IDEAS home Printed from https://ideas.repec.org/a/nat/natsus/v6y2023i4d10.1038_s41893-022-01032-1.html
   My bibliography  Save this article

Urbanites’ mental health undermined by air pollution

Author

Listed:
  • Zhi Cao

    (Sichuan University
    Baidu Research)

  • Jingbo Zhou

    (Baidu Research)

  • Meng Li

    (University of Houston)

  • Jizhou Huang

    (Baidu Inc.)

  • Dejing Dou

    (Baidu Research)

Abstract

The rising mental health difficulties of the urban population in developing countries may be attributed to the high levels of air pollution. However, nationwide large-scale empirical works that examine this claim are rare. In this study, we construct a daily mental health metric using the volume of mental-health-related queries on the largest search engine in China, Baidu, to test this hypothesis. We find that air pollution causally undermines people’s mental health and that this impact becomes stronger as the duration of exposure to air pollution increases. Heterogeneity analyses reveal that men, middle-aged people and married people are more vulnerable to the impact of air pollution on mental health. More importantly, the results also demonstrate that the cumulative effects of air pollution on mental health are smaller for people living in cities with a higher gross domestic product per capita, more health resources, larger areas of green land and more sports facilities. Finally, we estimate that with a one-standard-deviation increase of fine particulate matter (26.3 μg m−3), the number of people who suffer from mental health problems in China increases by approximately 1.15 million. Our findings provide quantitative evidence for the benefits of reducing air pollution to promote mental health and well-being.

Suggested Citation

  • Zhi Cao & Jingbo Zhou & Meng Li & Jizhou Huang & Dejing Dou, 2023. "Urbanites’ mental health undermined by air pollution," Nature Sustainability, Nature, vol. 6(4), pages 470-478, April.
  • Handle: RePEc:nat:natsus:v:6:y:2023:i:4:d:10.1038_s41893-022-01032-1
    DOI: 10.1038/s41893-022-01032-1
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41893-022-01032-1
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1038/s41893-022-01032-1?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. 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.
    2. Brodeur, Abel & Clark, Andrew E. & Fleche, Sarah & Powdthavee, Nattavudh, 2021. "COVID-19, lockdowns and well-being: Evidence from Google Trends," Journal of Public Economics, Elsevier, vol. 193(C).
    3. Matthew Neidell, 2009. "Information, Avoidance Behavior, and Health: The Effect of Ozone on Asthma Hospitalizations," Journal of Human Resources, University of Wisconsin Press, vol. 44(2).
    4. Siqi Zheng & Jianghao Wang & Cong Sun & Xiaonan Zhang & Matthew E. Kahn, 2019. "Air pollution lowers Chinese urbanites’ expressed happiness on social media," Nature Human Behaviour, Nature, vol. 3(3), pages 237-243, March.
    5. Qiang Zhang & Xujia Jiang & Dan Tong & Steven J. Davis & Hongyan Zhao & Guannan Geng & Tong Feng & Bo Zheng & Zifeng Lu & David G. Streets & Ruijing Ni & Michael Brauer & Aaron van Donkelaar & Randall, 2017. "Transboundary health impacts of transported global air pollution and international trade," Nature, Nature, vol. 543(7647), pages 705-709, March.
    6. Tao Xue & Tong Zhu & Yixuan Zheng & Qiang Zhang, 2019. "Author Correction: Declines in mental health associated with air pollution and temperature variability in China," Nature Communications, Nature, vol. 10(1), pages 1-1, December.
    7. 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.
    8. Jeremy Ginsberg & Matthew H. Mohebbi & Rajan S. Patel & Lynnette Brammer & Mark S. Smolinski & Larry Brilliant, 2009. "Detecting influenza epidemics using search engine query data," Nature, Nature, vol. 457(7232), pages 1012-1014, February.
    9. Liqiang Zhang & Weiwei Liu & Kun Hou & Jintai Lin & Chenghu Zhou & Xiaohua Tong & Ziye Wang & Yuebin Wang & Yanxiao Jiang & Ziwei Wang & Yibo Zheng & Yonglian Lan & Suhong Liu & Ruijing Ni & Mengyao L, 2019. "Air pollution-induced missed abortion risk for pregnancies," Nature Sustainability, Nature, vol. 2(11), pages 1011-1017, November.
    10. Ashlee Cunsolo & Neville R. Ellis, 2018. "Ecological grief as a mental health response to climate change-related loss," Nature Climate Change, Nature, vol. 8(4), pages 275-281, April.
    11. Tao Xue & Tong Zhu & Yixuan Zheng & Qiang Zhang, 2019. "Declines in mental health associated with air pollution and temperature variability in China," Nature Communications, Nature, vol. 10(1), pages 1-8, December.
    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. Richard Freund, 2023. "From drought to distress: unpacking the mental health effects of water scarcity," CSAE Working Paper Series 2023-07, Centre for the Study of African Economies, University of Oxford.

