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Health Effects of Air Pollution in China

Author

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  • Wenling Liu

    (School of Management and Economics, Beijing Institute of Technology, Beijing 100081, China
    Centre for Energy and Environmental Policy Research, Beijing Institute of Technology, Beijing 100081, China
    Sustainable Development Research Institute for Economy and Society of Beijing, Beijing 100081, China
    Beijing Key Lab of Energy Economics and Environmental Management, Beijing 100081, China)

  • Ziping Xu

    (Department of Statistics, University of Michigan, Ann Arbor, MI 48109, USA
    Yuanpei College, Peking University, Beijing 100871, China)

  • Tianan Yang

    (School of Management and Economics, Beijing Institute of Technology, Beijing 100081, China
    Sustainable Development Research Institute for Economy and Society of Beijing, Beijing 100081, China)

Abstract

Background Rapid economic and social development in China has resulted in severe air pollution and consequent adverse impacts on society. The health effects of air pollution have been widely studied. Methods Using information from the China Health and Retirement Longitudinal Study (CHARLS) database, we established a hierarchical linear model combining pollution and socioeconomic and psychosocial variables to examine the effects of air pollution on public health in China. Local air pollution was characterized in multiple dimensions. Results The relationship of health to its determinants greatly differed between Eastern and Central/Western China. Higher education, higher income level, better life satisfaction, and long-term marriage were significantly associated with better health status among Chinese. In addition, regional healthcare resources were positively associated with the health of residents. As indicated by the hierarchical model with health as dependent variable, in Central/Western China, longest duration of good air quality in spring/summer was positively associated with health (estimated coefficient = 0.067, standard error = 0.026), while the mean Air Quality Index (AQI) in autumn/winter was inversely associated with health (estimated coefficient = −0.082, standard error = 0.031). Good air quality in the current study is defined as daily average AQI less than 35. Conclusions Duration (in days) of acceptable air quality was particularly important for improving public health. Future policies should target increased duration of good air quality while managing air pollution by controlling or decreasing severe air pollution.

Suggested Citation

  • Wenling Liu & Ziping Xu & Tianan Yang, 2018. "Health Effects of Air Pollution in China," IJERPH, MDPI, vol. 15(7), pages 1-15, July.
    • Handle: RePEc:gam:jijerp:v:15:y:2018:i:7:p:1471-:d:157561
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    References listed on IDEAS

    as
    1. Eva Arceo & Rema Hanna & Paulina Oliva, 2016. "Does the Effect of Pollution on Infant Mortality Differ Between Developing and Developed Countries? Evidence from Mexico City," Economic Journal, Royal Economic Society, vol. 126(591), pages 257-280, March.
    2. Dasgupta, Purnamita, 2004. "Valuing health damages from water pollution in urban Delhi, India: a health production function approach," Environment and Development Economics, Cambridge University Press, vol. 9(1), pages 83-106, February.
    3. Pautrel, Xavier, 2009. "Pollution and life expectancy: How environmental policy can promote growth," Ecological Economics, Elsevier, vol. 68(4), pages 1040-1051, February.
    4. Gallagher, Paul & Lazarus, William & Shapouri, Hosein & Conway, Roger & Bachewe, Fantu & Fischer, Amelia, 2010. "Cardiovascular disease--risk benefits of clean fuel technology and policy: A statistical analysis," Energy Policy, Elsevier, vol. 38(2), pages 1210-1222, February.
    5. X. Pautrel, 2008. "Reconsidering the Impact of the Environment on Long-run Growth when Pollution Influences Health and Agents have a Finite-lifetime," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 40(1), pages 37-52, May.
    6. Geoff Masters, 1982. "A rasch model for partial credit scoring," Psychometrika, Springer;The Psychometric Society, vol. 47(2), pages 149-174, June.
    7. Cropper, M L, 1981. "Measuring the Benefits from Reduced Morbidity," American Economic Review, American Economic Association, vol. 71(2), pages 235-240, May.
    8. Mun S. Ho & Chris P. Nielsen (ed.), 2007. "Clearing the Air: The Health and Economic Damages of Air Pollution in China," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262083582, December.
    9. Avraham Ebenstein, 2012. "The Consequences of Industrialization: Evidence from Water Pollution and Digestive Cancers in China," The Review of Economics and Statistics, MIT Press, vol. 94(1), pages 186-201, February.
    10. 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.
    11. Surender Kumar & D.N. Rao, 2001. "Valuing The Beneficts of Air Pollution Abatement Using a Health Production Function A Case Study of Panipat Thermal Power Station, India," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 20(2), pages 91-102, October.
    12. Schoolman, Ethan D. & Ma, Chunbo, 2012. "Migration, class and environmental inequality: Exposure to pollution in China's Jiangsu Province," Ecological Economics, Elsevier, vol. 75(C), pages 140-151.
    13. Gallagher, Paul & Lazarus, William & Shapouri, Hosein & Conway, Roger & Bachewe, Fantu & Fischer, Amelia, 2010. "Cardiovascular disease—risk benefits of clean fuel technology and policy: A statistical analysis," ISU General Staff Papers 201002010800001435, Iowa State University, Department of Economics.
    14. James Hammitt & Ying Zhou, 2006. "The Economic Value of Air-Pollution-Related Health Risks in China: A Contingent Valuation Study," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 33(3), pages 399-423, March.
    15. Choi, Seung W. & Gibbons, Laura E. & Crane, Paul K., 2011. "lordif: An R Package for Detecting Differential Item Functioning Using Iterative Hybrid Ordinal Logistic Regression/Item Response Theory and Monte Carlo Simulations," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 39(i08).
    16. Zhang, Xin & Zhang, Xiaobo & Chen, Xi, 2017. "Happiness in the air: How does a dirty sky affect mental health and subjective well-being?," Journal of Environmental Economics and Management, Elsevier, vol. 85(C), pages 81-94.
    17. Alberini, Anna & Cropper, Maureen & Fu, Tsu-Tan & Krupnick, Alan & Liu, Jin-Tan & Shaw, Daigee & Harrington, Winston, 1997. "Valuing Health Effects of Air Pollution in Developing Countries: The Case of Taiwan," Journal of Environmental Economics and Management, Elsevier, vol. 34(2), pages 107-126, October.
    18. Beatty, Timothy K.M. & Shimshack, Jay P., 2014. "Air pollution and children's respiratory health: A cohort analysis," Journal of Environmental Economics and Management, Elsevier, vol. 67(1), pages 39-57.
    19. Coneus, Katja & Spiess, C. Katharina, 2012. "Pollution exposure and child health: Evidence for infants and toddlers in Germany," Journal of Health Economics, Elsevier, vol. 31(1), pages 180-196.
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