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Valuing Air Quality Using Happiness Data: The Case of China

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Listed:
  • Zhang, Xin

    (Beijing Normal University)

  • Zhang, Xiaobo

    (Peking University)

  • Chen, Xi

    (Yale University)

Abstract

This paper estimates the monetary value of cutting PM2.5, a dominant source of air pollution in China. By matching hedonic happiness in a nationally representative survey with daily air quality data according to exact dates and locations of interviews in China, we are able to estimate the relationship between local concentration of particulate matter and individual happiness. By holding happiness constant, we calculate the tradeoff between the reduction in particulate matter and income, essentially a happiness-based measure of willingness-to-pay for mitigating air pollution. We find that people on average are willing to pay ¥539 ($88, or 3.8% of annual household per capita income) for a 1 ?g/m3 reduction in PM2.5 per year per person.

Suggested Citation

  • Zhang, Xin & Zhang, Xiaobo & Chen, Xi, 2016. "Valuing Air Quality Using Happiness Data: The Case of China," IZA Discussion Papers 10028, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp10028
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    1. Michael Greenstone & Rema Hanna, 2014. "Environmental Regulations, Air and Water Pollution, and Infant Mortality in India," American Economic Review, American Economic Association, vol. 104(10), pages 3038-3072, October.
    2. Welsch, Heinz, 2007. "Environmental welfare analysis: A life satisfaction approach," Ecological Economics, Elsevier, vol. 62(3-4), pages 544-551, May.
    3. Angus Deaton & Arthur A. Stone, 2013. "Two Happiness Puzzles," American Economic Review, American Economic Association, vol. 103(3), pages 591-597, May.
      • Arthur A. Stone & Angus Deaton, 2013. "Two happiness puzzles," Working Papers 2013-3, Princeton University, Woodrow Wilson School of Public and International Affairs, Center for Health and Wellbeing..
    4. Avraham Ebenstein & Victor Lavy & Sefi Roth, 2016. "The Long-Run Economic Consequences of High-Stakes Examinations: Evidence from Transitory Variation in Pollution," American Economic Journal: Applied Economics, American Economic Association, vol. 8(4), pages 36-65, October.
    5. Alberini, Anna & Krupnick, Alan, 1998. "Air Quality and Episodes of Acute Respiratory Illness in Taiwan Cities: Evidence from Survey Data," Journal of Urban Economics, Elsevier, vol. 44(1), pages 68-92, July.
    6. Wang, Hua & Shi, Yuyan & Kim, Yoonhee & Kamata, Takuya, 2013. "Valuing water quality improvement in China: A case study of Lake Puzhehei in Yunnan Province," Ecological Economics, Elsevier, vol. 94(C), pages 56-65.
    7. Zhang, Xin & Zhang, Xiaobo & Chen, Xi, 2015. "Happiness in the Air: How Does a Dirty Sky Affect Subjective Well-being?," IZA Discussion Papers 9312, Institute of Labor Economics (IZA).
    8. 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.
    9. Janet Currie & Joshua Graff Zivin & Jamie Mullins & Matthew Neidell, 2014. "What Do We Know About Short- and Long-Term Effects of Early-Life Exposure to Pollution?," Annual Review of Resource Economics, Annual Reviews, vol. 6(1), pages 217-247, October.
    10. Kenneth Y. Chay & Michael Greenstone, 2005. "Does Air Quality Matter? Evidence from the Housing Market," Journal of Political Economy, University of Chicago Press, vol. 113(2), pages 376-424, April.
    11. Prashant Bharadwaj & Matthew Gibson & Joshua Graff Zivin & Christopher Neilson, 2017. "Gray Matters: Fetal Pollution Exposure and Human Capital Formation," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 4(2), pages 505-542.
    12. John Knight & Ramani Gunatilaka, 2011. "Does Economic Growth Raise Happiness in China?," Oxford Development Studies, Taylor & Francis Journals, vol. 39(1), pages 1-24.
    13. Tanaka, Shinsuke, 2015. "Environmental regulations on air pollution in China and their impact on infant mortality," Journal of Health Economics, Elsevier, vol. 42(C), pages 90-103.
    14. Welsch, Heinz, 2006. "Environment and happiness: Valuation of air pollution using life satisfaction data," Ecological Economics, Elsevier, vol. 58(4), pages 801-813, July.
    15. Luechinger, Simon, 2010. "Life satisfaction and transboundary air pollution," Economics Letters, Elsevier, vol. 107(1), pages 4-6, April.
    16. Kwak, Seung-Jun & Yoo, Seung-Hoon & Kim, Tai-Yoo, 2001. "A constructive approach to air-quality valuation in Korea," Ecological Economics, Elsevier, vol. 38(3), pages 327-344, September.
    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. Tom Chang & Joshua Graff Zivin & Tal Gross & Matthew Neidell, 2016. "Particulate Pollution and the Productivity of Pear Packers," American Economic Journal: Economic Policy, American Economic Association, vol. 8(3), pages 141-169, August.
