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Rain, Rain, Go Away: Weather and children’s time allocation

Author

Listed:
  • Ha Trong Nguyen

    (Bankwest Curtin Economic Centre, Curtin University)

  • Huong Thu Le

    (School of Population and Global Health, University of Western Australia)

  • Luke B Connelly

    (The University of Queensland)

Abstract

This paper presents the first robust causal estimates of the effect of weather on the allocation of children’s time. It uses individual-level data from over 45,000 time-use diaries of children from two nationally representative cohorts of Australian children whose time-use diaries were surveyed biannually over 10 years to measure the time allocation of children and exploits exogenous variations in local weather conditions observed during the random diary dates. Unfavourable weather conditions, as represented by cold or hot temperature or rain, cause children to switch activities from outdoors to indoors, mainly by reducing the time allocated to active pursuits and travel and increasing the time allocated to media. The effects of weather are more pronounced on weekends and are heterogeneous across different population sub-groups. The results also provide some evidence of adaptation, as temperature tends to have greater impact not only in winter months but also in colder regions. The findings are robust to a wide range of sensitivity checks, including controlling for individual fixed effects and using alternative model specifications.

Suggested Citation

  • Ha Trong Nguyen & Huong Thu Le & Luke B Connelly, 2018. "Rain, Rain, Go Away: Weather and children’s time allocation," Bankwest Curtin Economics Centre Working Paper series WP1801, Bankwest Curtin Economics Centre (BCEC), Curtin Business School.
  • Handle: RePEc:ozl:bcecwp:wp1801
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    File URL: http://bcec.edu.au/publications/rain-rain-go-away-weather-and-childrens-time-allocation/
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    References listed on IDEAS

