IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/14513.html
   My bibliography  Save this paper

No Time to Lose? Time Constraints and Physical Activity

Author

Listed:
  • John Mullahy
  • Stephanie A. Robert

Abstract

Although individuals are all endowed with the same time budgets, time use patterns differ owing to heterogeneity in preferences and constraints. In today's health policy arena there is considerable discussion about how to improve health outcomes by increasing levels of physical activity. In this paper, we explore how individuals endowed with different levels of human capital allocate time to physically-demanding activities that we characterize as health-producing behaviors. Our data are drawn from multiple years of the American Time Use Survey (ATUS), which are based on daily time use diaries and include information on detailed physical activity time uses. Since ATUS time use categories are mutually exclusive and exhaustive -- i.e. "multitasking" is not accommodated -- we employ a novel econometric share equation techniques to enforce the adding-up requirement that time use is constrained to 1,440 minutes per day. We find that differential human capital endowments result in different manifestations of how time is used to produce health. While more-educated individuals, e.g., sleep much less than less-educated individuals, they utilize some of the time so liberated to exercise and work more. We find as well that various features of individuals' environments, broadly defined, play important roles in time allocation decisions.

Suggested Citation

  • John Mullahy & Stephanie A. Robert, 2008. "No Time to Lose? Time Constraints and Physical Activity," NBER Working Papers 14513, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:14513
    Note: EH
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w14513.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Jean-Marc Robin, 1993. "Econometric Analysis of the Short-run Fluctuations of Households' Purchases," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(4), pages 923-934.
    2. Meghir, Costas & Robin, Jean-Marc, 1992. "Frequency of purchase and the estimation of demand systems," Journal of Econometrics, Elsevier, vol. 53(1-3), pages 53-85.
    3. Cramer, J. S. & Ridder, G., 1991. "Pooling states in the multinomial logit model," Journal of Econometrics, Elsevier, vol. 47(2-3), pages 267-272, February.
    4. Mark Aguiar & Erik Hurst, 2008. "The Increase in Leisure Inequality," NBER Working Papers 13837, National Bureau of Economic Research, Inc.
    5. McElroy, Marjorie B, 1987. "Additive General Error Models for Production, Cost, and Derived Demand or Share Systems," Journal of Political Economy, University of Chicago Press, vol. 95(4), pages 737-757, August.
    6. 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.
    7. David M. Cutler & Edward L. Glaeser & Jesse M. Shapiro, 2003. "Why Have Americans Become More Obese?," Journal of Economic Perspectives, American Economic Association, vol. 17(3), pages 93-118, Summer.
    8. Mark Aguiar & Erik Hurst, 2007. "Measuring Trends in Leisure: The Allocation of Time Over Five Decades," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 969-1006.
    9. Cotterman, R & Peracchi, F, 1992. "Classification and Aggregation: An Application to Industrial Classification in CPS Data," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 7(1), pages 31-51, Jan.-Marc.
    10. Kooreman, Peter & Kapteyn, Arie, 1987. "A Disaggregated Analysis of the Allocation of Time within the Household," Journal of Political Economy, University of Chicago Press, vol. 95(2), pages 223-249, April.
    11. Biddle, Jeff E & Hamermesh, Daniel S, 1990. "Sleep and the Allocation of Time," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 922-943, October.
    12. Poterba, James M. & Samwick, Andrew A., 2003. "Taxation and household portfolio composition: US evidence from the 1980s and 1990s," Journal of Public Economics, Elsevier, vol. 87(1), pages 5-38, January.
    13. Wales, Terence J & Woodland, A D, 1977. "Estimation of the Allocation of Time for Work, Leisure, and Housework," Econometrica, Econometric Society, vol. 45(1), pages 115-132, January.
