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The long-run effects of parental unemployment in childhood

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  • Uguccioni, James

Abstract

Parental job loss is a large, negative shock to the household that can affect children in both the short- and long-run. Little is known, however, about how the long-run impacts of job loss on children vary with the child's age at the time of displacement. This paper provides the first empirical evidence of the long-run effects of parental unemployment on children exposed before age 10 (and as young as 2), a period thought to be critical for child development. Using administrative tax data covering the universe of children born in Canada between 1972 and 1985 and random forest proximity matching, I estimate the causal effects of parental job loss experienced at different points in childhood on a child's income attainment. I find that children exposed to parental unemployment at ages 2 to 10 experience losses of 3 to 4 rank points in average earnings attainment in adulthood (approximately $2,500 per year). These children are also 36% more likely to receive welfare as adults and 4% less likely to pursue post-secondary education. Consistent with critical periods of child development, children who experience parental job loss before age 10 experience larger reductions in income attainment than children exposed at older ages. Decomposing these estimates, I show that the majority of my treatment effects are attributable to the timing of income losses experienced during childhood, as well as unemployment-induced moves to neighourhoods with less opportunity.

Suggested Citation

  • Uguccioni, James, 2022. "The long-run effects of parental unemployment in childhood," CLEF Working Paper Series 45, Canadian Labour Economics Forum (CLEF), University of Waterloo.
  • Handle: RePEc:zbw:clefwp:45
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    1. Lin, Zhengxi, 1998. "Employment Insurance in Canada: Recent Trends and Policy Changes," Analytical Studies Branch Research Paper Series 1998125e, Statistics Canada, Analytical Studies Branch.
    2. James Heckman & Flavio Cunha, 2007. "The Technology of Skill Formation," American Economic Review, American Economic Association, vol. 97(2), pages 31-47, May.
    3. Marie Connolly & Miles Corak & Catherine Haeck, 2019. "Intergenerational Mobility Between and Within Canada and the United States," Journal of Labor Economics, University of Chicago Press, vol. 37(S2), pages 595-641.
    4. Douglas Almond & Janet Currie & Valentina Duque, 2018. "Childhood Circumstances and Adult Outcomes: Act II," Journal of Economic Literature, American Economic Association, vol. 56(4), pages 1360-1446, December.
    5. Pierre-André Chiappori & Monica Costa Dias & Costas Meghir, 2018. "The Marriage Market, Labor Supply, and Education Choice," Journal of Political Economy, University of Chicago Press, vol. 126(S1), pages 26-72.
    6. Elizabeth M. Caucutt & Lance Lochner & Youngmin Park, 2017. "Correlation, Consumption, Confusion, or Constraints: Why Do Poor Children Perform so Poorly?," Scandinavian Journal of Economics, Wiley Blackwell, vol. 119(1), pages 102-147, January.
    7. Corak, Miles, 2001. "Death and Divorce: The Long-Term Consequences of Parental Loss on Adolescents," Journal of Labor Economics, University of Chicago Press, vol. 19(3), pages 682-715, July.
    8. Elizabeth M. Caucutt & Lance Lochner, 2020. "Early and Late Human Capital Investments, Borrowing Constraints, and the Family," Journal of Political Economy, University of Chicago Press, vol. 128(3), pages 1065-1147.
    9. Stefan Wager & Susan Athey, 2018. "Estimation and Inference of Heterogeneous Treatment Effects using Random Forests," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 113(523), pages 1228-1242, July.
    10. Paul Storer & Marc A. Van Audenrode, 1995. "Unemployment Insurance Take-Up Rates in Canada: Facts, Determinants, and Implications," Canadian Journal of Economics, Canadian Economics Association, vol. 28(4a), pages 822-835, November.