    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. Xie, Tingting & Yuan, Ye & Zhang, Hui, 2023. "Information, awareness, and mental health: Evidence from air pollution disclosure in China," Journal of Environmental Economics and Management, Elsevier, vol. 120(C).
    2. Lohmann, Paul M. & Gsottbauer, Elisabeth & You, Jing & Kontoleon, Andreas, 2023. "Air pollution and anti-social behaviour: Evidence from a randomised lab-in-the-field experiment," Social Science & Medicine, Elsevier, vol. 320(C).
    3. Mengna Luan & Zhigang Tao & Hongjie Yuan, 2023. "Alive but not well: The neglected cost of air pollution," Health Economics, John Wiley & Sons, Ltd., vol. 32(11), pages 2535-2567, November.
    4. Angelina L. DeMarco & Rebecca Hardenbrook & Jeff Rose & Daniel L. Mendoza, 2020. "Air Pollution-Related Health Impacts on Individuals Experiencing Homelessness: Environmental Justice and Health Vulnerability in Salt Lake County, Utah," IJERPH, MDPI, vol. 17(22), pages 1-16, November.
    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. Xinming Du, 2023. "Symptom or Culprit? Social Media, Air Pollution, and Violence," CESifo Working Paper Series 10296, CESifo.
    7. Chen, Xiaoguang & Chen, Luoye & Xie, Wei & Mueller, Nathaniel D. & Davis, Steven J., 2023. "Flight delays due to air pollution in China," Journal of Environmental Economics and Management, Elsevier, vol. 119(C).
    8. Daqing Zu & Keyu Zhai & Yue Qiu & Pei Pei & Xiaoxian Zhu & Dongho Han, 2020. "The Impacts of Air Pollution on Mental Health: Evidence from the Chinese University Students," IJERPH, MDPI, vol. 17(18), pages 1-15, September.
    9. Diane Alexander & Hannes Schwandt, 2022. "The Impact of Car Pollution on Infant and Child Health: Evidence from Emissions Cheating [Management and Shocks to Worker Productivity]," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(6), pages 2872-2910.
    10. 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.
    11. Beshir, H.A.; & Fichera, E.;, 2022. "“And Breathe Normally†: The Low Emission Zone impacts on health and well-being in England," Health, Econometrics and Data Group (HEDG) Working Papers 22/09, HEDG, c/o Department of Economics, University of York.
    12. Dardati, Evangelina & de Elejalde, Ramiro & Giolito, Eugenio, 2021. "On the Short-Term Impact of Pollution: The Effect of PM 2.5 on Emergency Room Visits," IZA Discussion Papers 14599, Institute of Labor Economics (IZA).
    13. Ming, Yaxin & Deng, Huixin & Wu, Xiaoyue, 2022. "The negative effect of air pollution on people's pro-environmental behavior," Journal of Business Research, Elsevier, vol. 142(C), pages 72-87.
    14. Ordoñez, Pablo J., 2020. "Power Plants, Air Pollution, and Health in Colombia," 2020 Annual Meeting, July 26-28, Kansas City, Missouri 304284, Agricultural and Applied Economics Association.
    15. Kong, Dongmin & Liang, Junwei & Liu, Chenhao, 2022. "Invisible enemy: The health impact of ozone," China Economic Review, Elsevier, vol. 72(C).
    16. Guo, Liwen & Cheng, Zhiming & Tani, Massimiliano & Cook, Sarah & Zhao, Jiaqi & Chen, Xi, 2022. "Air Pollution and Entrepreneurship," GLO Discussion Paper Series 1196, Global Labor Organization (GLO).
    17. Nikolai Cook, Anthony Heyes, Nicholas Rivers, 2023. "Clean Air and Cognitive Productivity: Effect and Adaptation," LCERPA Working Papers bm0137, Laurier Centre for Economic Research and Policy Analysis.
    18. 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).
    19. Duque, Valentina & Gilraine, Michael, 2022. "Coal use, air pollution, and student performance," Journal of Public Economics, Elsevier, vol. 213(C).
    20. Kristina Gligorić & Arnaud Chiolero & Emre Kıcıman & Ryen W. White & Robert West, 2022. "Population-scale dietary interests during the COVID-19 pandemic," Nature Communications, Nature, vol. 13(1), pages 1-14, December.

    More about this item

    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:nat:natsus:v:6:y:2023:i:4:d:10.1038_s41893-022-01032-1. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    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.