    14. Juster, F Thomas & Stafford, Frank P, 1991. "The Allocation of Time: Empirical Findings, Behavioral Models, and Problems of Measurement," Journal of Economic Literature, American Economic Association, vol. 29(2), pages 471-522, June.
    15. Hill, M Anne, 1983. "Female Labor Force Participation in Developing and Developed Countries-Consideration of the Informal Sector," The Review of Economics and Statistics, MIT Press, vol. 65(3), pages 459-468, August.
    16. David Crawford & Robert Pollak & Francis Vella, 1998. "Simple inference in multinomial and ordered logit," Econometric Reviews, Taylor & Francis Journals, vol. 17(3), pages 289-299.
    17. Grossman, Michael, 1972. "On the Concept of Health Capital and the Demand for Health," Journal of Political Economy, University of Chicago Press, vol. 80(2), pages 223-255, March-Apr.
    18. Yoav Benjamini & Daniel Yekutieli, 2005. "False Discovery Rate-Adjusted Multiple Confidence Intervals for Selected Parameters," Journal of the American Statistical Association, American Statistical Association, vol. 100, pages 71-81, March.
    19. Jean Kimmel & Rachel Connelly, 2007. "Mothers’ Time Choices: Caregiving, Leisure, Home Production, and Paid Work," Journal of Human Resources, University of Wisconsin Press, vol. 42(3).
    20. Tomas Philipson & Richard Posner, 2008. "Is the Obesity Epidemic a Public Health Problem? A Decade of Research on the Economics of Obesity," NBER Working Papers 14010, National Bureau of Economic Research, Inc.
    21. Papke, Leslie E & Wooldridge, Jeffrey M, 1996. "Econometric Methods for Fractional Response Variables with an Application to 401(K) Plan Participation Rates," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 619-632, Nov.-Dec..
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Gao, Ni & Ryan, Mandy & Krucien, Nicolas & Robinson, Suzanne & Norman, Richard, 2020. "Paid work, household work, or leisure? Time allocation pathways among women following a cancer diagnosis," Social Science & Medicine, Elsevier, vol. 246(C).
    2. Jorge González-Chapela, 2010. "Things that make us different: analysis of variance in the use of time," Working Papers. Serie AD 2010-18, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
    3. Lakdawalla, Darius N. & Seabury, Seth A., 2012. "The welfare effects of medical malpractice liability," International Review of Law and Economics, Elsevier, vol. 32(4), pages 356-369.
    4. Xavier Pautrel, 2012. "Pollution, Private Investment in Healthcare, and Environmental Policy," Scandinavian Journal of Economics, Wiley Blackwell, vol. 114(2), pages 334-357, June.
    5. Breinlich, H & Niemann, S & Solomon, E, 2010. "A Portrait of firm Expansion and Contraction Channels," Economics Discussion Papers 2723, University of Essex, Department of Economics.
    6. Courtemanche, Charles & Pinkston, Joshua C. & Stewart, Jay, 2021. "Time spent exercising and obesity: An application of Lewbel’s instrumental variables method," Economics & Human Biology, Elsevier, vol. 41(C).
    7. Pierre-Richard Agénor, 2015. "Public capital, health persistence and poverty traps," Journal of Economics, Springer, vol. 115(2), pages 103-131, June.
    8. Melayne M. McInnes & Judith A. Shinogle, 2011. "Physical Activity: Economic and Policy Factors," NBER Chapters, in: Economic Aspects of Obesity, pages 249-282, National Bureau of Economic Research, Inc.
    9. Mathieu-Bolh, Nathalie & Pautrel, Xavier, 2016. "Reassessing the effects of environmental taxation when pollution affects health over the life-cycle," Economic Modelling, Elsevier, vol. 52(PB), pages 310-321.
    10. Xavier Pautrel, 2009. "Health-enhancing activities and the environment:How competition for resources make the environmental policy beneficial," Working Papers hal-00423323, HAL.
    11. Yongjin Ahn & Jongho Won, 2022. "Built Environment and Outdoor Leisure Activity under the Individual Time Budgets," Sustainability, MDPI, vol. 14(18), pages 1-14, September.
    12. Breinlich, H & Niemann, S, 2011. "Channels of Firm Adjustment: Theory and Empirical Evidence," Economics Discussion Papers 2729, University of Essex, Department of Economics.
    13. Xin Xu & Robert Kaestner, 2010. "The Business Cycle and Health Behaviors," NBER Working Papers 15737, National Bureau of Economic Research, Inc.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. John Mullahy & Stephanie Robert, 2010. "No time to lose: time constraints and physical activity in the production of health," Review of Economics of the Household, Springer, vol. 8(4), pages 409-432, December.