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    1. Huong Thu Le & Ha Trong Nguyen, 2015. "Parental health and children’s cognitive and non-cognitive development: New evidence from the Longitudinal Survey of Australian Children," Bankwest Curtin Economics Centre Working Paper series WP1506, Bankwest Curtin Economics Centre (BCEC), Curtin Business School.
    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. Marshall Burke & Solomon M. Hsiang & Edward Miguel, 2015. "Global non-linear effect of temperature on economic production," Nature, Nature, vol. 527(7577), pages 235-239, November.
    4. Jennifer Trudeau & Karen Smith Conway & Andrea Kutinova Menclova, 2016. "Soaking Up the Sun: The Role of Sunshine in the Production of Infant Health," American Journal of Health Economics, MIT Press, vol. 2(1), pages 1-40, January.
    5. Joshua Graff Zivin & Matthew Neidell, 2014. "Temperature and the Allocation of Time: Implications for Climate Change," Journal of Labor Economics, University of Chicago Press, vol. 32(1), pages 1-26.
    6. Tahir Andrabi & Jishnu Das & Asim Ijaz Khwaja, 2012. "What Did You Do All Day?: Maternal Education and Child Outcomes," Journal of Human Resources, University of Wisconsin Press, vol. 47(4), pages 873-912.
    7. Nghiem, Hong Son & Nguyen, Ha Trong & Khanam, Rasheda & Connelly, Luke B., 2015. "Does school type affect cognitive and non-cognitive development in children? Evidence from Australian primary schools," Labour Economics, Elsevier, vol. 33(C), pages 55-65.
    8. 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.
    9. Huong Thu Le & Ha Trong Nguyen, 2018. "The Impact of Maternal Mental Health Shocks on Child Health: Estimates from Fixed-Effects Instrumental Variables Models for Two Cohorts of Australian Children," American Journal of Health Economics, University of Chicago Press, vol. 4(2), pages 185-225, Spring.
    10. Robert W. Fairlie & Jonathan Robinson, 2013. "Experimental Evidence on the Effects of Home Computers on Academic Achievement among Schoolchildren," American Economic Journal: Applied Economics, American Economic Association, vol. 5(3), pages 211-240, July.
    11. Marie Connolly, 2008. "Here Comes the Rain Again: Weather and the Intertemporal Substitution of Leisure," Journal of Labor Economics, University of Chicago Press, vol. 26(1), pages 73-100.
    12. Deborah A. Cobb-Clark & Trong-Ha Nguyen, 2012. "Educational Attainment Across Generations: The Role of Immigration Background," The Economic Record, The Economic Society of Australia, vol. 88(283), pages 554-575, December.
    13. Joshua Graff Zivin & Matthew Neidell, 2013. "Environment, Health, and Human Capital," Journal of Economic Literature, American Economic Association, vol. 51(3), pages 689-730, September.
    14. Flavio Cunha & James Heckman & Salvador Navarro, 2005. "Separating uncertainty from heterogeneity in life cycle earnings," Oxford Economic Papers, Oxford University Press, vol. 57(2), pages 191-261, April.
    15. Keane, Michael P & Wolpin, Kenneth I, 1997. "The Career Decisions of Young Men," Journal of Political Economy, University of Chicago Press, vol. 105(3), pages 473-522, June.
    16. 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.
    17. Rappaport, Jordan, 2007. "Moving to nice weather," Regional Science and Urban Economics, Elsevier, vol. 37(3), pages 375-398, May.
    18. Joshua Graff Zivin & Solomon M. Hsiang & Matthew Neidell, 2018. "Temperature and Human Capital in the Short and Long Run," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 5(1), pages 77-105.
    19. Melissa Dell & Benjamin F. Jones & Benjamin A. Olken, 2014. "What Do We Learn from the Weather? The New Climate-Economy Literature," Journal of Economic Literature, American Economic Association, vol. 52(3), pages 740-798, September.
    20. Huong Thu Le & Ha Trong Nguyen, 2018. "The evolution of the gender test score gap through seventh grade: new insights from Australia using unconditional quantile regression and decomposition," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 7(1), pages 1-42, December.
    21. Huong Thu Le & Ha Trong Nguyen, 2017. "Parental health and children's cognitive and noncognitive development: New evidence from the longitudinal survey of Australian children," Health Economics, John Wiley & Sons, Ltd., vol. 26(12), pages 1767-1788, December.
    22. Olivier Deschênes & Michael Greenstone, 2011. "Climate Change, Mortality, and Adaptation: Evidence from Annual Fluctuations in Weather in the US," American Economic Journal: Applied Economics, American Economic Association, vol. 3(4), pages 152-185, October.
    23. Jennifer Trudeau & Karen Smith Conway & Andrea Kutinova Menclova, 2016. "Soaking Up the Sun: The Role of Sunshine in the Production of Infant Health," American Journal of Health Economics, MIT Press, vol. 2(1), pages 1-40, Winter.
    24. T. S. Breusch & A. R. Pagan, 1980. "The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 239-253.
    25. Mark Aguiar & Erik Hurst & Loukas Karabarbounis, 2012. "Recent Developments in the Economics of Time Use," Annual Review of Economics, Annual Reviews, vol. 4(1), pages 373-397, July.
    26. Jonathan Guryan & Erik Hurst & Melissa Kearney, 2008. "Parental Education and Parental Time with Children," Journal of Economic Perspectives, American Economic Association, vol. 22(3), pages 23-46, Summer.
    27. 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.
    28. Hoyt Bleakley & Aimee Chin, 2008. "What Holds Back the Second Generation?: The Intergenerational Transmission of Language Human Capital Among Immigrants," Journal of Human Resources, University of Wisconsin Press, vol. 43(2), pages 267-298.
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    Cited by:

    1. Nguyen, Ha Trong & Connelly, Luke & Le, Huong Thu & Mitrou, Francis & Taylor, Catherine & Zubrick, Stephen, 2018. "Explaining the evolution of ethnicity differentials in academic achievements: The role of time investments," MPRA Paper 90534, University Library of Munich, Germany.

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    More about this item

    Keywords

    weather; time allocation; time-use diary; children;
    All these keywords.

    JEL classification:

    • J13 - Labor and Demographic Economics - - Demographic Economics - - - Fertility; Family Planning; Child Care; Children; Youth
    • J22 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Time Allocation and Labor Supply
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming

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