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Subjective Well-being and Environmental Quality: The Impact of Air Pollution and Green Coverage in China

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  • Yuan, Liang
  • Shin, Kongjoo
  • Managi, Shunsuke

Abstract

Rapid environmental degradation is a well-publicized issue, particularly in rapidly developing countries. This study examines the impact of air pollution and green coverage on people's subjective well-being (SWB) in China using self-reported life satisfaction (LS) from survey data combined with the city-level air quality index (AQI) and green coverage data. The results show that air pollution and green coverage are significantly negatively and positively correlated with LS, respectively. The total effect of green coverage on life satisfaction constitute of a direct effect of green space itself and indirect effects through improving air pollution and health. The implicit monetary valuations of a 1-unit reduction in the AQI and a 1% increase in green coverage according to the respondent's annual gross individual income are approximately 239–280 USD (1.7%–2.0%) and 420–444 USD (3.0%–3.2%), respectively. The results also indicate that the average benefit from a 1% change in green coverage for people with a poor subjective health evaluation is almost 2 times higher than that for their counterparts.

Suggested Citation

  • Yuan, Liang & Shin, Kongjoo & Managi, Shunsuke, 2018. "Subjective Well-being and Environmental Quality: The Impact of Air Pollution and Green Coverage in China," Ecological Economics, Elsevier, vol. 153(C), pages 124-138.
    • Handle: RePEc:eee:ecolec:v:153:y:2018:i:c:p:124-138
    DOI: 10.1016/j.ecolecon.2018.04.033
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    1. 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.
    2. Christopher Ambrey & Christopher Fleming, 2014. "Public Greenspace and Life Satisfaction in Urban Australia," Urban Studies, Urban Studies Journal Limited, vol. 51(6), pages 1290-1321, May.
    3. Welsch, Heinz, 2007. "Environmental welfare analysis: A life satisfaction approach," Ecological Economics, Elsevier, vol. 62(3-4), pages 544-551, May.
    4. Luechinger, Simon, 2010. "Life satisfaction and transboundary air pollution," Economics Letters, Elsevier, vol. 107(1), pages 4-6, April.
    5. Krekel, Christian & Kolbe, Jens & Wüstemann, Henry, 2016. "The greener, the happier? The effect of urban land use on residential well-being," Ecological Economics, Elsevier, vol. 121(C), pages 117-127.
    6. Welsch, Heinz & Ferreira, Susana, 2014. "Environment, Well-Being, and Experienced Preference," International Review of Environmental and Resource Economics, now publishers, vol. 7(3-4), pages 205-239, December.
    7. Blanchflower, David G. & Oswald, Andrew J., 2008. "Is well-being U-shaped over the life cycle?," Social Science & Medicine, Elsevier, vol. 66(8), pages 1733-1749, April.
    8. Anping Chen & Marlon Boarnet & Mark Partridge & Wenjie Wu & Guanpeng Dong, 2014. "Valuing The “Green” Amenities In A Spatial Context," Journal of Regional Science, Wiley Blackwell, vol. 54(4), pages 569-585, September.
    9. 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.
    10. 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.
    11. 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.
    12. Appleton, Simon & Song, Lina, 2008. "Life Satisfaction in Urban China: Components and Determinants," World Development, Elsevier, vol. 36(11), pages 2325-2340, November.
    13. Christopher Ambrey & Christopher Fleming, 2014. "Valuing Ecosystem Diversity in South East Queensland: A Life Satisfaction Approach," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 115(1), pages 45-65, January.
    14. Bruno S. Frey & Simon Luechinger & Alois Stutzer, 2010. "The Life Satisfaction Approach to Environmental Valuation," Annual Review of Resource Economics, Annual Reviews, vol. 2(1), pages 139-160, October.
    15. George MacKerron, 2012. "Happiness Economics From 35 000 Feet," Journal of Economic Surveys, Wiley Blackwell, vol. 26(4), pages 705-735, September.
    16. 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.
