IDEAS home Printed from https://ideas.repec.org/a/eee/soceco/v44y2013icp27-36.html
   My bibliography  Save this article

The indirect effect of fine particulate matter on health through individuals’ life-style

Author

Listed:
  • Di Novi, Cinzia

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 2.5mm (PM2.5) 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

  • Di Novi, Cinzia, 2013. "The indirect effect of fine particulate matter on health through individuals’ life-style," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 44(C), pages 27-36.
    • Handle: RePEc:eee:soceco:v:44:y:2013:i:c:p:27-36
    DOI: 10.1016/j.socec.2013.02.002
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1053535713000127
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.socec.2013.02.002?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    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. Cropper, M L, 1981. "Measuring the Benefits from Reduced Morbidity," American Economic Review, American Economic Association, vol. 71(2), pages 235-240, May.
    3. Balia, Silvia & Jones, Andrew M., 2008. "Mortality, lifestyle and socio-economic status," Journal of Health Economics, Elsevier, vol. 27(1), pages 1-26, January.
    4. Contoyannis, Paul & Jones, Andrew M., 2004. "Socio-economic status, health and lifestyle," Journal of Health Economics, Elsevier, vol. 23(5), pages 965-995, September.
    5. Mark C. Berger & J. Paul Leigh, 1989. "Schooling, Self-Selection, and Health," Journal of Human Resources, University of Wisconsin Press, vol. 24(3), pages 433-455.
    6. 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.
    7. 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.
    8. 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.
    9. Takeda, Yasuhisa & Kawachi, Ichiro & Yamagata, Zentaro & Hashimoto, Shuji & Matsumura, Yasuhiro & Oguri, Shigenori & Okayama, Akira, 2004. "Multigenerational family structure in Japanese society: impacts on stress and health behaviors among women and men," Social Science & Medicine, Elsevier, vol. 59(1), pages 69-81, July.
    10. Lorenzo Cappellari & Stephen P. Jenkins, 2003. "Multivariate probit regression using simulated maximum likelihood," Stata Journal, StataCorp LP, vol. 3(3), pages 278-294, September.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. Jones, A. P., 1998. "Asthma and domestic air quality," Social Science & Medicine, Elsevier, vol. 47(6), pages 755-764, September.
    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. Amedeo Fossati, 2012. "The Italian Tradition in Public Finance: an Annotated Bibliography of Mauro Fasiani," DEP - series of economic working papers 1/2012, University of Genoa, Research Doctorate in Public Economics.
    2. Di Novi, Cinzia & Martini, Gianmaria & Sturaro, Caterina, 2023. "The impact of informal and formal care disruption on older adults’ psychological distress during the COVID-19 pandemic in UK," Economics & Human Biology, Elsevier, vol. 49(C).
    3. Miyeon Jung & Daegon Cho & Kwangsoo Shin, 2019. "The Impact of Particulate Matter on Outdoor Activity and Mental Health: A Matching Approach," IJERPH, MDPI, vol. 16(16), pages 1-17, August.
    4. Cinzia Novi & Rowena Jacobs & Matteo Migheli, 2020. "Smoking inequality across genders and socio-economic positions. Evidence from Italian data," Journal of Bioeconomics, Springer, vol. 22(3), pages 177-203, October.
    5. Di Novi, Cinzia & Jacobs, Rowena & Migheli, Matteo, 2018. "Smoking Inequality across Genders and Socio-economic Classes. Evidence from Longitudinal Italian Data," Department of Economics and Statistics Cognetti de Martiis. Working Papers 201802, University of Turin.
    6. Cinzia Di Novi & Lucia Leporatti & Marcello Montefiori, 2020. "Older patients and geographic barriers to pharmacy access: When nonadherence translates to an increased use of other components of health care," Health Economics, John Wiley & Sons, Ltd., vol. 29(S1), pages 97-109, October.
    7. Enrico di Bella & Luca Persico & Matteo Corsi, 2011. "A Multivariate Analysis Of The Space Syntax Output For The Definition Of Strata In Street Security Surveys," DEP - series of economic working papers 5/2011, University of Genoa, Research Doctorate in Public Economics.

