IDEAS home Printed from https://ideas.repec.org/a/eee/jeeman/v114y2022ics0095069622000523.html
   My bibliography  Save this article

The short-term impact of air pollution on medical expenditures: Evidence from Beijing

Author

Listed:
  • Xia, Fan
  • Xing, Jianwei
  • Xu, Jintao
  • Pan, Xiaochuan

Abstract

We identify the short-term effects of PM2.5 concentrations on medical costs in Beijing by analyzing two datasets: one detailing daily air quality indexes over a four-year period and the other containing individual-level records of all health care visits and medical transactions that occurred under a government insurance program that covers most city residents. We find that both higher levels of air pollution and longer-lasting pollution episodes significantly increase health care visits and medical expenditures. An analysis of multiple-day pollution episodes shows that marginal health care visits and marginal health costs start to increase as the pollution event lasts for consecutive days. Omitting the variation in the magnitude of the marginal effects of pollution exposure over the course of a pollution episode would lead to the underestimation of the total health costs of air pollution. Our findings provide empirical evidence that both the intensity and the duration of pollution episodes are critical considerations when designing policies to reduce the health costs of air pollution.

Suggested Citation

  • 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).
  • Handle: RePEc:eee:jeeman:v:114:y:2022:i:c:s0095069622000523
    DOI: 10.1016/j.jeem.2022.102680
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0095069622000523
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jeem.2022.102680?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    2. Eva Arceo & Rema Hanna & Paulina Oliva, 2016. "Does the Effect of Pollution on Infant Mortality Differ Between Developing and Developed Countries? Evidence from Mexico City," Economic Journal, Royal Economic Society, vol. 126(591), pages 257-280, March.
    3. Olivier Deschênes & Michael Greenstone & Joseph S. Shapiro, 2017. "Defensive Investments and the Demand for Air Quality: Evidence from the NOx Budget Program," American Economic Review, American Economic Association, vol. 107(10), pages 2958-2989, October.
    4. Austin M. Williams & Daniel J. Phaneuf & Meredith A. Barrett & Jason G. Su, 2019. "Short-term impact of PM 2.5 on contemporaneous asthma medication use: Behavior and the value of pollution reductions," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 116(12), pages 5246-5253, March.
    5. Chen, Siyu & Guo, Chongshan & Huang, Xinfei, 2018. "Air Pollution, Student Health, and School Absences: Evidence from China," Journal of Environmental Economics and Management, Elsevier, vol. 92(C), pages 465-497.
    6. Wolfram Schlenker & W. Reed Walker, 2016. "Airports, Air Pollution, and Contemporaneous Health," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(2), pages 768-809.
    7. Zhang, Junjie & Mu, Quan, 2018. "Air pollution and defensive expenditures: Evidence from particulate-filtering facemasks," Journal of Environmental Economics and Management, Elsevier, vol. 92(C), pages 517-536.
    8. Panle Jia Barwick & Shanjun Li & Deyu Rao & Nahim Bin Zahur, 2018. "The Healthcare Cost of Air Pollution: Evidence from the World’s Largest Payment Network," NBER Working Papers 24688, National Bureau of Economic Research, Inc.
    9. Janet Currie & Matthew Neidell, 2005. "Air Pollution and Infant Health: What Can We Learn from California's Recent Experience?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(3), pages 1003-1030.
    10. Tatyana Deryugina & Garth Heutel & Nolan H. Miller & David Molitor & Julian Reif, 2019. "The Mortality and Medical Costs of Air Pollution: Evidence from Changes in Wind Direction," American Economic Review, American Economic Association, vol. 109(12), pages 4178-4219, December.
    11. Yu, Hao, 2015. "Universal health insurance coverage for 1.3 billion people: What accounts for China's success?," Health Policy, Elsevier, vol. 119(9), pages 1145-1152.
    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. Janet Currie & Reed Walker, 2011. "Traffic Congestion and Infant Health: Evidence from E-ZPass," American Economic Journal: Applied Economics, American Economic Association, vol. 3(1), pages 65-90, January.
    14. Enrico Moretti & Matthew Neidell, 2011. "Pollution, Health, and Avoidance Behavior: Evidence from the Ports of Los Angeles," Journal of Human Resources, University of Wisconsin Press, vol. 46(1), pages 154-175.
