IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0226279.html
   My bibliography  Save this article

Air quality and obesity at older ages in China: The role of duration, severity and pollutants

Author

Listed:
  • Nan Zhang
  • Lei Wang
  • Min Zhang
  • James Nazroo

Abstract

Background: Population ageing and air pollution have emerged as two of the most pressing challenges in China. However, little evidence has explored the impact of air pollution on obesity among older adults in China. Methods: The China Health and Retirement Longitudinal Study—a nationally representative sample of middle-aged and older Chinese was linked to the air pollution data at the city level. Multilevel logistic models were fitted on obesity status among older people in relation to different air quality measures such as chronic exposures to severities of air pollution and pollutants. Results: Air pollution was positively associated with increased risks of general obesity and abdominal obesity among older adults (N = 4,364) especially for those with disability. The marginal effects of average air quality index (AQI) on obesity suggest that one standard deviation increase in AQI is associated with increased risks of central obesity by 2.8% (95%CI 1.7% 3.9%) and abdominal obesity by 6.2% (95%CI 4.4% 8.0%). The risk of chronic exposures to light (and moderate), heavy and severe pollution on obesity elevated in a graded fashion in line with the level of pollution. Durations of exposure to PM2.5 and PM10 were significantly associated with increased risk of obesity among older people in China. Conclusions: Chronic exposures to severe air pollution and certain pollutants such as PM2.5 and PM10 raise the risk of obesity among older people in China and the relationships were stronger for those with disability. Future policies that target these factors might provide a promising way of enhancing the physical health of older people.

Suggested Citation

  • Nan Zhang & Lei Wang & Min Zhang & James Nazroo, 2019. "Air quality and obesity at older ages in China: The role of duration, severity and pollutants," PLOS ONE, Public Library of Science, vol. 14(12), pages 1-16, December.
  • Handle: RePEc:plo:pone00:0226279
    DOI: 10.1371/journal.pone.0226279
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0226279
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0226279&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0226279?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
    ---><---

    References listed on IDEAS

    as
    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. Bruce D. Meyer & James X. Sullivan, 2003. "Measuring the Well-Being of the Poor Using Income and Consumption," NBER Working Papers 9760, National Bureau of Economic Research, Inc.
    3. Dale Dannefer, 2003. "Cumulative Advantage/Disadvantage and the Life Course: Cross-Fertilizing Age and Social Science Theory," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 58(6), pages 327-337.
    4. Duncan, Craig & Jones, Kelvyn & Moon, Graham, 1998. "Context, composition and heterogeneity: Using multilevel models in health research," Social Science & Medicine, Elsevier, vol. 46(1), pages 97-117, January.
    5. Su Liu & Zhijun Yan & Yan Liu & Qiuju Yin & Lini Kuang, 2017. "Association between air pollution and chronic diseases among the elderly in China," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 89(1), pages 79-91, October.
    6. Christine L Gray & Lynne C Messer & Kristen M Rappazzo & Jyotsna S Jagai & Shannon C Grabich & Danelle T Lobdell, 2018. "The association between physical inactivity and obesity is modified by five domains of environmental quality in U.S. adults: A cross-sectional study," PLOS ONE, Public Library of Science, vol. 13(8), pages 1-14, August.
    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. Jeon, HyeSook & Lee, Serim & Lee, Jieun & Chun, JongSerl, 2020. "Impacts of multilevel factors on depressive symptoms among adolescents in South Korea," Children and Youth Services Review, Elsevier, vol. 119(C).
    2. Jinfu Xu & Shaoxiong Yang & Yu Lin & Ruoyu Yang, 2021. "An evaluation of coupling coordination between sports industry and health service industry in China," PLOS ONE, Public Library of Science, vol. 16(8), pages 1-21, August.
    3. Marcela Tamayo-Ortiz & Martha María Téllez-Rojo & Stephen J. Rothenberg & Ivan Gutiérrez-Avila & Allan Carpenter Just & Itai Kloog & José Luis Texcalac-Sangrador & Martin Romero-Martinez & Luis F. Bau, 2021. "Exposure to PM 2.5 and Obesity Prevalence in the Greater Mexico City Area," IJERPH, MDPI, vol. 18(5), pages 1-11, February.

