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Forest Mitigates Short-Term Health Risk of Air Pollution: Evidence from China

Author

Listed:
  • Shilei Liu

    (Renmin University of China)

  • Jinlei Qi

    (Chinese Center for Disease Control and Prevention)

  • Jintao Xu

    (Peking University)

  • Yuanyuan Yi

    (Peking University)

  • Peng Yin

    (Chinese Center for Disease Control and Prevention)

  • Maigeng Zhou

    (Chinese Center for Disease Control and Prevention)

Abstract

This study assembles satellite data, individual-level death records, and air quality data to estimate forest greenness impact on air pollution and health outcomes in China. We find that forest greenness improves air quality. A 10 percentage-points increase in the seasonal average normalized difference vegetation index (NDVI) is estimated to increase the overall air quality index (AQI) by 2.6 (3.8% from its mean of 70.8). This NDVI increase predicts decreases in seasonal cardiorespiratory deaths by 1.09% (9.5 people), and in non-cardiorespiratory deaths by 0.87% (7.3 people), ceteris paribus. Also, forest greenness has a mitigating effect of reducing the mortality risk of air pollution as we find that an additional greenness of 10-percentage-point increase in NDVI contributes to a reduction in air pollution-caused mortality by 0.5 people each season. The elderly and especially the elderly males are more likely to benefit from the mitigation by forest greenness possibly because they are more frequently exposed to air pollution and the greenness. A back-of-the-envelope calculation indicates that doubling the greenness of forest would bring about a health benefit that is far beyond an order of magnitude larger than the cost of forest conservation efforts.

Suggested Citation

  • Shilei Liu & Jinlei Qi & Jintao Xu & Yuanyuan Yi & Peng Yin & Maigeng Zhou, 2024. "Forest Mitigates Short-Term Health Risk of Air Pollution: Evidence from China," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 87(8), pages 2163-2204, August.
    • Handle: RePEc:kap:enreec:v:87:y:2024:i:8:d:10.1007_s10640-024-00889-4
    DOI: 10.1007/s10640-024-00889-4
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    1. Cheng, Audrey T. & Sims, Katharine R.E. & Yi, Yuanyuan, 2023. "Economic development and conservation impacts of China's nature reserves," Journal of Environmental Economics and Management, Elsevier, vol. 121(C).
    2. Koichiro Ito & Shuang Zhang, 2020. "Willingness to Pay for Clean Air: Evidence from Air Purifier Markets in China," Journal of Political Economy, University of Chicago Press, vol. 128(5), pages 1627-1672.
    3. Martin Huber, 2014. "Identifying Causal Mechanisms (Primarily) Based On Inverse Probability Weighting," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 29(6), pages 920-943, September.
    4. Yi, Yuanyuan & Köhlin, Gunnar & Xu, Jintao, 2014. "Property rights, tenure security and forest investment incentives: evidence from China's Collective Forest Tenure Reform," Environment and Development Economics, Cambridge University Press, vol. 19(1), pages 48-73, February.
    5. Bauhoff, Sebastian & Busch, Jonah, 2020. "Does deforestation increase malaria prevalence? Evidence from satellite data and health surveys," World Development, Elsevier, vol. 127(C).
    6. Griliches, Zvi & Hausman, Jerry A., 1986. "Errors in variables in panel data," Journal of Econometrics, Elsevier, vol. 31(1), pages 93-118, February.
    7. Kenneth Y. Chay & Michael Greenstone, 2003. "The Impact of Air Pollution on Infant Mortality: Evidence from Geographic Variation in Pollution Shocks Induced by a Recession," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(3), pages 1121-1167.
    8. Yi, Yuanyuan, 2023. "Devolution of tenure rights in forestland in China: Impact on investment and forest growth," Forest Policy and Economics, Elsevier, vol. 154(C).
    9. He, Guojun & Liu, Tong & Zhou, Maigeng, 2020. "Straw burning, PM2.5, and death: Evidence from China," Journal of Development Economics, Elsevier, vol. 145(C).
    10. Mehmet Mehmetoglu, 2018. "medsem: a Stata package for statistical mediation analysis," International Journal of Computational Economics and Econometrics, Inderscience Enterprises Ltd, vol. 8(1), pages 63-78.
    11. He, Guojun & Fan, Maoyong & Zhou, Maigeng, 2016. "The effect of air pollution on mortality in China: Evidence from the 2008 Beijing Olympic Games," Journal of Environmental Economics and Management, Elsevier, vol. 79(C), pages 18-39.
    12. Currie, Janet & Neidell, Matthew & Schmieder, Johannes F., 2009. "Air pollution and infant health: Lessons from New Jersey," Journal of Health Economics, Elsevier, vol. 28(3), pages 688-703, May.
    13. Chen Yuyu & Jin Ginger Zhe & Kumar Naresh & Shi Guang, 2012. "Gaming in Air Pollution Data? Lessons from China," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 13(3), pages 1-43, December.
    14. Eleonora Gullone, 2000. "The Biophilia Hypothesis and Life in the 21st Century: Increasing Mental Health or Increasing Pathology?," Journal of Happiness Studies, Springer, vol. 1(3), pages 293-322, September.
    15. Emmanuelle Lavaine, 2015. "An Econometric Analysis of Atmospheric Pollution, Environmental Disparities and Mortality Rates," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 60(2), pages 215-242, February.
    16. Fan, Maoyong & He, Guojun & Zhou, Maigeng, 2020. "The winter choke: Coal-Fired heating, air pollution, and mortality in China," Journal of Health Economics, Elsevier, vol. 71(C).
    17. Ghanem, Dalia & Zhang, Junjie, 2014. "‘Effortless Perfection:’ Do Chinese cities manipulate air pollution data?," Journal of Environmental Economics and Management, Elsevier, vol. 68(2), pages 203-225.
    18. Zach Raff & Jason M. Walter, 2020. "Regulatory Avoidance and Spillover: The Effects of Environmental Regulation on Emissions at Coal-Fired Power Plants," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 75(3), pages 387-420, March.
    19. Rory Gibb & David W. Redding & Kai Qing Chin & Christl A. Donnelly & Tim M. Blackburn & Tim Newbold & Kate E. Jones, 2020. "Zoonotic host diversity increases in human-dominated ecosystems," Nature, Nature, vol. 584(7821), pages 398-402, August.
    20. Michael Greenstone & Guojun He & Ruixue Jia & Tong Liu, 2022. "Can Technology Solve the Principal-Agent Problem? Evidence from China's War on Air Pollution," American Economic Review: Insights, American Economic Association, vol. 4(1), pages 54-70, March.
    21. Xia, Fan & Xing, Jianwei & Xu, Jintao & Pan, Xiaochuan, 2022. "The short-term impact of air pollution on medical expenditures: Evidence from Beijing," Journal of Environmental Economics and Management, Elsevier, vol. 114(C).
    22. Xu, Jintao & Yin, Runsheng & Li, Zhou & Liu, Can, 2006. "China's ecological rehabilitation: Unprecedented efforts, dramatic impacts, and requisite policies," Ecological Economics, Elsevier, vol. 57(4), pages 595-607, June.
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