    15. 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.
    16. Shuai Chen & Paulina Oliva & Peng Zhang, 2018. "Air Pollution and Mental Health: Evidence from China," NBER Working Papers 24686, National Bureau of Economic Research, Inc.
    17. Shihe Fu & V Brian Viard & Peng Zhang, 2021. "Air Pollution and Manufacturing Firm Productivity: Nationwide Estimates for China [Management and shocks to worker productivity]," The Economic Journal, Royal Economic Society, vol. 131(640), pages 3241-3273.
    18. Shuai Chen & Paulina Oliva & Peng Zhang, 2017. "The Effect of Air Pollution on Migration: Evidence from China," NBER Working Papers 24036, National Bureau of Economic Research, Inc.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Li, Zheng & Jin, Bohan, 2024. "A breath of fresh air: Coal power plant closures and health in China," Energy Economics, Elsevier, vol. 129(C).
    2. Harrison Fell & Melinda Sandler Morrill, 2024. "The Impact of Wind Energy on Air Pollution and Emergency Department Visits," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 87(1), pages 287-320, January.
    3. Chen, Fanglin & Zhang, Tianzi & Chen, Zhongfei, 2024. "Assessment of environmental concern for enterprise pollution reduction," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 772-786.
    4. Liu, Shasha & Kong, Dongmin & Zhang, Jian, 2024. "Air pollution-induced brain drain: Evidence from inventor mobility," International Review of Financial Analysis, Elsevier, vol. 91(C).
    5. Tingting Xie & Yong Wang & Ye Yuan, 2024. "Health Benefits from Improved Air Quality: Evidence from Pollution Regulations in China’s “ $$2{+}26$$ 2 + 26 ” Cities," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 87(5), pages 1175-1221, May.
    6. Wang, Qinyun & Wang, Xuebin & Yan, Qianhui & Zhang, Lvqing, 2024. "Heavy industry regulations, hospitalization, and medical expenditures: Evidence from micro-level medical records in a northeast Chinese city," Energy Economics, Elsevier, vol. 129(C).
    7. Xiang, Chenxi & Xie, Lunyu & Zheng, Xinye, 2024. "Can a mandate be justified by unrealized gains? Evidence from a heating energy transition program in China," Energy Policy, Elsevier, vol. 188(C).
    8. Xin Zhang & Xun Zhang & Yuehua Liu & Xintong Zhao & Xi Chen, 2023. "The morbidity costs of air pollution through the Lens of Health Spending in China," Journal of Population Economics, Springer;European Society for Population Economics, vol. 36(3), pages 1269-1292, July.
    9. Xiaojing Jia & Xin Luo, 2023. "Residents’ Health Effect of Environmental Regulations in Coal-Dependent Industries: Empirical Evidence from China’s Cement Industry," Sustainability, MDPI, vol. 15(3), pages 1-16, January.
    10. Huang, Jialin & Xing, Jianwei & Yongchen Zou, Eric, 2023. "(Re)scheduling pollution exposure: The case of surgery schedules," Journal of Public Economics, Elsevier, vol. 219(C).
    11. Roy, Suvra & Nguyen, Harvey & Visaltanachoti, Nuttawat, 2023. "Be nice to the air: Severe haze pollution and mutual fund risk," Global Finance Journal, Elsevier, vol. 58(C).
    12. Bagilet, Vincent & Zabrocki-Hallak, Léo, 2022. "Why Some Acute Health Effects of Air Pollution Could Be Inflated," I4R Discussion Paper Series 11, The Institute for Replication (I4R).
    13. Li, Jianglong & Gao, Jinfeng & Ho, Mun Sing, 2024. "Causal effect of aviation on air pollution: An instrumental variable from faraway COVID-19 restrictions in China," China Economic Review, Elsevier, vol. 84(C).
    14. Klaus Eisenack, 2023. "Why local governments set climate targets: Effects of city size and political costs," Berlin School of Economics Discussion Papers 0029, Berlin School of Economics.
    15. Li, Chenxi & Xia, Xinyue & Lin, Yixun & Wen, Hanlin, 2024. "Polluted cognition: The effect of air pollution on online purchasing behavior," Journal of Retailing and Consumer Services, Elsevier, vol. 79(C).
    16. Zheng, Xiaoting & Yang, Lin & Liu, Yumeng, 2023. "The impact of air pollution on outpatient medical service utilization and expenditure in a clean air city," Social Science & Medicine, Elsevier, vol. 338(C).
    17. Li, Jiapeng & Zuo, Xuguang & Sun, Chuanwang, 2023. "The effect of urban renewal on residential energy consumption expenditure--the example of shantytown renovation," Energy Policy, Elsevier, vol. 183(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Xin Zhang & Xun Zhang & Yuehua Liu & Xintong Zhao & Xi Chen, 2023. "The morbidity costs of air pollution through the Lens of Health Spending in China," Journal of Population Economics, Springer;European Society for Population Economics, vol. 36(3), pages 1269-1292, July.
