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Skill Formation and the Trouble with Child Non-Cognitive Skill Measures

Author

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  • Del Bono, Emilia

    (ISER, University of Essex)

  • Kinsler, Josh

    (University of Georgia)

  • Pavan, Ronni

    (University of Rochester)

Abstract

Research on child skill formation and related policies typically rely on parent- reported measures of child non-cognitive skills. In this paper, we show that parental assessments of child non-cognitive skills are directly affected by the skills of the parents. We develop a dynamic model of child and parental skill formation that accounts for this contamination and show how standard estimates of the production of skills are affected. We then use our model to illustrate how contamination in parental measures of child non-cognitive skills affects estimates of child development policies that also directly affect parental skills.

Suggested Citation

  • Del Bono, Emilia & Kinsler, Josh & Pavan, Ronni, 2020. "Skill Formation and the Trouble with Child Non-Cognitive Skill Measures," IZA Discussion Papers 13713, Institute of Labor Economics (IZA).
    • Handle: RePEc:iza:izadps:dp13713
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    References listed on IDEAS

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    1. David Deming, 2009. "Early Childhood Intervention and Life-Cycle Skill Development: Evidence from Head Start," American Economic Journal: Applied Economics, American Economic Association, vol. 1(3), pages 111-134, July.
    2. David Johnston & Carol Propper & Stephen Pudney & Michael Shields, 2014. "Child Mental Health And Educational Attainment: Multiple Observers And The Measurement Error Problem," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 29(6), pages 880-900, September.
    3. Gabriella Conti & James J. Heckman & Rodrigo Pinto, 2016. "The Effects of Two Influential Early Childhood Interventions on Health and Healthy Behaviour," Economic Journal, Royal Economic Society, vol. 126(596), pages 28-65, October.
    4. Pedro Carneiro & Karsten T. Hansen & James J. Heckman, 2003. "Estimating Distributions of Treatment Effects with an Application to the Returns to Schooling and Measurement of the Effects of Uncertainty on College," NBER Working Papers 9546, National Bureau of Economic Research, Inc.
    5. Michael Baker & Mark Stabile & Catherine Deri, 2004. "What Do Self-Reported, Objective, Measures of Health Measure?," Journal of Human Resources, University of Wisconsin Press, vol. 39(4).
    6. Petra E. Todd & Kenneth I. Wolpin, 2007. "The Production of Cognitive Achievement in Children: Home, School, and Racial Test Score Gaps," Journal of Human Capital, University of Chicago Press, vol. 1(1), pages 91-136.
    7. Carneiro, Pedro & Hansen, Karsten T. & Heckman, James J., 2003. "Estimating Distributions of Treatment Effects with an Application to the Returns to Schooling and Measurement of the Effects of Uncertainty on College Choice," IZA Discussion Papers 767, Institute of Labor Economics (IZA).
    8. Michael Baker & Kevin Milligan, 2015. "Maternity leave and children’s cognitive and behavioral development," Journal of Population Economics, Springer;European Society for Population Economics, vol. 28(2), pages 373-391, April.
    9. Orazio Attanasio & Sarah Cattan & Emla Fitzsimons & Costas Meghir & Marta Rubio-Codina, 2020. "Estimating the Production Function for Human Capital: Results from a Randomized Controlled Trial in Colombia," American Economic Review, American Economic Association, vol. 110(1), pages 48-85, January.
    10. Pedro Carneiro & Karsten T. Hansen & James J. Heckman, 2003. "2001 Lawrence R. Klein Lecture Estimating Distributions of Treatment Effects with an Application to the Returns to Schooling and Measurement of the Effects of Uncertainty on College Choice," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 44(2), pages 361-422, May.
    11. Flavio Cunha & James J. Heckman & Susanne M. Schennach, 2010. "Estimating the Technology of Cognitive and Noncognitive Skill Formation," Econometrica, Econometric Society, vol. 78(3), pages 883-931, May.
    12. James J. Heckman & Jora Stixrud & Sergio Urzua, 2006. "The Effects of Cognitive and Noncognitive Abilities on Labor Market Outcomes and Social Behavior," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 411-482, July.
    13. Gloria Moroni & Cheti Nicoletti & Emma Tominey, 2019. "Child Socio-Emotional Skills: The Role of Parental Inputs," Discussion Papers 19/08, Department of Economics, University of York.
    14. K. Jöreskog, 1971. "Statistical analysis of sets of congeneric tests," Psychometrika, Springer;The Psychometric Society, vol. 36(2), pages 109-133, June.
    15. Emilia Del Bono & Marco Francesconi & Yvonne Kelly & Amanda Sacker, 2016. "Early Maternal Time Investment and Early Child Outcomes," Economic Journal, Royal Economic Society, vol. 126(596), pages 96-135, October.
    16. Orazio Attanasio & Costas Meghir & Emily Nix, 2015. "Human Capital Development and Parental Investment in India," Cowles Foundation Discussion Papers 2026R, Cowles Foundation for Research in Economics, Yale University, revised Jul 2017.
    17. Yamaguchi, Shintaro & Asai, Yukiko & Kambayashi, Ryo, 2018. "How does early childcare enrollment affect children, parents, and their interactions?," Labour Economics, Elsevier, vol. 55(C), pages 56-71.
    18. Petra Persson & Maya Rossin-Slater, 2018. "Family Ruptures, Stress, and the Mental Health of the Next Generation," American Economic Review, American Economic Association, vol. 108(4-5), pages 1214-1252, April.
    19. Cunha, Flavio & Heckman, James J. & Lochner, Lance, 2006. "Interpreting the Evidence on Life Cycle Skill Formation," Handbook of the Economics of Education, in: Erik Hanushek & F. Welch (ed.), Handbook of the Economics of Education, edition 1, volume 1, chapter 12, pages 697-812, Elsevier.
    20. Steffi Pohl & Rolf Steyer & Katrin Kraus, 2008. "Modelling method effects as individual causal effects," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 171(1), pages 41-63, January.
    21. 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.
    22. Victoria Baranov & Sonia Bhalotra & Pietro Biroli & Joanna Maselko, 2017. "Maternal Depression, Women’s Empowerment, and Parental Investment: Evidence from a Large Randomized Control Trial," CHILD Working Papers Series 60 JEL Classification: I1, Centre for Household, Income, Labour and Demographic Economics (CHILD) - CCA.
    23. Gabriella Conti & James J. Heckman & Rodrigo Pinto, 2016. "The Effects of Two Influential Early Childhood Interventions on Health and Healthy Behaviour," Economic Journal, Royal Economic Society, vol. 126(596), pages 28-65, October.
    24. Datta Gupta, Nabanita & Simonsen, Marianne, 2010. "Non-cognitive child outcomes and universal high quality child care," Journal of Public Economics, Elsevier, vol. 94(1-2), pages 30-43, February.
    25. Mónica Hernández-Alava & Gurleen Popli, 2017. "Children’s Development and Parental Input: Evidence From the UK Millennium Cohort Study," Demography, Springer;Population Association of America (PAA), vol. 54(2), pages 485-511, April.
    26. Petra Persson & Maya Rossin-Slater, 2018. "Family Ruptures, Stress, and the Mental Health of the Next Generation: Reply," American Economic Review, American Economic Association, vol. 108(4-5), pages 1256-1263, April.
    27. Emilia Del Bono & Marco Francesconi & Yvonne Kelly & Amanda Sacker, 2016. "Early Maternal Time Investment and Early Child Outcomes," Economic Journal, Royal Economic Society, vol. 126(596), pages 96-135, October.
    28. John Bound, 1991. "Self-Reported Versus Objective Measures of Health in Retirement Models," Journal of Human Resources, University of Wisconsin Press, vol. 26(1), pages 106-138.
    29. Baranov, Victoria & Bhalotra, Sonia R. & Biroli, Pietro & Maselko, Joanna, 2017. "Maternal Depression, Women's Empowerment, and Parental Investment: Evidence from a Large Randomized Control Trial," IZA Discussion Papers 11187, Institute of Labor Economics (IZA).
    30. Del Bono, Emilia & Kinsler, Josh & Pavan, Ronni, 2020. "A Note on the Importance of Normalizations in Dynamic Latent Factor Models of Skill Formation," IZA Discussion Papers 13714, Institute of Labor Economics (IZA).
    31. Sandra E. Black & Paul J. Devereux & Kjell G. Salvanes, 2016. "Does Grief Transfer across Generations? Bereavements during Pregnancy and Child Outcomes," American Economic Journal: Applied Economics, American Economic Association, vol. 8(1), pages 193-223, January.
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    Cited by:

