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PM 2.5 Concentrations and Subjective Well-Being: Longitudinal Evidence from Aggregated Panel Data from Chinese Provinces

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  • Pan Zhang

    (School of International and Public Affairs, Shanghai Jiao Tong University, Shanghai 200030, China
    China Institute for Urban Governance, Shanghai Jiao Tong University, Shanghai 200030, China)

  • Zhiguo Wang

    (School of Engineering, The Hong Kong University of Science and Technology, Hong Kong 999077, China
    Business School, The Hong Kong University of Science and Technology, Hong Kong 999077, China)

Abstract

Although haze pollution with PM 2.5 as the chief pollutant has become a critical threat worldwide, little research has examined the effects of PM 2.5 concentrations on subjective well-being. Based on a longitudinal aggregated panel dataset from Chinese provinces, this study investigates the effects of PM 2.5 concentrations on levels of happiness and the inequality of happiness. The results showed that high ground-level PM 2.5 concentrations decreased the average level of happiness and high PM 2.5 concentrations had stronger negative effects on the happiness of persons with high income than those with low income. In addition, PM 2.5 concentrations were also significantly negatively related to inequality of happiness in Chinese provinces. Further empirical tests showed that the negative effects of PM 2.5 concentrations on the inequality of happiness could be explained by the stronger influence of PM 2.5 concentrations on the subjective well-being of individuals with a higher initial level of happiness than those with a lower initial level of happiness. This confirms that PM 2.5 pollution can do harm to subjective well-being and reduce variations in the subjective well-being of individuals. The policy implications of controlling haze pollution and improving well-being are discussed.

