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The relevance of specification assumptions when analyzing the drivers of physical activity practice

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  • García, Jaume
  • Suárez, María José

Abstract

There is some heterogeneity in the economics literature about the determinants of physical activity practice and little evidence on the robustness of the results to the specification assumptions. Our contribution to the literature is to examine methodologically and empirically to what extent the econometric specification—the modeling of the zeros in particular—the definition of physical activity (i.e., participation, time, and frequency) and its functional form condition the conclusions. The estimates reveal substantial differences in the effects of some drivers between the specifications as well as the dimensions of physical activity. We conclude that two-equation models that separately analyze participation and time/frequency perform better than the rest, supporting theoretical models in which both variables are arguments of the objective function and account for different types of zeros. The empirical results highlight the importance of preferences and time constraints in explaining the behavior associated with physical activity decisions.

Suggested Citation

  • García, Jaume & Suárez, María José, 2023. "The relevance of specification assumptions when analyzing the drivers of physical activity practice," Economic Modelling, Elsevier, vol. 119(C).
  • Handle: RePEc:eee:ecmode:v:119:y:2023:i:c:s0264999322003649
    DOI: 10.1016/j.econmod.2022.106127
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    1. David Aristei & Luca Pieroni, 2008. "A double-hurdle approach to modelling tobacco consumption in Italy," Applied Economics, Taylor & Francis Journals, vol. 40(19), pages 2463-2476.
    2. Thibaut, Erik & Eakins, John & Vos, Steven & Scheerder, Jeroen, 2017. "Time and money expenditure in sports participation: The role of income in consuming the most practiced sports activities in Flanders," Sport Management Review, Elsevier, vol. 20(5), pages 455-467.
    3. Steven T. Yen & Andrew M. Jones, 1996. "Individual cigarette consumption and addiction: A flexible limited dependent variable approach," Health Economics, John Wiley & Sons, Ltd., vol. 5(2), pages 105-117, March.
    4. Cabane Charlotte & Lechner Michael, 2015. "Physical Activity of Adults: A Survey of Correlates, Determinants, and Effects," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 235(4-5), pages 376-402, August.
    5. Paul Downward & Joseph Riordan, 2007. "Social Interactions And The Demand For Sport: An Economic Analysis," Contemporary Economic Policy, Western Economic Association International, vol. 25(4), pages 518-537, October.
    6. Duan, Naihua, et al, 1984. "Choosing between the Sample-Selection Model and the Multi-part Model," Journal of Business & Economic Statistics, American Statistical Association, vol. 2(3), pages 283-289, July.
    7. Eberth, Barbara & Smith, Murray D., 2010. "Modelling the participation decision and duration of sporting activity in Scotland," Economic Modelling, Elsevier, vol. 27(4), pages 822-834, July.
    8. Andrew M. Jones, 2012. "health econometrics," The New Palgrave Dictionary of Economics,, Palgrave Macmillan.
    9. Amemiya, Takeshi, 1984. "Tobit models: A survey," Journal of Econometrics, Elsevier, vol. 24(1-2), pages 3-61.
    10. Jason Abrevaya, 2002. "Computing Marginal Effects In The Box-Cox Model," Econometric Reviews, Taylor & Francis Journals, vol. 21(3), pages 383-393.
    11. Madden, David, 2008. "Sample selection versus two-part models revisited: The case of female smoking and drinking," Journal of Health Economics, Elsevier, vol. 27(2), pages 300-307, March.
    12. Peter Dawson & Paul Downward, 2011. "Participation, Spectatorship and Media Coverage in Sport: Some Initial Insights," Chapters, in: Wladimir Andreff (ed.), Contemporary Issues in Sports Economics, chapter 2, Edward Elgar Publishing.
    13. Meltzer, David O. & Jena, Anupam B., 2010. "The economics of intense exercise," Journal of Health Economics, Elsevier, vol. 29(3), pages 347-352, May.
    14. Themis Kokolakakis & Fernando Lera-López & Thanos Panagouleas, 2012. "Analysis of the determinants of sports participation in Spain and England," Applied Economics, Taylor & Francis Journals, vol. 44(21), pages 2785-2798, July.
    15. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    16. Themis Kokolakakis & Fernando Lera-López & Thanos Panagouleas, 2012. "Analysis of the determinants of sports participation in Spain and England," Applied Economics, Taylor & Francis Journals, vol. 44(21), pages 2785-2798, July.
    17. Downward, Paul & Lera-Lopez, Fernando & Rasciute, Simona, 2011. "The Zero-Inflated ordered probit approach to modelling sports participation," Economic Modelling, Elsevier, vol. 28(6), pages 2469-2477.
    18. 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

    Physical activity participation; Frequency; Time; Econometric modeling;
    All these keywords.

    JEL classification:

    • Z29 - Other Special Topics - - Sports Economics - - - Other
    • C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions; Probabilities
    • C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation, Validation, and Selection

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