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Quality and Reputation: The Indirect Effect of Fine Particulate Matter on Health through Individuals' Life-style

Author

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  • Cinzia Di Novi

    (DISCE, Università Cattolica)

Abstract

Limited literature has been published on the association between environmental health indicators, life-style habits and ambient air pollution. We have examined the association of asthma prevalence and the amount of health investment with daily mean concentrations of particulate matter (PM) with a mass median aerodynamic diameter less than 2.5 mm (PM 2.5 ) in 16 metropolitan areas in U.S. using the Behavioral Risk Factor Surveillance System (2001) data in conjunction with the Air Quality System data collected by the Environmental Protection Agency. A multivariate probit approach has been used to estimate recursive systems of equations for environmental health outcome and life-styles. A piecewise linear relationship has been postulated to describe the association between health outcome, health investment and pollution. We have assumed one change point at AQI value of 100 which corresponds to the US national air quality standard. The most interesting result concerns the influence of pollution on health-improving life-style choices: below a specified threshold concentration (AQI=100) a positive linear association exists between exposure to PM2.5 and health investments; above the threshold the association becomes negative. Hence, only if ambient pollution is in the `satisfactory range' (AQI level at or below 100), individuals will have incentive to invest in health.

Suggested Citation

  • Cinzia Di Novi, 2011. "Quality and Reputation: The Indirect Effect of Fine Particulate Matter on Health through Individuals' Life-style," DISCE - Quaderni dell'Istituto di Economia dell'Impresa e del Lavoro ieil0062, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    • Handle: RePEc:ctc:serie4:ieil0062
    as

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    File URL: http://www.unicatt.it/Istituti/EconomiaImpresaLavoro/Quaderni/ieil0062.pdf
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    References listed on IDEAS

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    1. Burkhauser, Richard V. & Cawley, John & Schmeiser, Maximilian D., 2009. "The timing of the rise in U.S. obesity varies with measure of fatness," Economics & Human Biology, Elsevier, vol. 7(3), pages 307-318, December.
    2. Erbsland, Manfred & Ried, Walter & Ulrich, Volker, 1994. "Health, health care, and the environment: econometric evidence from German micro data," ZEW Discussion Papers 94-16, ZEW - Leibniz Centre for European Economic Research.
    3. Cropper, M L, 1981. "Measuring the Benefits from Reduced Morbidity," American Economic Review, American Economic Association, vol. 71(2), pages 235-240, May.
    4. Neidell, Matthew J., 2004. "Air pollution, health, and socio-economic status: the effect of outdoor air quality on childhood asthma," Journal of Health Economics, Elsevier, vol. 23(6), pages 1209-1236, November.
    5. Balia, Silvia & Jones, Andrew M., 2008. "Mortality, lifestyle and socio-economic status," Journal of Health Economics, Elsevier, vol. 27(1), pages 1-26, January.
    6. 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.
    7. Contoyannis, Paul & Jones, Andrew M., 2004. "Socio-economic status, health and lifestyle," Journal of Health Economics, Elsevier, vol. 23(5), pages 965-995, September.
    8. Cinzia Di Novi, 2010. "The influence of traffic‐related pollution on individuals' life‐style: results from the BRFSS," Health Economics, John Wiley & Sons, Ltd., vol. 19(11), pages 1318-1344, November.
    9. John Mullahy, 1999. "It'll only hurt a second? Microeconomic determinants of who gets flu shots," Health Economics, John Wiley & Sons, Ltd., vol. 8(1), pages 9-24, February.
    10. Espinosa, Javier & Evans, William N., 2008. "Heightened mortality after the death of a spouse: Marriage protection or marriage selection?," Journal of Health Economics, Elsevier, vol. 27(5), pages 1326-1342, September.
    11. Cropper, Maureen L & Oates, Wallace E, 1992. "Environmental Economics: A Survey," Journal of Economic Literature, American Economic Association, vol. 30(2), pages 675-740, June.
    12. Lorenzo Cappellari & Stephen P. Jenkins, 2003. "Multivariate probit regression using simulated maximum likelihood," Stata Journal, StataCorp LP, vol. 3(3), pages 278-294, September.
    13. Jones, A. P., 1998. "Asthma and domestic air quality," Social Science & Medicine, Elsevier, vol. 47(6), pages 755-764, September.
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    More about this item

    Keywords

    qhealth production; multivariate probit; spline; life-style; fine particulate; asthma.;
    All these keywords.

    JEL classification:

    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • C31 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models; Quantile Regressions; Social Interaction Models
    • D13 - Microeconomics - - Household Behavior - - - Household Production and Intrahouse Allocation
    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty
    • Q25 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation - - - Water

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