Suggested Citation

  • Pan Zhang & Zhiguo Wang, 2019. "PM 2.5 Concentrations and Subjective Well-Being: Longitudinal Evidence from Aggregated Panel Data from Chinese Provinces," IJERPH, MDPI, vol. 16(7), pages 1-13, March.
  • Handle: RePEc:gam:jijerp:v:16:y:2019:i:7:p:1129-:d:218136
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    1. Frank Goetzke & Tilmann Rave, 2015. "Regional Air Quality and Happiness in Germany," International Regional Science Review, , vol. 38(4), pages 437-451, October.
    2. Welsch, Heinz, 2007. "Environmental welfare analysis: A life satisfaction approach," Ecological Economics, Elsevier, vol. 62(3-4), pages 544-551, May.
    3. Susana Ferreira & Mirko Moro, 2010. "On the Use of Subjective Well-Being Data for Environmental Valuation," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 46(3), pages 249-273, July.
    4. Robert J. MacCulloch & Rafael Di Tella & Andrew J. Oswald, 2001. "Preferences over Inflation and Unemployment: Evidence from Surveys of Happiness," American Economic Review, American Economic Association, vol. 91(1), pages 335-341, March.
    5. Long, Xianling & Ji, Xi, 2019. "Economic Growth Quality, Environmental Sustainability, and Social Welfare in China - Provincial Assessment Based on Genuine Progress Indicator (GPI)," Ecological Economics, Elsevier, vol. 159(C), pages 157-176.
    6. Zhang, Xin & Zhang, Xiaobo & Chen, Xi, 2017. "Valuing Air Quality Using Happiness Data: The Case of China," Ecological Economics, Elsevier, vol. 137(C), pages 29-36.
    7. Heinz Welsch & Jan Kühling, 2009. "Using Happiness Data For Environmental Valuation: Issues And Applications," Journal of Economic Surveys, Wiley Blackwell, vol. 23(2), pages 385-406, April.
    8. Helliwell, John F. & Huang, Haifang, 2008. "How's Your Government? International Evidence Linking Good Government and Well-Being," British Journal of Political Science, Cambridge University Press, vol. 38(4), pages 595-619, October.
    9. Levinson, Arik, 2012. "Valuing public goods using happiness data: The case of air quality," Journal of Public Economics, Elsevier, vol. 96(9-10), pages 869-880.
    10. J. Ott, 2011. "Government and Happiness in 130 Nations: Good Governance Fosters Higher Level and More Equality of Happiness," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 102(1), pages 3-22, May.
    11. Jan Ott, 2010. "Greater Happiness for a Greater Number: Some Non-controversial Options for Governments," Journal of Happiness Studies, Springer, vol. 11(5), pages 631-647, October.
    12. Ferrer-i-Carbonell, Ada & Gowdy, John M., 2007. "Environmental degradation and happiness," Ecological Economics, Elsevier, vol. 60(3), pages 509-516, January.
    13. Welsch, Heinz, 2006. "Environment and happiness: Valuation of air pollution using life satisfaction data," Ecological Economics, Elsevier, vol. 58(4), pages 801-813, July.
    14. Laffan, Kate, 2018. "Every breath you take, every move you make: Visits to the outdoors and physical activity help to explain the relationship between air pollution and subjective wellbeing," Ecological Economics, Elsevier, vol. 147(C), pages 96-113.
    15. Ruut Veenhoven, 2005. "Inequality Of Happiness in Nations," Journal of Happiness Studies, Springer, vol. 6(4), pages 351-355, December.
    16. Luechinger, Simon, 2010. "Life satisfaction and transboundary air pollution," Economics Letters, Elsevier, vol. 107(1), pages 4-6, April.
    17. Rehdanz, Katrin & Maddison, David, 2008. "Local environmental quality and life-satisfaction in Germany," Ecological Economics, Elsevier, vol. 64(4), pages 787-797, February.
    18. Ruoyu Wang & Desheng Xue & Ye Liu & Penghua Liu & Hongsheng Chen, 2018. "The Relationship between Air Pollution and Depression in China: Is Neighbourhood Social Capital Protective?," IJERPH, MDPI, vol. 15(6), pages 1-13, June.
    19. Donghwan Kim, 2018. "Cross-National Pattern of Happiness: Do Higher Education and Less Urbanization Degrade Happiness?," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 13(1), pages 21-35, March.
    20. Wim Kalmijn & Ruut Veenhoven, 2005. "Measuring Inequality of Happiness in Nations: In Search for Proper Statistics," Journal of Happiness Studies, Springer, vol. 6(4), pages 357-396, December.
    21. Menz, Tobias, 2011. "Do people habituate to air pollution? Evidence from international life satisfaction data," Ecological Economics, Elsevier, vol. 71(C), pages 211-219.
    22. 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.
    23. Ambrey, Christopher L. & Fleming, Christopher M. & Chan, Andrew Yiu-Chung, 2014. "Estimating the cost of air pollution in South East Queensland: An application of the life satisfaction non-market valuation approach," Ecological Economics, Elsevier, vol. 97(C), pages 172-181.
    24. Simon Luechinger, 2009. "Valuing Air Quality Using the Life Satisfaction Approach," Economic Journal, Royal Economic Society, vol. 119(536), pages 482-515, March.
    25. Jan Ott, 2005. "Level and Inequality of Happiness in Nations: Does Greater Happiness of a Greater Number Imply Greater Inequality in Happiness?," Journal of Happiness Studies, Springer, vol. 6(4), pages 397-420, December.
    26. Li, Zhengtao & Folmer, Henk & Xue, Jianhong, 2014. "To what extent does air pollution affect happiness? The case of the Jinchuan mining area, China," Ecological Economics, Elsevier, vol. 99(C), pages 88-99.
    27. Pan Zhang & Jiannan Wu, 2018. "Performance-Based or Politic-Related Decomposition of Environmental Targets: A Multilevel Analysis in China," Sustainability, MDPI, vol. 10(10), pages 1-16, September.
    28. MacKerron, George & Mourato, Susana, 2009. "Life satisfaction and air quality in London," Ecological Economics, Elsevier, vol. 68(5), pages 1441-1453, March.
    29. Heinz Welsch, 2002. "Preferences over Prosperity and Pollution: Environmental Valuation based on Happiness Surveys," Kyklos, Wiley Blackwell, vol. 55(4), pages 473-494, November.
    30. Juncal Cuñado & Fernando Gracia, 2013. "Environment and Happiness: New Evidence for Spain," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 112(3), pages 549-567, July.
    31. Smyth, Russell & Mishra, Vinod & Qian, Xiaolei, 2008. "The Environment and Well-Being in Urban China," Ecological Economics, Elsevier, vol. 68(1-2), pages 547-555, December.
    32. Dolan, Paul & Peasgood, Tessa & White, Mathew, 2008. "Do we really know what makes us happy A review of the economic literature on the factors associated with subjective well-being," Journal of Economic Psychology, Elsevier, vol. 29(1), pages 94-122, February.
    33. Ben Zhe Wang & Zhiming Cheng, 2017. "Environmental Perceptions, Happiness and Pro-environmental Actions in China," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 132(1), pages 357-375, May.
    34. Welsch, Heinz, 2009. "Implications of happiness research for environmental economics," Ecological Economics, Elsevier, vol. 68(11), pages 2735-2742, September.
    35. Jiawen Huang, 2019. "Income Inequality, Distributive Justice Beliefs, and Happiness in China: Evidence from a Nationwide Survey," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 142(1), pages 83-105, February.
    36. Welsch, Heinz, 2002. "Preferences over Prosperity and Pollution: Environmental Valuation Based on Happiness Surveys," Kyklos, Wiley Blackwell, vol. 55(4), pages 473-494.
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    3. Jingmei Li & Shaofei Yu & Zhihua Xu, 2023. "Does environmental pollution weaken the positive effect of government public expenditure on residents’ subjective well-being? A case study in China," Energy & Environment, , vol. 34(4), pages 927-945, June.

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