    2. John Mullahy, 2010. "Multivariate Fractional Regression Estimation of Econometric Share Models," NBER Working Papers 16354, National Bureau of Economic Research, Inc.
    3. Juan Du & Takeshi Yagihashi, 2017. "Health capital investment and time spent on health-related activities," Review of Economics of the Household, Springer, vol. 15(4), pages 1215-1248, December.
    4. Gimenez-Nadal, J. Ignacio & Molina, Jose Alberto, 2015. "Health status and the allocation of time: Cross-country evidence from Europe," Economic Modelling, Elsevier, vol. 46(C), pages 188-203.
    5. Jorge Gonz�lez, 2015. "Estimating income elasticities of leisure activities using cross-sectional categorized data," Documentos de Trabajo dt2015-02, Facultad de Ciencias Económicas y Empresariales, Universidad de Zaragoza.
    6. González Chapela, Jorge, 2014. "Some estimates for income elasticities of leisure activities in the United States," MPRA Paper 57303, University Library of Munich, Germany.
    7. Victoria Prowse, 2009. "Estimating labour supply elasticities under rationing: a structural model of time allocation behaviour," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 42(1), pages 90-112, February.
    8. Naomi Friedman-Sokuler & Claudia Senik, 2022. "Time-Use and Subjective Well-Being: Is there a Preference for Activity Diversity?," PSE Working Papers halshs-03828272, HAL.
    9. Jara-Díaz, Sergio & Rosales-Salas, Jorge, 2017. "Beyond transport time: A review of time use modeling," Transportation Research Part A: Policy and Practice, Elsevier, vol. 97(C), pages 209-230.
    10. Ken Yamada, 2010. "Intertemporal Substitution in the Time Allocation of Married Women," Working Papers 27-2010, Singapore Management University, School of Economics.
    11. Fabrice Etilé & Marie Plessz, 2018. "Women’s employment and the decline of home cooking: Evidence from France, 1985–2010," Review of Economics of the Household, Springer, vol. 16(4), pages 939-970, December.
    12. Roy, Soumyadip & Orazem, Peter F., 2021. "Active leisure, passive leisure and health," Economics & Human Biology, Elsevier, vol. 43(C).
    13. Mullahy John, 2015. "Multivariate Fractional Regression Estimation of Econometric Share Models," Journal of Econometric Methods, De Gruyter, vol. 4(1), pages 71-100, January.
    14. repec:hal:wpspec:info:hdl:2441/8651 is not listed on IDEAS
    15. Joelle Abramowitz, 2016. "The connection between working hours and body mass index in the U.S.: a time use analysis," Review of Economics of the Household, Springer, vol. 14(1), pages 131-154, March.
    16. repec:spo:wpmain:info:hdl:2441/8642 is not listed on IDEAS
    17. repec:hal:spmain:info:hdl:2441/8651 is not listed on IDEAS
    18. Mark Aguiar & Erik Hurst, 2007. "Measuring Trends in Leisure: The Allocation of Time Over Five Decades," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 969-1006.
    19. Joni Hersch, 2009. "Home production and wages: evidence from the American Time Use Survey," Review of Economics of the Household, Springer, vol. 7(2), pages 159-178, June.
    20. Mark Aguiar & Erik Hurst, 2006. "Measuring trends in leisure," Proceedings, Federal Reserve Bank of San Francisco.
    21. Gimenez-Nadal, Jose Ignacio & Sevilla, Almudena, 2012. "Trends in time allocation: A cross-country analysis," European Economic Review, Elsevier, vol. 56(6), pages 1338-1359.
    22. repec:spo:wpecon:info:hdl:2441/8642 is not listed on IDEAS
    23. Jacob Bastian & Lance Lochner, 2022. "The Earned Income Tax Credit and Maternal Time Use: More Time Working and Less Time with Kids?," Journal of Labor Economics, University of Chicago Press, vol. 40(3), pages 573-611.
    24. Monika Engler & Stefan Staubli, 2008. "The Distribution of Leisure Time Across Countries and Over Time," University of St. Gallen Department of Economics working paper series 2008 2008-14, Department of Economics, University of St. Gallen.

    More about this item

    JEL classification:

    • I1 - Health, Education, and Welfare - - Health

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nbr:nberwo:14513. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.