IDEAS home Printed from https://ideas.repec.org/p/ucd/wpaper/201819.html
   My bibliography  Save this paper

Air pollution and health - A provincial level analysis of China

Author

Listed:
  • Wei Zheng

    (School of Economics and Development, Wuhan University, China; School of Politics and International Relations, University College Dublin, Dublin, Ireland)

  • Patrick Paul Walsh

    (School of Politics and International Relations, University College Dublin, Dublin, Ireland)

Abstract

During the past 30 years, China has experienced high growth, and its economic expansion has been one of the strongest in world history. The rapid economic growth has accompanied by rapid increases in energy consumption, which has led to considerable air pollution and significantly affected mortality rate. In this study, Grossman Health Function was applied together with satellite-retrieved PM2.5 pollution data to estimate mortality rate caused by PM2.5 from 2001 to 2012. The results show some new evidence of the impact of sociological, economic and environmental factors on mortality rate of the population of China using the fixed effect (FE) and system generalized method of moments (GMM-sys) estimation methods. The PM2.5 has long-term positive significant effects on mortality. China is now experiencing a substantial mortality burden associated with current air pollution. Health care system and people’s education level are important in lowering mortality.

Suggested Citation

  • Wei Zheng & Patrick Paul Walsh, 2018. "Air pollution and health - A provincial level analysis of China," Working Papers 201819, Geary Institute, University College Dublin.
  • Handle: RePEc:ucd:wpaper:201819
    as

