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The Effect of Leisure-time Physical Activity on Obesity, Diabetes, High BP and Heart Disease among Canadians: Evidence from 2000/01 to 2005/06

Author

Listed:
  • Sisira Sarma
  • Rose Anne Devlin
  • Jason Gilliland
  • Karen Campbell
  • Gregory Zaric

Abstract

Although many papers have looked at the effect of physical activity on obesity and other health outcomes, the causal nature of this relationship remains unclear. We try to fill this gap by investigating the impact of leisure-time physical activity (LTPA) and work-related physical activity (WRPA) on obesity and chronic conditions in Canadian adults aged 18-75 using instrumental variable and recursive bivariate probit approaches. Average local temperatures surrounding the respondents' interview month are used as a novel instrument to help identify the causal relationship between LTPA and health outcomes. We find that an active level of LTPA (i.e. walking greater than or equal to 1 hour/day) reduces the probability of obesity by five percentage points, which increases to eleven percentage points if also combined with some work-related physical activity. WRPA exhibits a negative effect on the probability of obesity and chronic conditions.

Suggested Citation

  • Sisira Sarma & Rose Anne Devlin & Jason Gilliland & Karen Campbell & Gregory Zaric, 2013. "The Effect of Leisure-time Physical Activity on Obesity, Diabetes, High BP and Heart Disease among Canadians: Evidence from 2000/01 to 2005/06," Working Papers 130001, Canadian Centre for Health Economics.
  • Handle: RePEc:cch:wpaper:130001
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    References listed on IDEAS

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    1. Smith, Patricia K. & Bogin, Barry & Bishai, David, 2005. "Are time preference and body mass index associated?: Evidence from the National Longitudinal Survey of Youth," Economics & Human Biology, Elsevier, vol. 3(2), pages 259-270, July.
    2. Joseph G. Altonji & Todd E. Elder & Christopher R. Taber, 2005. "Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 151-184, February.
    3. Kleibergen, Frank & Paap, Richard, 2006. "Generalized reduced rank tests using the singular value decomposition," Journal of Econometrics, Elsevier, vol. 133(1), pages 97-126, July.
    4. Maruyama, Shiko & Yin, Qing, 2012. "The opportunity cost of exercise: Do higher-earning Australians exercise longer, harder, or both?," Health Policy, Elsevier, vol. 106(2), pages 187-194.
    5. Edward C. Norton & Euna Han, 2008. "Genetic information, obesity, and labor market outcomes," Health Economics, John Wiley & Sons, Ltd., vol. 17(9), pages 1089-1104, September.
    6. Laporte, Audrey & Nauenberg, Eric & Shen, Leilei, 2008. "Aging, social capital, and health care utilization in Canada," Health Economics, Policy and Law, Cambridge University Press, vol. 3(4), pages 393-411, October.
    7. Lisa Farrell & Michael A. Shields, 2002. "Investigating the economic and demographic determinants of sporting participation in England," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 165(2), pages 335-348, June.
    8. Mireille Laroche, 2000. "Health Status and Health Services Utilization of Canada's Immigrant and Non-Immigrant Populations," Canadian Public Policy, University of Toronto Press, vol. 26(1), pages 51-75, March.
    9. Balia, Silvia & Jones, Andrew M., 2008. "Mortality, lifestyle and socio-economic status," Journal of Health Economics, Elsevier, vol. 27(1), pages 1-26, January.
    10. Brad R. Humphreys & Logan McLeod & Jane E. Ruseski, 2014. "Physical Activity And Health Outcomes: Evidence From Canada," Health Economics, John Wiley & Sons, Ltd., vol. 23(1), pages 33-54, January.
    11. Andrews,Donald W. K. & Stock,James H. (ed.), 2005. "Identification and Inference for Econometric Models," Cambridge Books, Cambridge University Press, number 9780521844413.
    12. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    13. Brown, Heather & Roberts, Jennifer, 2011. "Exercising choice: The economic determinants of physical activity behaviour of an employed population," Social Science & Medicine, Elsevier, vol. 73(3), pages 383-390, August.
    14. Contoyannis, Paul & Jones, Andrew M., 2004. "Socio-economic status, health and lifestyle," Journal of Health Economics, Elsevier, vol. 23(5), pages 965-995, September.
    15. Grossman, Michael, 2000. "The human capital model," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 7, pages 347-408, Elsevier.
    16. Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
    17. 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.
    18. Amalia Waxman, 2004. "The WHO Global Strategy on Diet, Physical Activity and Health: The controversy on sugar," Development, Palgrave Macmillan;Society for International Deveopment, vol. 47(2), pages 75-82, June.
    19. Christopher F Baum & Mark E. Schaffer & Steven Stillman, 2007. "Enhanced routines for instrumental variables/generalized method of moments estimation and testing," Stata Journal, StataCorp LP, vol. 7(4), pages 465-506, December.
    20. Freedman, David A. & Sekhon, Jasjeet S., 2010. "Endogeneity in Probit Response Models," Political Analysis, Cambridge University Press, vol. 18(2), pages 138-150, April.
    21. McDonald, James Ted & Kennedy, Steven, 2004. "Insights into the 'healthy immigrant effect': health status and health service use of immigrants to Canada," Social Science & Medicine, Elsevier, vol. 59(8), pages 1613-1627, October.
    22. Humphreys Brad R & Ruseski Jane E, 2011. "An Economic Analysis of Participation and Time Spent in Physical Activity," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 11(1), pages 1-38, August.
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    More about this item

    Keywords

    obesity; physical activity; chronic disease; probit; instrumental variable; recursive bivariate probit; canada;
    All these keywords.

    JEL classification:

    • I10 - Health, Education, and Welfare - - Health - - - General
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • J18 - Labor and Demographic Economics - - Demographic Economics - - - Public Policy
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models

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