    11. Kim P. Huynh & Yuri Ostrovsky & Robert J. Petrunia & Marcel C. Voia, 2017. "Industry shutdown rates and permanent layoffs: evidence from firm-worker matched data," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 6(1), pages 1-31, December.
    12. Adam M. Lavecchia & Alisa Tazhitdinova, 2021. "Permanent and Transitory Responses to Capital Gains Taxes: Evidence from a Lifetime Exemption in Canada," NBER Working Papers 28514, National Bureau of Economic Research, Inc.
    13. Raj Chetty & Nathaniel Hendren & Patrick Kline & Emmanuel Saez, 2014. "Where is the land of Opportunity? The Geography of Intergenerational Mobility in the United States," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(4), pages 1553-1623.
    14. Jäger, Simon & Heining, Jörg, 2019. "How Substitutable Are Workers? Evidence from Worker Deaths," MPRA Paper 109757, University Library of Munich, Germany, revised 01 Jan 2019.
    15. Martin Nybom & Jan Stuhler, 2016. "Heterogeneous Income Profiles and Lifecycle Bias in Intergenerational Mobility Estimation," Journal of Human Resources, University of Wisconsin Press, vol. 51(1), pages 239-268.
    16. James Heckman & Rodrigo Pinto & Peter Savelyev, 2013. "Understanding the Mechanisms through Which an Influential Early Childhood Program Boosted Adult Outcomes," American Economic Review, American Economic Association, vol. 103(6), pages 2052-2086, October.
    17. Chetty, Raj, 2006. "A general formula for the optimal level of social insurance," Journal of Public Economics, Elsevier, vol. 90(10-11), pages 1879-1901, November.
    18. Philip Oreopoulos, 2003. "The Long-Run Consequences of Living in a Poor Neighborhood," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(4), pages 1533-1575.
    19. Gary S. Becker & Nigel Tomes, 1994. "Human Capital and the Rise and Fall of Families," NBER Chapters, in: Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, Third Edition, pages 257-298, National Bureau of Economic Research, Inc.
    20. Andreas Fagereng & Magne Mogstad & Marte Rønning, 2021. "Why Do Wealthy Parents Have Wealthy Children?," Journal of Political Economy, University of Chicago Press, vol. 129(3), pages 703-756.
    21. Martti Kaila & Emily Nix & Krista Riukula, 2021. "Disparate Impacts of Job Loss by Parental Income and Implications for Intergenerational Mobility," Opportunity and Inclusive Growth Institute Working Papers 53, Federal Reserve Bank of Minneapolis.
    22. Athey, Susan & Imbens, Guido W., 2019. "Machine Learning Methods Economists Should Know About," Research Papers 3776, Stanford University, Graduate School of Business.
    23. Michael Baker & Jonathan Gruber & Kevin Milligan, 2008. "Universal Child Care, Maternal Labor Supply, and Family Well-Being," Journal of Political Economy, University of Chicago Press, vol. 116(4), pages 709-745, August.
    24. Nathaniel G. Hilger, 2016. "Parental Job Loss and Children's Long-Term Outcomes: Evidence from 7 Million Fathers' Layoffs," American Economic Journal: Applied Economics, American Economic Association, vol. 8(3), pages 247-283, July.
    25. Kerwin Kofi Charles & Melvin Stephens, 2004. "Job Displacement, Disability, and Divorce," Journal of Labor Economics, University of Chicago Press, vol. 22(2), pages 489-522, April.
    26. Michael Baker & Miles Corak & Andrew Heisz, 1998. "The Labour Market Dynamics of Unemployment Rates in Canada and the United States," Canadian Public Policy, University of Toronto Press, vol. 24(s1), pages 72-89, February.
    27. Susan Athey & Julie Tibshirani & Stefan Wager, 2016. "Generalized Random Forests," Papers 1610.01271, arXiv.org, revised Apr 2018.
    28. Alexander Torgovitsky, 2019. "Nonparametric Inference on State Dependence in Unemployment," Econometrica, Econometric Society, vol. 87(5), pages 1475-1505, September.
