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Adolescents’ time allocation and skill production

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  • Jürges, Hendrik
  • Khanam, Rasheda

Abstract

Using comprehensive time use data pertaining to Australian children (aged 10 to 15), we study the link between time inputs – educational activities, sports, and screen time – and cognitive as well as non-cognitive skills. Potential endogeneity of time inputs is addressed by adjusting for a comprehensive set of covariates, including initial skills and past inputs and outputs. We support our identifying assumption with a recently developed omitted variable test that exploits bunching of time use for certain activities at zero minutes. Results on relative effects of educational activities, sports, and screen time are summarized in specification curves. Our evidence suggests that educational activities at home improve cognitive skills. Compared to sports, screen time – including computer gaming and social networks – does not seem to harm cognitive skills, but increases internalizing problems among girls.

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  • Jürges, Hendrik & Khanam, Rasheda, 2021. "Adolescents’ time allocation and skill production," Economics of Education Review, Elsevier, vol. 85(C).
    • Handle: RePEc:eee:ecoedu:v:85:y:2021:i:c:s0272775721000960
    DOI: 10.1016/j.econedurev.2021.102178
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    1. Marianne Bertrand & Jessica Pan, 2013. "The Trouble with Boys: Social Influences and the Gender Gap in Disruptive Behavior," American Economic Journal: Applied Economics, American Economic Association, vol. 5(1), pages 32-64, January.
    2. Mario Fiorini & Michael P. Keane, 2014. "How the Allocation of Children's Time Affects Cognitive and Noncognitive Development," Journal of Labor Economics, University of Chicago Press, vol. 32(4), pages 787-836.
    3. Gregorio Caetano & Josh Kinsler & Hao Teng, 2019. "Towards causal estimates of children's time allocation on skill development," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 34(4), pages 588-605, June.
    4. James Heckman & Flavio Cunha, 2007. "The Technology of Skill Formation," American Economic Review, American Economic Association, vol. 97(2), pages 31-47, May.
    5. Carolina Caetano, 2015. "A Test of Exogeneity Without Instrumental Variables in Models With Bunching," Econometrica, Econometric Society, vol. 83(4), pages 1581-1600, July.
    6. Contini, Dalit & Tommaso, Maria Laura Di & Mendolia, Silvia, 2017. "The gender gap in mathematics achievement: Evidence from Italian data," Economics of Education Review, Elsevier, vol. 58(C), pages 32-42.
    7. Lex Borghans & Angela Lee Duckworth & James J. Heckman & Bas ter Weel, 2008. "The Economics and Psychology of Personality Traits," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    8. 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.
    9. Daniela Del Boca & Chiara Monfardini & Cheti Nicoletti, 2017. "Parental and Child Time Investments and the Cognitive Development of Adolescents," Journal of Labor Economics, University of Chicago Press, vol. 35(2), pages 565-608.
    10. Rees, Daniel I. & Sabia, Joseph J., 2010. "Sports participation and academic performance: Evidence from the National Longitudinal Study of Adolescent Health," Economics of Education Review, Elsevier, vol. 29(5), pages 751-759, October.
    11. 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.
    12. Hendrik Jürges & Alexandra Schwarz & Sorel Cahan & Ziad Abdeen, 2019. "Child mental health and cognitive development: evidence from the West Bank," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 46(3), pages 423-442, August.
    13. Hille, Adrian & Schupp, Jürgen, 2015. "How Learning a Musical Instrument Affects the Development of Skills," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 44, pages 56-82.
    14. Janet Currie & Duncan Thomas, 1999. "Early Test Scores, Socioeconomic Status and Future Outcomes," NBER Working Papers 6943, National Bureau of Economic Research, Inc.
    15. Charlene Marie Kalenkoski & Sabrina Wulff Pabilonia, 2017. "Does high school homework increase academic achievement?," Education Economics, Taylor & Francis Journals, vol. 25(1), pages 45-59, January.
    16. Fiorini, M., 2010. "The effect of home computer use on children's cognitive and non-cognitive skills," Economics of Education Review, Elsevier, vol. 29(1), pages 55-72, February.
    17. 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.
    18. Stinebrickner Ralph & Stinebrickner Todd R., 2008. "The Causal Effect of Studying on Academic Performance," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 8(1), pages 1-55, June.
    19. Daniela Del Boca & Christopher Flinn & Ewout Verriest & Matthew Wiswall, 2018. "Actors in the Child Development Process," Carlo Alberto Notebooks 575, Collegio Carlo Alberto.
    20. Daniela Del Boca & Christopher Flinn & Ewout Verriest & Matthew Wiswall, 2018. "Actors in the Child Development Process," Carlo Alberto Notebooks 575, Collegio Carlo Alberto.
