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Evaluating PM2.5‐Related health costs in China—Evidence from 140 Chinese cities

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  • Zhi‐Nan Lu
  • Mingyuan Zhao
  • Yunxia Guo
  • Yu Hao

Abstract

Introduction In recent years, China's economy has grown rapidly, and the health condition of Chinese residents has significantly improved. However, this rapid economic and social development has also brought a series of environmental problems, such as serious haze pollution, of which the main contents are PM2.5 particles. The objective of this study is to quantitatively estimate the PM2.5‐related health costs in China. Methods Based on city‐level data from 140 major Chinese cities as well as the Beijing‐Tianjin‐Hebei, Yangtze River Delta, and Pearl River Delta city clusters in 2010, the value of a statistical life method based on willingness to pay was employed. Moreover, global and local Moran's I values were calculated to examine the spatial distribution of the health cost of haze pollution in China. Results In areas with heavy haze pollution or a high level of economic development, residents' health costs will also be higher. In addition, there is a spatial aggregation phenomenon in the spatial distribution of health costs in China, which is mainly in the form of “high‐high” aggregation, with high‐value cities converging with other high‐value cities. Conclusions The health cost of haze pollution in China is very considerable, and there are regional differences.

Suggested Citation

  • Zhi‐Nan Lu & Mingyuan Zhao & Yunxia Guo & Yu Hao, 2022. "Evaluating PM2.5‐Related health costs in China—Evidence from 140 Chinese cities," International Journal of Health Planning and Management, Wiley Blackwell, vol. 37(4), pages 2376-2394, July.
    • Handle: RePEc:bla:ijhplm:v:37:y:2022:i:4:p:2376-2394
    DOI: 10.1002/hpm.3478
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    1. Lelia Croitoru & Jiyoun Christina Chang & Andrew Kelly, 2020. "The Cost of Air Pollution in Lagos," World Bank Publications - Reports 33038, The World Bank Group.
    2. Anna Alberini & James R. Kahn (ed.), 2006. "Handbook on Contingent Valuation," Books, Edward Elgar Publishing, number 1893, March.
    3. Klose, Thomas, 1999. "The contingent valuation method in health care," Health Policy, Elsevier, vol. 47(2), pages 97-123, May.
    4. Richard D. Smith, 2003. "Construction of the contingent valuation market in health care:a critical assessment," Health Economics, John Wiley & Sons, Ltd., vol. 12(8), pages 609-628, August.
    5. Holub, Hans Werner & Tappeiner, Gottfried & Tappeiner, Ulrike, 1999. "Some remarks on the 'System of Integrated Environmental and Economic Accounting' of the United Nations," Ecological Economics, Elsevier, vol. 29(3), pages 329-336, June.
    6. Alistair Hunt & Julia Ferguson & Fintan Hurley & Alison Searl, 2016. "Social Costs of Morbidity Impacts of Air Pollution," OECD Environment Working Papers 99, OECD Publishing.
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    1. Jie Lv & Yingjie Zheng & Lin Li & Zhenkun Wei & Yizhang Li, 2024. "Foreign direct investment, geographic condition, and their influence on haze pollution: evidence from prefecture-level cities in China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(4), pages 8587-8605, April.

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