact of Minimum Age of Employment Regulation on Child Labor and Schooling: Evidence from UNICEF MICS Countries," NBER Working Papers 18623, National Bureau of Economic Research, Inc.
    12. Galor, Oded & Weil, David N, 1996. "The Gender Gap, Fertility, and Growth," American Economic Review, American Economic Association, vol. 86(3), pages 374-387, June.
    13. Nardinelli, Clark, 1980. "Child Labor and the Factory Acts," The Journal of Economic History, Cambridge University Press, vol. 40(4), pages 739-755, December.
    14. Banerjee, Anindya, et al, 1986. "Exploring Equilibrium Relationships in Econometrics through Static Models: Some Monte Carlo Evidence," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 48(3), pages 253-277, August.
    15. Yannay Shanan, 2023. "The effect of compulsory schooling laws and child labor restrictions on fertility: evidence from the early twentieth century," Journal of Population Economics, Springer;European Society for Population Economics, vol. 36(1), pages 321-358, January.
    16. Elliott, Graham & Rothenberg, Thomas J & Stock, James H, 1996. "Efficient Tests for an Autoregressive Unit Root," Econometrica, Econometric Society, vol. 64(4), pages 813-836, July.
    17. Eric V. Edmonds, 2005. "Does Child Labor Decline with Improving Economic Status?," Journal of Human Resources, University of Wisconsin Press, vol. 40(1).
    18. Huberman, Michael & Meissner, Christopher M., 2010. "Riding the Wave of Trade: The Rise of Labor Regulation in the Golden Age of Globalization," The Journal of Economic History, Cambridge University Press, vol. 70(3), pages 657-685, September.
    19. Moshe Hazan & Binyamin Berdugo, 2002. "Child Labour, Fertility, and Economic Growth," Economic Journal, Royal Economic Society, vol. 112(482), pages 810-828, October.
    20. Inder, Brett, 1993. "Estimating long-run relationships in economics : A comparison of different approaches," Journal of Econometrics, Elsevier, vol. 57(1-3), pages 53-68.
    21. Brown, Martin & Christiansen, Jens & Philips, Peter, 1992. "The Decline of Child Labor in the U.S. Fruit and Vegetable Canning Industry: Law or Economics?," Business History Review, Cambridge University Press, vol. 66(4), pages 723-770, January.
    22. Choi, In & Kurozumi, Eiji, 2012. "Model selection criteria for the leads-and-lags cointegrating regression," Journal of Econometrics, Elsevier, vol. 169(2), pages 224-238.
    23. Eric Edmonds & Maheshwor Shrestha, 2012. "The impact of minimum age of employment regulation on child labor and schooling ," IZA Journal of Labor Policy, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 1(1), pages 1-28, December.
    24. Serena Ng & Pierre Perron, 2001. "LAG Length Selection and the Construction of Unit Root Tests with Good Size and Power," Econometrica, Econometric Society, vol. 69(6), pages 1519-1554, November.
    25. 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.
    26. David N. Weil & Oded Galor, 2000. "Population, Technology, and Growth: From Malthusian Stagnation to the Demographic Transition and Beyond," American Economic Review, American Economic Association, vol. 90(4), pages 806-828, September.
    27. Montalvo, Jose G., 1995. "Comparing cointegrating regression estimators: Some additional Monte Carlo results," Economics Letters, Elsevier, vol. 48(3-4), pages 229-234, June.
    28. 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.
    29. Moehling, Carolyn M., 1999. "State Child Labor Laws and the Decline of Child Labor," Explorations in Economic History, Elsevier, vol. 36(1), pages 72-106, January.
    30. Tomi Kyyrä & Ralf Wilke, 2014. "On the reliability of retrospective unemployment information in European household panel data," Empirical Economics, Springer, vol. 46(4), pages 1473-1493, June.
    31. Benjamin White, 1982. "Child Labour and Population Growth in Rural Asia," Development and Change, International Institute of Social Studies, vol. 13(4), pages 587-610, October.
    32. Christou, Christina & Pittis, Nikitas, 2002. "Kernel And Bandwidth Selection, Prewhitening, And The Performance Of The Fully Modified Least Squares Estimation Method," Econometric Theory, Cambridge University Press, vol. 18(4), pages 948-961, August.
    33. Saikkonen, Pentti, 1991. "Asymptotically Efficient Estimation of Cointegration Regressions," Econometric Theory, Cambridge University Press, vol. 7(1), pages 1-21, March.
    34. Holger Strulik, 2004. "Child mortality, child labour and economic development," Economic Journal, Royal Economic Society, vol. 114(497), pages 547-568, July.
    35. Stock, James H, 1987. "Asymptotic Properties of Least Squares Estimators of Cointegrating Vectors," Econometrica, Econometric Society, vol. 55(5), pages 1035-1056, September.
    36. Nunzio Cappuccio & Diego Lubian, 2001. "Estimation And Inference On Long-Run Equilibria: A Simulation Study," Econometric Reviews, Taylor & Francis Journals, vol. 20(1), pages 61-84.
    37. Sara Horrell & Jane Humphries, 1995. "Women's labour force participation and the transition to the male-breadwinner family, 1790-1865," Economic History Review, Economic History Society, vol. 48(1), pages 89-117, February.
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