    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. Lucija Muehlenbachs & Elisheba Spiller & Christopher Timmins, 2015. "The Housing Market Impacts of Shale Gas Development," American Economic Review, American Economic Association, vol. 105(12), pages 3633-3659, December.
    2. Liu, Duan & Yu, Nizhou & Wan, Hong, 2022. "Does water rights trading affect corporate investment? The role of resource allocation and risk mitigation channels," Economic Modelling, Elsevier, vol. 117(C).
    3. Alex Hollingsworth & Krzysztof Karbownik & Melissa A. Thomasson & Anthony Wray, 2022. "The Gift of a Lifetime: The Hospital, Modern Medicine, and Mortality," NBER Working Papers 30663, National Bureau of Economic Research, Inc.
    4. Riekhoff, Aart-Jan & Vaalavuo, Maria, 2021. "Health shocks and couples’ labor market participation: A turning point or stuck in the trajectory?," Social Science & Medicine, Elsevier, vol. 276(C).
    5. Sridhar, Kala S. & Kumar, Surender, 2012. "India’s urban environment: air and water pollution and pollution abatement," MPRA Paper 43810, University Library of Munich, Germany.
    6. Sun, Nan & Yang, Fan, 2021. "Impacts of internal migration experience on health among middle-aged and older adults—Evidence from China," Social Science & Medicine, Elsevier, vol. 284(C).
    7. Mitchell, Richard & Dujardin, Claire & Popham, Frank & Farfan Portet, Maria-Isabel & Thomas, Isabelle & Lorant, Vincent, 2011. "Using matched areas to explore international differences in population health," Social Science & Medicine, Elsevier, vol. 73(8), pages 1113-1122.
    8. Song, Jieun & Mailick, Marsha R. & Greenberg, Jan S., 2018. "Health of parents of individuals with developmental disorders or mental health problems: Impacts of stigma," Social Science & Medicine, Elsevier, vol. 217(C), pages 152-158.
    9. 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.
    10. Mikula, Stepan & Pytlikova, Mariola, 2021. "Air Pollution and Migration: Exploiting a Natural Experiment from the Czech Republic," IZA Discussion Papers 14863, Institute of Labor Economics (IZA).
    11. Jakub Bijak & Jason D. Hilton & Eric Silverman & Viet Dung Cao, 2013. "Reforging the Wedding Ring," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 29(27), pages 729-766.
    12. Eleftherios Giovanis & Oznur Ozdamar, 2021. "Regional employment support programs and multidimensional poverty of youth in Turkey," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 11(4), pages 583-609, December.
    13. Ren Wang & Yuxiang Bian & Han Gao & Jie Hou, 2023. "Optimal Environmental Policy for Heterogeneous Governments in China," IJERPH, MDPI, vol. 20(4), pages 1-12, February.
    14. Keya Sengupta, 2016. "Water and health for sustainable development," African Journal of Economic and Sustainable Development, Inderscience Enterprises Ltd, vol. 5(1), pages 66-101.
    15. Zhang, Ming-ang & Lu, Shuling & Zhang, Sihan & Bai, Yanfeng, 2023. "The unintended consequence of minimum wage hikes: Evidence based on firms' pollution emission," Energy Economics, Elsevier, vol. 125(C).
    16. Ren, Shenggang & Hu, Yucai & Zheng, Jingjing & Wang, Yangjie, 2020. "Emissions trading and firm innovation: Evidence from a natural experiment in China," Technological Forecasting and Social Change, Elsevier, vol. 155(C).
    17. Kalra, Aarushi, 2021. "A 'Ghetto' of One's Own: Communal Violence, Residential Segregation and Group Education Outcomes in India," SocArXiv rzjct, Center for Open Science.
    18. Joanne S. Muller & Nicole Hiekel & Aart C. Liefbroer, 2020. "The Long-Term Costs of Family Trajectories: Women’s Later-Life Employment and Earnings Across Europe," Demography, Springer;Population Association of America (PAA), vol. 57(3), pages 1007-1034, June.
    19. Missinne, Sarah & Colman, Elien & Bracke, Piet, 2013. "Spousal influence on mammography screening: A life course perspective," Social Science & Medicine, Elsevier, vol. 98(C), pages 63-70.
    20. Jaraitė, Jūratė & Kurtyka, Oliwia & Ollivier, Hélène, 2022. "Take a ride on the (not so) green side: How do CDM projects affect Indian manufacturing firms’ environmental performance?," Journal of Environmental Economics and Management, Elsevier, vol. 114(C).

    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:plo:pone00:0226279. 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: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    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.