    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. 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).
    2. 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.
    3. Cinzia Di Novi, 2007. "An Economic Evaluation of Life-Style and Air-pollution-related Damages: Results from the BRFSS," JEPS Working Papers 07-001, JEPS.
    4. Cinzia Di Novi & Anna Marenzi & Dino Rizzi, 2018. "Do healthcare tax credits help poor-health individuals on low incomes?," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 19(2), pages 293-307, March.
    5. Cottini Elena & Ghinetti Paolo, 2017. "Is it the Way You Live or the Job You Have? Health Effects of Lifestyles and Working Conditions," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 17(3), pages 1-20, July.
    6. Elena Cottini & Paolo Ghinetti, 2012. "Working Conditions, Lifestyles and Health," Economics Working Papers 2012-28, Department of Economics and Business Economics, Aarhus University.
    7. Anura Amarasinghe & Gerard D'Souza & Cheryl Brown & Tatiana Borisova, 2006. "A Spatial Analysis of Obesity in West Virginia," Working Papers Working Paper 2006-13, Regional Research Institute, West Virginia University.
    8. Di Novi, C. & Piacenza, M. & Robone, S. & Turati, G., 2015. "How does fiscal decentralization affect within-regional disparities in well-being? Evidence from health inequalities in Italy," Health, Econometrics and Data Group (HEDG) Working Papers 15/23, HEDG, c/o Department of Economics, University of York.
    9. Nazmi Sari, 2014. "Sports, Exercise, And Length Of Stay In Hospitals: Is There A Differential Effect For The Chronically Ill People?," Contemporary Economic Policy, Western Economic Association International, vol. 32(2), pages 247-260, April.
    10. Jane E. Ruseski & Brad R. Humphreys, 2011. "Participation in Physical Activity and Health Outcomes: Evidence from the Canadian Community Health Survey," Chapters, in: Plácido Rodríguez & Stefan Késenne & Brad R. Humphreys (ed.), The Economics of Sport, Health and Happiness, chapter 1, Edward Elgar Publishing.
    11. Kevin x.d. Huang & Hui He & Sheng-ti Hung, 2013. "Substituting Leisure for Health Expenditure: A General Equilibrium-Based Empirical Investigation," Vanderbilt University Department of Economics Working Papers 13-00020, Vanderbilt University Department of Economics.
    12. Juergen Jung, 2022. "Estimating transition probabilities between health states using US longitudinal survey data," Empirical Economics, Springer, vol. 63(2), pages 901-943, August.
    13. Kimberly-Ann Gittens-Baynes, 2022. "Understanding individual health decision-making in small developing countries a theoretical model," SN Business & Economics, Springer, vol. 2(9), pages 1-16, September.
    14. Balia, Silvia & Jones, Andrew M., 2008. "Mortality, lifestyle and socio-economic status," Journal of Health Economics, Elsevier, vol. 27(1), pages 1-26, January.
    15. Mariana Conte Grand & Vanesa D´Elia, 2008. "Self-assessed health as a key determinant of lifestyles: An application to tobacco consumption in Argentina," CEMA Working Papers: Serie Documentos de Trabajo. 375, Universidad del CEMA.
    16. Di Novi, Cinzia & Piacenza, Massimiliano & Robone, Silvana & Turati, Gilberto, 2019. "Does fiscal decentralization affect regional disparities in health? Quasi-experimental evidence from Italy," Regional Science and Urban Economics, Elsevier, vol. 78(C).
    17. Strulik, Holger, 2018. "Smoking kills: An economic theory of addiction, health deficit accumulation, and longevity," Journal of Health Economics, Elsevier, vol. 62(C), pages 1-12.
    18. Fichera, Eleonora & Sutton, Matt, 2011. "State and self investments in health," Journal of Health Economics, Elsevier, vol. 30(6), pages 1164-1173.
    19. Gianluigi Coppola, 2012. "Health, Lifestyle and Growth," AIEL Series in Labour Economics, in: Giuliana Parodi & Dario Sciulli (ed.), Social Exclusion, chapter 0, pages 17-34, Springer.
    20. STANCIOLE Anderson, 2007. "Health Insurance and Life Style Choices: Identifying the Ex Ante Moral Hazard," IRISS Working Paper Series 2007-10, IRISS at CEPS/INSTEAD.

    More about this item

    Keywords

    Health 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

    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:eee:soceco:v:44:y:2013:i:c:p:27-36. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/620175 .

    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.