    21. Nicoletti, Cheti & Tonei, Valentina, 2020. "Do parental time investments react to changes in child’s skills and health?," European Economic Review, Elsevier, vol. 127(C).
    22. Ofer Malamud & Cristian Pop-Eleches, 2011. "Home Computer Use and the Development of Human Capital," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(2), pages 987-1027.
    23. 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.
    24. 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.
    25. Uri Simonsohn & Joseph P. Simmons & Leif D. Nelson, 2020. "Specification curve analysis," Nature Human Behaviour, Nature, vol. 4(11), pages 1208-1214, November.
    26. Lechner, Michael & Felfe, Christina & Steinmayr, Andreas, 2011. "Sports and Child Development," CEPR Discussion Papers 8523, C.E.P.R. Discussion Papers.
    27. Liyousew Gebremedhin Borga, 2019. "Children’s Own Time Use and its Effect on Skill Formation," Journal of Development Studies, Taylor & Francis Journals, vol. 55(5), pages 876-893, May.
    28. Uri Simonsohn & Joseph P. Simmons & Leif D. Nelson, 2020. "Publisher Correction: Specification curve analysis," Nature Human Behaviour, Nature, vol. 4(11), pages 1215-1215, November.
    29. Stephen V. Cameron & James J. Heckman, 1998. "Life Cycle Schooling and Dynamic Selection Bias: Models and Evidence for Five Cohorts of American Males," Journal of Political Economy, University of Chicago Press, vol. 106(2), pages 262-333, April.
    30. Robert W. Fairlie & Daniel O. Beltran & Kuntal K. Das, 2010. "HOME COMPUTERS AND EDUCATIONAL OUTCOMES: EVIDENCE FROM THE NLSY97 and CPS," Economic Inquiry, Western Economic Association International, vol. 48(3), pages 771-792, July.
    31. Peter Funk & Thorsten Kemper, 2016. "Leisure and Learning - Activities and Their Effects on Child Skill Development," Working Paper Series in Economics 85, University of Cologne, Department of Economics.
    32. Muriel Niederle & Lise Vesterlund, 2010. "Explaining the Gender Gap in Math Test Scores: The Role of Competition," Journal of Economic Perspectives, American Economic Association, vol. 24(2), pages 129-144, Spring.
    33. Kristoffersen, Jannie H.G. & Obel, Carsten & Smith, Nina, 2015. "Gender differences in behavioral problems and school outcomes," Journal of Economic Behavior & Organization, Elsevier, vol. 115(C), pages 75-93.
    34. Benjamin A. Olken, 2009. "Do Television and Radio Destroy Social Capital? Evidence from Indonesian Villages," American Economic Journal: Applied Economics, American Economic Association, vol. 1(4), pages 1-33, October.
    35. Erik Lindqvist & Roine Vestman, 2011. "The Labor Market Returns to Cognitive and Noncognitive Ability: Evidence from the Swedish Enlistment," American Economic Journal: Applied Economics, American Economic Association, vol. 3(1), pages 101-128, January.
    36. Petra E. Todd & Kenneth I. Wolpin, 2003. "On The Specification and Estimation of The Production Function for Cognitive Achievement," Economic Journal, Royal Economic Society, vol. 113(485), pages 3-33, February.
    37. Amy Orben & Andrew K. Przybylski, 2019. "The association between adolescent well-being and digital technology use," Nature Human Behaviour, Nature, vol. 3(2), pages 173-182, February.
    38. 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.
    39. Rasheda Khanam & Son Nghiem, 2016. "Family Income and Child Cognitive and Noncognitive Development in Australia: Does Money Matter?," Demography, Springer;Population Association of America (PAA), vol. 53(3), pages 597-621, June.
    40. Stephen V. Cameron & James J. Heckman, 1998. "Life Cycle Schooling and Dynamic Selection Bias: Models and Evidence for Five Cohorts," NBER Working Papers 6385, National Bureau of Economic Research, Inc.
    41. Matthew Gentzkow & Jesse M. Shapiro, 2008. "Preschool Television Viewing and Adolescent Test Scores: Historical Evidence from the Coleman Study," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(1), pages 279-323.
    42. Carolina Caetano & Gregorio Caetano & Eric R. Nielsen, 2020. "Should Children Do More Enrichment Activities? Leveraging Bunching to Correct for Endogeneity," Finance and Economics Discussion Series 2020-036, Board of Governors of the Federal Reserve System (U.S.).
    43. Cabane, Charlotte & Hille, Adrian & Lechner, Michael, 2016. "Mozart or Pelé? The effects of adolescents' participation in music and sports," Labour Economics, Elsevier, vol. 41(C), pages 90-103.
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    Cited by:

    1. Nicole Black & Danusha Jayawardana & Gawain Heckley, 2023. "Children’s Time Allocation and the Socioeconomic Gap in Human Capital," Papers 2023-06, Centre for Health Economics, Monash University.

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    More about this item

    Keywords

    Time use; Education; Screen time; Non-cognitive skills;
    All these keywords.

    JEL classification:

    • I26 - Health, Education, and Welfare - - Education - - - Returns to Education
    • 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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