    19. Sun, Chuanwang & Yuan, Xiang & Yao, Xin, 2016. "Social acceptance towards the air pollution in China: Evidence from public's willingness to pay for smog mitigation," Energy Policy, Elsevier, vol. 92(C), pages 313-324.
    20. Menz, Tobias, 2011. "Do people habituate to air pollution? Evidence from international life satisfaction data," Ecological Economics, Elsevier, vol. 71(C), pages 211-219.
    21. Marcotte, Dave E., 2016. "Something in the Air? Pollution, Allergens and Children's Cognitive Functioning," IZA Discussion Papers 9689, Institute of Labor Economics (IZA).
    22. Smith, V Kerry & Huang, Ju-Chin, 1995. "Can Markets Value Air Quality? A Meta-analysis of Hedonic Property Value Models," Journal of Political Economy, University of Chicago Press, vol. 103(1), pages 209-227, February.
    23. Michael Greenstone & B. Kelsey Jack, 2015. "Envirodevonomics: A Research Agenda for an Emerging Field," Journal of Economic Literature, American Economic Association, vol. 53(1), pages 5-42, March.
    24. KNIGHT, John & SONG, Lina & GUNATILAKA, Ramani, 2009. "Subjective well-being and its determinants in rural China," China Economic Review, Elsevier, vol. 20(4), pages 635-649, December.
    25. 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.
    26. Lavy, Victor & Ebenstein, Avraham & Roth, Sefi, 2014. "The Impact of Short Term Exposure to Ambient Air Pollution on Cognitive Performance and Human Capital Formation," CEPR Discussion Papers 10302, C.E.P.R. Discussion Papers.
    27. Sudip Chattopadhyay, 1999. "Estimating the Demand for Air Quality: New Evidence Based on the Chicago Housing Market," Land Economics, University of Wisconsin Press, vol. 75(1), pages 22-38.
    28. Simon Luechinger, 2009. "Valuing Air Quality Using the Life Satisfaction Approach," Economic Journal, Royal Economic Society, vol. 119(536), pages 482-515, March.
    29. Ziebarth, N. R. & Schmitt, M. & Karlsson, M., 2013. "The short-term population health effects of weather and pollution: implications of climate change," Health, Econometrics and Data Group (HEDG) Working Papers 13/34, HEDG, c/o Department of Economics, University of York.
    30. 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.
    31. 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.
    32. 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.
    33. MacKerron, George & Mourato, Susana, 2009. "Life satisfaction and air quality in London," Ecological Economics, Elsevier, vol. 68(5), pages 1441-1453, March.
    34. John Knight & Ramani Gunatilaka, 2010. "The Rural-Urban Divide in China: Income but Not Happiness?," Journal of Development Studies, Taylor & Francis Journals, vol. 46(3), pages 506-534.
    35. Menz, Tobias & Welsch, Heinz, 2010. "Population aging and environmental preferences in OECD countries: The case of air pollution," Ecological Economics, Elsevier, vol. 69(12), pages 2582-2589, October.
    36. Michael Greenstone & B. Kelsey Jack, 2013. "Envirodevonomics: A Research Agenda for a Young Field," NBER Working Papers 19426, National Bureau of Economic Research, Inc.
    37. Zhai, Guofang & Suzuki, Takeshi, 2008. "Public willingness to pay for environmental management, risk reduction and economic development: Evidence from Tianjin, China," China Economic Review, Elsevier, vol. 19(4), pages 551-566, December.
    38. Yusuf, Arief Anshory & Resosudarmo, Budy P., 2009. "Does clean air matter in developing countries' megacities? A hedonic price analysis of the Jakarta housing market, Indonesia," Ecological Economics, Elsevier, vol. 68(5), pages 1398-1407, March.
    39. Jiaxiu He & Haoming Liu & Alberto Salvo, 2019. "Severe Air Pollution and Labor Productivity: Evidence from Industrial Towns in China," American Economic Journal: Applied Economics, American Economic Association, vol. 11(1), pages 173-201, January.
    40. Easterlin, Richard A. & Morgan, Robson & Switek, Maggie & Wang, Fei, 2013. "China's Life Satisfaction, 1990-2010," IZA Discussion Papers 7196, Institute of Labor Economics (IZA).
    41. Wang, Hua & Xie, Jian & Li, Honglin, 2010. "Water pricing with household surveys: A study of acceptability and willingness to pay in Chongqing, China," China Economic Review, Elsevier, vol. 21(1), pages 136-149, March.
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    More about this item

    Keywords

    air pollution; hedonic happiness; willingness to pay; China;
    All these keywords.

    JEL classification:

    • Q51 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Valuation of Environmental Effects
    • Q53 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Air Pollution; Water Pollution; Noise; Hazardous Waste; Solid Waste; Recycling
    • I31 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - General Welfare, Well-Being

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