    1. Menta, Giorgia & Lepinteur, Anthony & Clark, Andrew E. & Ghislandi, Simone & D'Ambrosio, Conchita, 2023. "Maternal genetic risk for depression and child human capital," Journal of Health Economics, Elsevier, vol. 87(C).
    2. Andrew E. Clark & Conchita D'Ambrosio & Simone Ghislandi & Anthony Lepinteur & Giorgia Menta, 2021. "Maternal depression and child human capital: a genetic instrumental-variable approach," CEP Discussion Papers dp1749, Centre for Economic Performance, LSE.
    3. Del Bono, Emilia & Kinsler, Josh & Pavan, Ronni, 2020. "A Note on the Importance of Normalizations in Dynamic Latent Factor Models of Skill Formation," IZA Discussion Papers 13714, Institute of Labor Economics (IZA).
    4. Del Bono, Emilia & Etheridge, Ben & Garcia, Paul, 2024. "The economic value of childhood socio-emotional skills," ISER Working Paper Series 2024-01, Institute for Social and Economic Research.
    5. María Ladrón de Guevara Rodríguez & Oscar David Marcenaro-Gutierrez & Luis Alejandro Lopez-Agudo, 2023. "On the Gender Gap of Soft-Skills: the Spanish Case," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 16(1), pages 167-197, February.
    6. Marcenaro-Gutierrez, O.D. & Lopez-Agudo, L.A. & Henriques, C.O., 2021. "Are soft skills conditioned by conflicting factors? A multiobjective programming approach to explore the trade-offs," Economic Analysis and Policy, Elsevier, vol. 72(C), pages 18-40.

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    More about this item

    Keywords

    children; human capital; dynamic factor analysis; measurement; policy;
    All these keywords.

    JEL classification:

    • C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General
    • C18 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Methodolical Issues: General
    • I38 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Government Programs; Provision and Effects of Welfare Programs
    • J13 - Labor and Demographic Economics - - Demographic Economics - - - Fertility; Family Planning; Child Care; Children; Youth
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

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