    29. Pedro Carneiro & Italo López García & Kjell G. Salvanes & Emma Tominey, 2021. "Intergenerational Mobility and the Timing of Parental Income," Journal of Political Economy, University of Chicago Press, vol. 129(3), pages 757-788.
    30. Susan Athey & Guido W. Imbens, 2019. "Machine Learning Methods That Economists Should Know About," Annual Review of Economics, Annual Reviews, vol. 11(1), pages 685-725, August.
    31. Anna Aizer & Shari Eli & Joseph Ferrie & Adriana Lleras-Muney, 2016. "The Long-Run Impact of Cash Transfers to Poor Families," American Economic Review, American Economic Association, vol. 106(4), pages 935-971, April.
    32. Avraham Ebenstein & Kevin Stange, 2010. "Does inconvenience explain low take-up? Evidence from unemployment insurance," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 29(1), pages 111-136.
    33. Anna, Petrenko, 2016. "Мaркування готової продукції як складова частина інформаційного забезпечення маркетингової діяльності підприємств овочепродуктового підкомплексу," Agricultural and Resource Economics: International Scientific E-Journal, Agricultural and Resource Economics: International Scientific E-Journal, vol. 2(1), March.
    34. Jean-William Laliberté, 2021. "Long-Term Contextual Effects in Education: Schools and Neighborhoods," American Economic Journal: Economic Policy, American Economic Association, vol. 13(2), pages 336-377, May.
    35. Eric Chyn, 2018. "Moved to Opportunity: The Long-Run Effects of Public Housing Demolition on Children," American Economic Review, American Economic Association, vol. 108(10), pages 3028-3056, October.
    36. Biau, Gérard & Devroye, Luc, 2010. "On the layered nearest neighbour estimate, the bagged nearest neighbour estimate and the random forest method in regression and classification," Journal of Multivariate Analysis, Elsevier, vol. 101(10), pages 2499-2518, November.
    37. Bruce Sacerdote, 2007. "How Large are the Effects from Changes in Family Environment? A Study of Korean American Adoptees," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(1), pages 119-157.
    38. Lin, Yi & Jeon, Yongho, 2006. "Random Forests and Adaptive Nearest Neighbors," Journal of the American Statistical Association, American Statistical Association, vol. 101, pages 578-590, June.
    39. Hilary Hoynes & Diane Whitmore Schanzenbach & Douglas Almond, 2016. "Long-Run Impacts of Childhood Access to the Safety Net," American Economic Review, American Economic Association, vol. 106(4), pages 903-934, April.
    40. Daniel Herbst & Nathaniel Hendren, 2021. "Opportunity Unraveled: Private Information and the Missing Markets for Financing Human Capital," NBER Working Papers 29214, National Bureau of Economic Research, Inc.
    41. Orla Doyle, 2020. "The First 2,000 Days and Child Skills," Journal of Political Economy, University of Chicago Press, vol. 128(6), pages 2067-2122.
    42. Steven J. Davis & Till Von Wachter, 2011. "Recessions and the Costs of Job Loss," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 42(2 (Fall)), pages 1-72.
    43. Becker, Gary S & Tomes, Nigel, 1979. "An Equilibrium Theory of the Distribution of Income and Intergenerational Mobility," Journal of Political Economy, University of Chicago Press, vol. 87(6), pages 1153-1189, December.
    44. Marie Connolly & Catherine Haeck & Jean-William P. Laliberté, 2021. "Parental Education and the Rising Transmission of Income between Generations," NBER Chapters, in: Measuring Distribution and Mobility of Income and Wealth, pages 289-315, National Bureau of Economic Research, Inc.
    45. Patricia M. Anderson & Bruce D. Meyer, 1997. "Unemployment Insurance Takeup Rates and the After-Tax Value of Benefits," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(3), pages 913-937.
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    1. Bingley, Paul & Cappellari, Lorenzo & Ovidi, Marco, 2023. "When It Hurts the Most: Timing of Parental Job Loss and a Child's Education," IZA Discussion Papers 16367, Institute of Labor Economics (IZA).

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