    2. Gillingham, Kenneth & Huang, Pei, 2021. "Racial disparities in the health effects from air pollution: Evidence from ports," ZEW Discussion Papers 21-058, ZEW - Leibniz Centre for European Economic Research.
    3. Colmer, Jonathan & Lin, Dajun & Liu, Siying & Shimshack, Jay, 2021. "Why are pollution damages lower in developed countries? Insights from high-Income, high-particulate matter Hong Kong," Journal of Health Economics, Elsevier, vol. 79(C).
    4. Guidetti, Bruna & Pereda, Paula & Severnini, Edson R., 2020. "Health Shocks under Hospital Capacity Constraint: Evidence from Air Pollution in Sao Paulo, Brazil," IZA Discussion Papers 13211, Institute of Labor Economics (IZA).
    5. Liao, Liping & Du, Minzhe & Chen, Zhongfei, 2021. "Air pollution, health care use and medical costs: Evidence from China," Energy Economics, Elsevier, vol. 95(C).
    6. Ya‐Ming Liu & Chon‐Kit Ao, 2021. "Effect of air pollution on health care expenditure: Evidence from respiratory diseases," Health Economics, John Wiley & Sons, Ltd., vol. 30(4), pages 858-875, April.
    7. Bruna Morais Guidetti & Paula Carvalho Pereda, Edson Roberto Severnini, 2021. "Health Shocks under Hospital Capacity Constraints: Evidence from Air Pollution in São Paulo, Brazil," Working Papers, Department of Economics 2021_05, University of São Paulo (FEA-USP).
    8. Shihe Fu & V. Brian Viard, 2022. "A mayors perspective on tackling air pollution," Chapters, in: Charles K.Y. Leung (ed.), Handbook of Real Estate and Macroeconomics, chapter 16, pages 413-437, Edward Elgar Publishing.
    9. Austin, Wes & Carattini, Stefano & Gomez-Mahecha, John & Pesko, Michael F., 2023. "The effects of contemporaneous air pollution on COVID-19 morbidity and mortality," Journal of Environmental Economics and Management, Elsevier, vol. 119(C).
    10. Ju, Heng & Tang, Yao & Zhang, Meilan, 2024. "Air Pollution's Grip: Drug Cost and Its Heterogeneity in China," MPRA Paper 121154, University Library of Munich, Germany.
    11. Xinming Du, 2023. "Symptom or Culprit? Social Media, Air Pollution, and Violence," CESifo Working Paper Series 10296, CESifo.
    12. Felix Holub & Laura Hospido & Ulrich J. Wagner, 2020. "Urban air pollution and sick leaves: evidence from social security data," Working Papers 2041, Banco de España.
    13. A. Balietti & S. Datta & S. Veljanoska, 2022. "Air pollution and child development in India," Post-Print hal-03662124, HAL.
    14. Chen, Yulong, 2024. "Early exposure to air pollution and cognitive development later in life: Evidence from China," China Economic Review, Elsevier, vol. 83(C).
    15. Singh, Tejendra Pratap & Visaria, Sujata, 2021. "Up in the Air: Air Pollution and Crime – Evidence from India," SocArXiv hs4xj, Center for Open Science.
    16. Fu, Shihe & Viard, V. Brian & Zhang, Peng, 2022. "Trans-boundary air pollution spillovers: Physical transport and economic costs by distance," Journal of Development Economics, Elsevier, vol. 155(C).
    17. Deschenes, Olivier & Wang, Huixia & Wang, Si & Zhang, Peng, 2020. "The effect of air pollution on body weight and obesity: Evidence from China," Journal of Development Economics, Elsevier, vol. 145(C).
    18. He, Guojun & Liu, Tong & Zhou, Maigeng, 2020. "Straw burning, PM2.5, and death: Evidence from China," Journal of Development Economics, Elsevier, vol. 145(C).
    19. Ye, Hai-Jian & Huang, Zuhui & Chen, Shuai, 2023. "Air pollution and agricultural labor supply: Evidence from China," China Economic Review, Elsevier, vol. 82(C).
    20. Godzinski, Alexandre & Suarez Castillo, Milena, 2021. "Disentangling the effects of air pollutants with many instruments," Journal of Environmental Economics and Management, Elsevier, vol. 109(C).

    More about this item

    Keywords

    Air pollution; Medical costs; Heterogeneous impacts; Pollution episodes;
    All these keywords.

    JEL classification:

    • I15 - Health, Education, and Welfare - - Health - - - Health and Economic Development
    • 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

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:jeeman:v:114:y:2022:i:c:s0095069622000523. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/622870 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.