    Download full text from publisher

    File URL: http://www.ucd.ie/geary/static/publications/workingpapers/gearywp201819.pdf
    File Function: First version, 2018
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Soobader, Mah-Jabeen & LeClere, Felicia B., 1999. "Aggregation and the measurement of income inequality: effects on morbidity," Social Science & Medicine, Elsevier, vol. 48(6), pages 733-744, March.
    2. Shi, Anqing, 2003. "The impact of population pressure on global carbon dioxide emissions, 1975-1996: evidence from pooled cross-country data," Ecological Economics, Elsevier, vol. 44(1), pages 29-42, February.
    3. Gerking, Shelby & Stanley, Linda R, 1986. "An Economic Analysis of Air Pollution and Health: The Case of St. Louis," The Review of Economics and Statistics, MIT Press, vol. 68(1), pages 115-121, February.
    4. Lopez, Russ, 2004. "Income inequality and self-rated health in US metropolitan areas: A multi-level analysis," Social Science & Medicine, Elsevier, vol. 59(12), pages 2409-2419, December.
    5. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    6. Cropper, M L, 1981. "Measuring the Benefits from Reduced Morbidity," American Economic Review, American Economic Association, vol. 71(2), pages 235-240, May.
    7. Wilkinson, Richard G & Pickett, Kate E., 2006. "Income inequality and population health: A review and explanation of the evidence," Social Science & Medicine, Elsevier, vol. 62(7), pages 1768-1784, April.
    8. Yu, Hao, 2015. "Universal health insurance coverage for 1.3 billion people: What accounts for China's success?," Health Policy, Elsevier, vol. 119(9), pages 1145-1152.
    9. Picone, Gabriel & Uribe, Martin & Mark Wilson, R., 1998. "The effect of uncertainty on the demand for medical care, health capital and wealth," Journal of Health Economics, Elsevier, vol. 17(2), pages 171-185, April.
    10. Dustmann, Christian & Windmeijer, Frank, 2000. "Wages and the Demand for Health - A Life Cycle Analysis," IZA Discussion Papers 171, Institute of Labor Economics (IZA).
    11. Dardanoni, Valentino & Wagstaff, Adam, 1990. "Uncertainty and the demand for medical care," Journal of Health Economics, Elsevier, vol. 9(1), pages 23-38, June.
    12. Jersey Liang & John F. McCarthy & Arvind Jain & Neal Krause & Joan M. Bennett & Shengzu Gu, 2000. "Socioeconomic Gradient in Old Age Mortality in Wuhan, China," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 55(4), pages 222-233.
    13. Harrington, Winston & Portney, Paul R., 1987. "Valuing the benefits of health and safety regulation," Journal of Urban Economics, Elsevier, vol. 22(1), pages 101-112, July.
    14. 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.
    15. Montez, J.K. & Zajacova, A., 2013. "Trends in mortality risk by education level and cause of death among US White Women from 1986 to 2006," American Journal of Public Health, American Public Health Association, vol. 103(3), pages 473-479.
    16. Richard Auster & Irving Leveson & Deborah Sarachek, 1969. "The Production of Health, an Exploratory Study," Journal of Human Resources, University of Wisconsin Press, vol. 4(4), pages 411-436.
    17. Wong, Kar-yiu & Yip, Chong K, 1999. "Industrialization, Economic Growth, and International Trade," Review of International Economics, Wiley Blackwell, vol. 7(3), pages 522-540, August.
    18. Mustard, Cameron A. & Derksen, Shelley & Berthelot, Jean-marie & Wolfson, Michael & Roos, Leslie L., 1997. "Age-specific education and income gradients in morbidity and mortality in a Canadian province," Social Science & Medicine, Elsevier, vol. 45(3), pages 383-397, August.
    19. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 653-670, November.
    20. Qiang Zhang & Xujia Jiang & Dan Tong & Steven J. Davis & Hongyan Zhao & Guannan Geng & Tong Feng & Bo Zheng & Zifeng Lu & David G. Streets & Ruijing Ni & Michael Brauer & Aaron van Donkelaar & Randall, 2017. "Transboundary health impacts of transported global air pollution and international trade," Nature, Nature, vol. 543(7647), pages 705-709, March.
    21. Winfried Pohlmeier & Volker Ulrich, 1995. "An Econometric Model of the Two-Part Decisionmaking Process in the Demand for Health Care," Journal of Human Resources, University of Wisconsin Press, vol. 30(2), pages 339-361.
    22. Easterlin, Richard A., 1999. "How beneficent is the market? A look at the modern history of mortality," European Review of Economic History, Cambridge University Press, vol. 3(3), pages 257-294, December.
    23. Gerdtham, Ulf-G. & Johannesson, Magnus, 1999. "New estimates of the demand for health: results based on a categorical health measure and Swedish micro data," Social Science & Medicine, Elsevier, vol. 49(10), pages 1325-1332, November.
    24. Liljas, Bengt, 1998. "The demand for health with uncertainty and insurance," Journal of Health Economics, Elsevier, vol. 17(2), pages 153-170, April.
    25. Rosenzweig, Mark R & Schultz, T Paul, 1982. "Market Opportunities, Genetic Endowments, and Intrafamily Resource Distribution: Child Survival in Rural India," American Economic Review, American Economic Association, vol. 72(4), pages 803-815, September.
    26. Peter Pedroni, 2001. "Purchasing Power Parity Tests In Cointegrated Panels," The Review of Economics and Statistics, MIT Press, vol. 83(4), pages 727-731, November.
    27. repec:bla:obuest:v:61:y:1999:i:0:p:653-70 is not listed on IDEAS
    28. Robert Evans & Alan Maynard & Alexander Preker & Uwe Reinhardt, 1994. "Health care reform," Health Economics, John Wiley & Sons, Ltd., vol. 3(6), pages 359-359, November.
    29. Blakely, Tony A. & Lochner, Kimberly & Kawachi, Ichiro, 2002. "Metropolitan area income inequality and self-rated health--a multi-level study," Social Science & Medicine, Elsevier, vol. 54(1), pages 65-77, January.
    30. Shkolnikov, Vladimir M. & Leon, David A. & Adamets, Sergey & Eugeniy Andreev & Deev, Alexander, 1998. "Educational level and adult mortality in Russia: An analysis of routine data 1979 to 1994," Social Science & Medicine, Elsevier, vol. 47(3), pages 357-369, August.
    31. Subramanian, S. V. & Kawachi, Ichiro & Kennedy, Bruce P., 2001. "Does the state you live in make a difference? Multilevel analysis of self-rated health in the US," Social Science & Medicine, Elsevier, vol. 53(1), pages 9-19, July.
    32. Portney, Paul R. & Mullahy, John, 1990. "Urban air quality and chronic respiratory disease," Regional Science and Urban Economics, Elsevier, vol. 20(3), pages 407-418, November.
    33. Coburn, David, 2000. "Income inequality, social cohesion and the health status of populations: the role of neo-liberalism," Social Science & Medicine, Elsevier, vol. 51(1), pages 135-146, July.
    Full references (including those not matched with items on IDEAS)

