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Towards causal estimates of children's time allocation on skill development

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  • Gregorio Caetano
  • Josh Kinsler
  • Hao Teng

Abstract

In this paper we examine how children's time allocation affects their accumulation of cognitive skill. Children's time allocation is endogenous in a model of skill production since it is chosen by parents and children. We apply a recently developed test of exogeneity to search for specifications that yield causal estimates of the impact time inputs have on child skills. The test exploits bunching in time inputs induced by a nonnegativity time constraint and it has power to detect a variety of sources of endogeneity. We find that with a sufficiently rich set of controls we are unable to reject exogeneity in our most detailed production function specifications. The estimates from these specifications indicate that active time with adult family members, such as parents and grandparents, are the most productive in generating cognitive skill.

Suggested Citation

  • 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.
    • Handle: RePEc:wly:japmet:v:34:y:2019:i:4:p:588-605
    DOI: 10.1002/jae.2700
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    Cited by:

    1. Jessica L. Arnup & Nicole Black & David W. Johnston, 2022. "Changes in children’s time use during periods of financial hardship," Journal of Population Economics, Springer;European Society for Population Economics, vol. 35(3), pages 1133-1162, July.
    2. Charlene Marie Kalenkoski & Sabrina Wulff Pabilonia, 2023. "Parental disability and teenagers’ time allocation," Review of Economics of the Household, Springer, vol. 21(4), pages 1379-1407, December.
    3. Sulagna Mookerjee & John D. Pedersen & David Slichter, 2023. "Time Use and the Geography of Economic Opportunity," Research in Labor Economics, in: Time Use in Economics, volume 51, pages 89-104, Emerald Group Publishing Limited.
    4. Elena Claudia Meroni & Daniela Piazzalunga & Chiara Pronzato, 2022. "Allocation of time and child socio-emotional skills," Review of Economics of the Household, Springer, vol. 20(4), pages 1155-1192, December.
    5. Bertanha, Marinho & McCallum, Andrew H. & Seegert, Nathan, 2023. "Better bunching, nicer notching," Journal of Econometrics, Elsevier, vol. 237(2).
    6. Marinho Bertanha & Andrew H. McCallum & Alexis Payne & Nathan Seegert, 2022. "Bunching estimation of elasticities using Stata," Stata Journal, StataCorp LP, vol. 22(3), pages 597-624, September.
    7. Shuhei Kaneko & Haruko Noguchi, 2020. "Impacts of Natural Disaster on Changes in Parental and Children's Time Allocation: Evidence from the Great East Japan Earthquake," Working Papers 2006, Waseda University, Faculty of Political Science and Economics.
    8. Pabilonia, Sabrina Wulff & Vernon, Victoria, 2020. "Telework and Time Use in the United States," GLO Discussion Paper Series 546, Global Labor Organization (GLO).
    9. Bigoni, Maria & Bortolotti, Stefania & Fort, Margherita & Guarini, Annalisa & Iorio, Daniela & Monfardini, Chiara & Sansavini, Alessandra & Sansone, Davide & Suttora, Chiara, 2023. "A New Time-Use Diary App to Measure Parental Investments," IZA Discussion Papers 16661, Institute of Labor Economics (IZA).
    10. Leo Röhlke, 2024. "Changes in early adolescents' time use after acquiring their first mobile phone. An empirical test of the displacement hypothesis," University of Bern Social Sciences Working Papers 49, University of Bern, Department of Social Sciences.
    11. Sabrina Wulff Pabilonia & Victoria Vernon, 2023. "Who is doing the chores and childcare in dual-earner couples during the COVID-19 era of working from home?," Review of Economics of the Household, Springer, vol. 21(2), pages 519-565, June.
    12. Adriana Lleras-Muney & Matthew Miller & Shuyang Sheng & Veronica T. Sovero, 2020. "Party On: The Labor Market Returns to Social Networks in Adolescence," NBER Working Papers 27337, National Bureau of Economic Research, Inc.
    13. 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.
    14. Johanna Catherine Maclean & Sabrina Wulff Pabilonia, 2024. "Paid Sick Leave and Childcare," NBER Working Papers 32710, National Bureau of Economic Research, Inc.
    15. Caetano, Carolina & Caetano, Gregorio & Nielsen, Eric, 2024. "Are children spending too much time on enrichment activities?," Economics of Education Review, Elsevier, vol. 98(C).
    16. 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.).
    17. Carolina Caetano & Gregorio Caetano & Hao Fe & Eric R. Nielsen, 2021. "A Dummy Test of Identification in Models with Bunching," Finance and Economics Discussion Series 2021-068, Board of Governors of the Federal Reserve System (U.S.).
    18. Khalil, Umair & Yıldız, Neşe, 2022. "A test of the selection on observables assumption using a discontinuously distributed covariate," Journal of Econometrics, Elsevier, vol. 226(2), pages 423-450.
    19. Fe, Hao & Sanfelice, Viviane, 2022. "How bad is crime for business? Evidence from consumer behavior," Journal of Urban Economics, Elsevier, vol. 129(C).
    20. Jürges, Hendrik & Khanam, Rasheda, 2021. "Adolescents’ time allocation and skill production," Economics of Education Review, Elsevier, vol. 85(C).
    21. Sabrina Wulff Pabilonia & Victoria Vernon, 2022. "Telework, Wages, and Time Use in the United States," Review of Economics of the Household, Springer, vol. 20(3), pages 687-734, September.
    22. Chang, Grace, 2022. "How is adolescents' time allocation associated with their self-esteem and self-efficacy? Evidence from four developing countries," LSE Research Online Documents on Economics 115059, London School of Economics and Political Science, LSE Library.

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