    17. van den Berg, Agnes E. & Maas, Jolanda & Verheij, Robert A. & Groenewegen, Peter P., 2010. "Green space as a buffer between stressful life events and health," Social Science & Medicine, Elsevier, vol. 70(8), pages 1203-1210, April.
    18. Matthew Manning & Christopher M. Fleming & Christopher L. Ambrey, 2016. "Life Satisfaction and Individual Willingness to Pay for Crime Reduction," Regional Studies, Taylor & Francis Journals, vol. 50(12), pages 2024-2039, December.
    19. 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.
    20. 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.
    21. 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.
    22. John F. Helliwell, 2014. "Understanding and improving the social context of well-being," Chapters, in: Timo J. Hämäläinen & Juliet Michaelson (ed.), Well-Being and Beyond, chapter 5, pages 125-143, Edward Elgar Publishing.
    23. Tsurumi, Tetsuya & Managi, Shunsuke, 2015. "Environmental value of green spaces in Japan: An application of the life satisfaction approach," Ecological Economics, Elsevier, vol. 120(C), pages 1-12.
    24. Ferreira, Susana & Akay, Alpaslan & Brereton, Finbarr & Cuñado, Juncal & Martinsson, Peter & Moro, Mirko & Ningal, Tine F., 2013. "Life satisfaction and air quality in Europe," Ecological Economics, Elsevier, vol. 88(C), pages 1-10.
    25. Christopher L. Ambrey & Christopher M. Fleming, 2012. "Valuing Australia's protected areas: A life satisfaction approach," New Zealand Economic Papers, Taylor & Francis Journals, vol. 46(3), pages 191-209, December.
    26. Asadullah, M. Niaz & Xiao, Saizi & Yeoh, Emile, 2018. "Subjective well-being in China, 2005–2010: The role of relative income, gender, and location," China Economic Review, Elsevier, vol. 48(C), pages 83-101.
    27. Bayer, Patrick & Keohane, Nathaniel & Timmins, Christopher, 2009. "Migration and hedonic valuation: The case of air quality," Journal of Environmental Economics and Management, Elsevier, vol. 58(1), pages 1-14, July.
    28. Bernard M. S. van Praag & Barbara E. Baarsma, 2005. "Using Happiness Surveys to Value Intangibles: The Case of Airport Noise," Economic Journal, Royal Economic Society, vol. 115(500), pages 224-246, January.
    29. Christopher Ambrey & Jennifer Ulichny & Christopher Fleming, 2017. "The Social Connectedness and Life Satisfaction Nexus: A Panel Data Analysis of Women in Australia," Feminist Economics, Taylor & Francis Journals, vol. 23(2), pages 1-32, April.
    30. Ambrey, Christopher L. & Fleming, Christopher M., 2014. "The causal effect of income on life satisfaction and the implications for valuing non-market goods," Economics Letters, Elsevier, vol. 123(2), pages 131-134.
    31. MacKerron, George J. & Egerton, Catrin & Gaskell, Christopher & Parpia, Aimie & Mourato, Susana, 2009. "Willingness to pay for carbon offset certification and co-benefits among (high-)flying young adults in the UK," Energy Policy, Elsevier, vol. 37(4), pages 1372-1381, April.
    32. MacKerron, George & Mourato, Susana, 2009. "Life satisfaction and air quality in London," Ecological Economics, Elsevier, vol. 68(5), pages 1441-1453, March.
    33. repec:taf:regstd:v:46:y:2012:i:3:p:191-209 is not listed on IDEAS
    34. Welsch, Heinz, 2009. "Implications of happiness research for environmental economics," Ecological Economics, Elsevier, vol. 68(11), pages 2735-2742, September.
    35. Frank Goetzke & Samia Islam, 2017. "Testing For Spatial Equilibrium Using Happiness Data," Journal of Regional Science, Wiley Blackwell, vol. 57(2), pages 199-217, March.
    36. Au, Nicole & Johnston, David W., 2014. "Self-assessed health: What does it mean and what does it hide?," Social Science & Medicine, Elsevier, vol. 121(C), pages 21-28.
    37. Brereton, Finbarr & Clinch, J. Peter & Ferreira, Susana, 2008. "Happiness, geography and the environment," Ecological Economics, Elsevier, vol. 65(2), pages 386-396, April.
    38. 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.
    39. Welsch, Heinz, 2006. "Environment and happiness: Valuation of air pollution using life satisfaction data," Ecological Economics, Elsevier, vol. 58(4), pages 801-813, July.
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