    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, 2007. "An Economic Evaluation of Life-Style and Air-pollution-related Damages: Results from the BRFSS," JEPS Working Papers 07-001, JEPS.
    2. Herzer, Dierk & Nunnenkamp, Peter, 2015. "Income inequality and health: Evidence from developed and developing countries," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 9, pages 1-56.
    3. Christian Dustmann & Frank Windmeijer, 2000. "Wages and the demand for health - a life cycle analysis," IFS Working Papers W99/20, Institute for Fiscal Studies.
    4. Harris, Matthew & Kohn, Jennifer, 2015. "Reference dependent utility from health and the demand for medical care," MPRA Paper 61926, University Library of Munich, Germany.
    5. Nicole Grunewald & Inmaculada Martínez-Zarzoso, 2014. "Green Growth in Mexico, Brazil and Chile: Policy strategies and future prospects," Ibero America Institute for Econ. Research (IAI) Discussion Papers 229, Ibero-America Institute for Economic Research.
    6. Michael Grossman, 1999. "The Human Capital Model of the Demand for Health," NBER Working Papers 7078, National Bureau of Economic Research, Inc.
    7. Felipa de Mello-Sampayo & Sofia de Sousa-Vale, 2014. "Financing Health Care Expenditure in the OECD Countries: Evidence from a Heterogeneous, Cross-Sectional Dependent Panel," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 61(2), pages 207-225, March.
    8. Leslie Richardson & John B. Loomis & Patricia A. Champ, 2013. "Valuing Morbidity from Wildfire Smoke Exposure: A Comparison of Revealed and Stated Preference Techniques," Land Economics, University of Wisconsin Press, vol. 89(1), pages 76-100.
    9. Bolin, Kristian & Lindgren, Björn, 2014. "Non-monotonic health behaviours - implications for individual health-related behaviour in a demand-for-health framework," Working Papers in Economics 588, University of Gothenburg, Department of Economics.
    10. Felipa de Mello-Sampayo & Sofia de Sousa-Vale, 2014. "Financing Health Care Expenditure in the OECD Countries: Evidence from a Heterogeneous, Cross-Sectional Dependent Panel," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 61(2), pages 207-225.
    11. Zheng, Hui, 2009. "Rising U.S. income inequality, gender and individual self-rated health, 1972-2004," Social Science & Medicine, Elsevier, vol. 69(9), pages 1333-1342, November.
    12. Rostila, Mikael & Kölegård, Maria L. & Fritzell, Johan, 2012. "Income inequality and self-rated health in Stockholm, Sweden: A test of the ‘income inequality hypothesis’ on two levels of aggregation," Social Science & Medicine, Elsevier, vol. 74(7), pages 1091-1098.
    13. Qu, Weihua & Qu, Guohua & Zhang, Xindong & Robert, Dixon, 2021. "The impact of public participation in environmental behavior on haze pollution and public health in China," Economic Modelling, Elsevier, vol. 98(C), pages 319-335.
    14. Lukas, Daniel, 2010. "Patient autonomy and education in specific medical knowledge," Dresden Discussion Paper Series in Economics 07/10, Technische Universität Dresden, Faculty of Business and Economics, Department of Economics.
    15. Kuchler, Fred & Golan, Elise H., 1999. "Assigning Values To Life: Comparing Methods For Valuing Health Risks," Agricultural Economic Reports 34037, United States Department of Agriculture, Economic Research Service.
    16. Sidorenko, Alexandra, 2001. "Stochastic Model of Demand for Medical Care with Endogenous Labour Supply and Health Insurance," Departmental Working Papers 2001-08, The Australian National University, Arndt-Corden Department of Economics.
    17. Bolin, Kristian & Jacobson, Lena & Lindgren, Bjorn, 2002. "Employer investments in employee health: Implications for the family as health producer," Journal of Health Economics, Elsevier, vol. 21(4), pages 563-583, July.
    18. Jacobson, Lena, 2000. "The family as producer of health -- an extended grossman model," Journal of Health Economics, Elsevier, vol. 19(5), pages 611-637, September.
    19. Bolin, Kristian & Lindgren, Björn, 2016. "Non-monotonic health behaviours – implications for individual health-related behaviour in a demand-for-health framework," Journal of Health Economics, Elsevier, vol. 50(C), pages 9-26.
    20. Zhiming Yang & Zhen Wang & Xiao-Chen Yuan & Yu Qi & Yunquan Zhang & Weiqing Wang & Fanglin He & Jing Li, 2022. "Does income inequality aggravate the impacts of air pollution on physical health? Evidence from China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(2), pages 2120-2144, February.

    More about this item

    Keywords

    PM2.5; Mortality rate; Temperature;
    All these keywords.

    JEL classification:

    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:ucd:wpaper:201819. 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: Geary Tech (email available below). General contact details of provider: https://edirc.repec.org/data/geucdie.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.