IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v18y2021i9p4675-d544881.html
   My bibliography  Save this article

The Mortality Effect of Apparent Temperature: A Multi-City Study in Asia

Author

Listed:
  • Ru Cao

    (Department of Occupational and Environmental Health Sciences, Peking University School of Public Health, 38 Xueyuan Road, Haidian District, Beijing 100191, China
    These authors contributed equally to this work.)

  • Yuxin Wang

    (Department of Occupational and Environmental Health Sciences, Peking University School of Public Health, 38 Xueyuan Road, Haidian District, Beijing 100191, China
    These authors contributed equally to this work.)

  • Jing Huang

    (Department of Occupational and Environmental Health Sciences, Peking University School of Public Health, 38 Xueyuan Road, Haidian District, Beijing 100191, China)

  • Jie He

    (Peking University School of Nursing, 38 Xueyuan Road, Haidian District, Beijing 100191, China)

  • Pitakchon Ponsawansong

    (Environment and Health Research Unit, Research Institute for Health Science, Chiang Mai University, Chiang Mai 50200, Thailand)

  • Jianbo Jin

    (Department of Occupational and Environmental Health Sciences, Peking University School of Public Health, 38 Xueyuan Road, Haidian District, Beijing 100191, China)

  • Zhihu Xu

    (Department of Occupational and Environmental Health Sciences, Peking University School of Public Health, 38 Xueyuan Road, Haidian District, Beijing 100191, China)

  • Teng Yang

    (Department of Occupational and Environmental Health Sciences, Peking University School of Public Health, 38 Xueyuan Road, Haidian District, Beijing 100191, China)

  • Xiaochuan Pan

    (Department of Occupational and Environmental Health Sciences, Peking University School of Public Health, 38 Xueyuan Road, Haidian District, Beijing 100191, China
    Environment and Health Research Unit, Research Institute for Health Science, Chiang Mai University, Chiang Mai 50200, Thailand)

  • Tippawan Prapamontol

    (Environment and Health Research Unit, Research Institute for Health Science, Chiang Mai University, Chiang Mai 50200, Thailand)

  • Guoxing Li

    (Department of Occupational and Environmental Health Sciences, Peking University School of Public Health, 38 Xueyuan Road, Haidian District, Beijing 100191, China)

Abstract

(1) Background: The health effect of temperature has become a rising public health topic. The objective of this study is to assess the association between apparent temperature and non-accidental deaths, and the mortality burden attributed to cold and heat temperature; (2) Methods: The daily data on temperature and deaths were collected from 10 cities in Thailand, Korea and China. We fitted a time-series regression with a distributed lag nonlinear model (DLNM) to derive the health risk of temperature for each city and then pooled them to get the overall cumulative risk by multivariate meta-analysis. Additionally, we calculated the attributable fraction of deaths for heat and cold, which was defined as temperatures above and below minimum-mortality temperature (MMT); (3) Results: There are regional heterogeneities in the minimum mortality percentiles (MMP) and attributable fractions for different countries. The MMP varied from about the 5–10th percentile in Thailand to 63–93rd percentile in China and Korea. The attributable fractions of the total deaths due to short-term exposure to temperature in Asia is 7.62%, of which the cold effect (6.44%) is much higher than the heat effect (1.18%); (4) Conclusions: Our study suggested that apparent temperature was associated with an increase in non-accidental mortality. Most of the temperature-related mortality burden was attributable to cold, except for Thailand.

Suggested Citation

  • Ru Cao & Yuxin Wang & Jing Huang & Jie He & Pitakchon Ponsawansong & Jianbo Jin & Zhihu Xu & Teng Yang & Xiaochuan Pan & Tippawan Prapamontol & Guoxing Li, 2021. "The Mortality Effect of Apparent Temperature: A Multi-City Study in Asia," IJERPH, MDPI, vol. 18(9), pages 1-12, April.
  • Handle: RePEc:gam:jijerp:v:18:y:2021:i:9:p:4675-:d:544881
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/18/9/4675/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/18/9/4675/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Tran Ngoc Dang & Yasushi Honda & Dung Van Do & Anh Lan Thi Pham & Cordia Chu & Cunrui Huang & Dung Phung, 2019. "Effects of Extreme Temperatures on Mortality and Hospitalization in Ho Chi Minh City, Vietnam," IJERPH, MDPI, vol. 16(3), pages 1-12, February.
    2. Qiang Zeng & Guoxing Li & Yushan Cui & Guohong Jiang & Xiaochuan Pan, 2016. "Estimating Temperature-Mortality Exposure-Response Relationships and Optimum Ambient Temperature at the Multi-City Level of China," IJERPH, MDPI, vol. 13(3), pages 1-12, March.
    3. Tiantian Li & Radley M. Horton & Patrick L. Kinney, 2013. "Projections of seasonal patterns in temperature- related deaths for Manhattan, New York," Nature Climate Change, Nature, vol. 3(8), pages 717-721, August.
    4. Wentan Dong & Qiang Zeng & Yue Ma & Guoxing Li & Xiaochuan Pan, 2016. "Impact of Heat Wave Definitions on the Added Effect of Heat Waves on Cardiovascular Mortality in Beijing, China," IJERPH, MDPI, vol. 13(9), pages 1-12, September.
    5. Jian Cheng & Rui Zhu & Zhiwei Xu & Xiangqing Xu & Xu Wang & Kesheng Li & Hong Su, 2014. "Temperature variation between neighboring days and mortality: a distributed lag non-linear analysis," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 59(6), pages 923-931, December.
    6. Santurtún, Ana & Almendra, Ricardo & Silva, Giovani L. & Fdez-Arroyabe, Pablo & Santurtún, Maite & Santana, Paula, 2020. "Suicide and apparent temperature in the two capitals cities in the iberian peninsula," Social Science & Medicine, Elsevier, vol. 265(C).
    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. Kyriaki Psistaki & Ioannis M. Dokas & Anastasia K. Paschalidou, 2022. "The Impact of Ambient Temperature on Cardiorespiratory Mortality in Northern Greece," IJERPH, MDPI, vol. 20(1), pages 1-15, December.
    2. Ramon Farré & Miguel A. Rodríguez-Lázaro & Anh Tuan Dinh-Xuan & Martí Pons-Odena & Daniel Navajas & David Gozal, 2021. "A Low-Cost, Easy-to-Assemble Device to Prevent Infant Hyperthermia under Conditions of High Thermal Stress," IJERPH, MDPI, vol. 18(24), pages 1-12, December.

    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. Iara da Silva & Caroline Fernanda Hei Wikuats & Elizabeth Mie Hashimoto & Leila Droprinchinski Martins, 2022. "Effects of Environmental and Socioeconomic Inequalities on Health Outcomes: A Multi-Region Time-Series Study," IJERPH, MDPI, vol. 19(24), pages 1-22, December.
    2. Jae Young Lee & Martin Röösli & Martina S. Ragettli, 2021. "Estimation of Heat-Attributable Mortality Using the Cross-Validated Best Temperature Metric in Switzerland and South Korea," IJERPH, MDPI, vol. 18(12), pages 1-9, June.
    3. Yao Xiao & Chengzhen Meng & Suli Huang & Yanran Duan & Gang Liu & Shuyuan Yu & Ji Peng & Jinquan Cheng & Ping Yin, 2021. "Short-Term Effect of Temperature Change on Non-Accidental Mortality in Shenzhen, China," IJERPH, MDPI, vol. 18(16), pages 1-14, August.
    4. Hildegaard D. Link & José Pillich & Yehuda L. Klein, 2014. "Peak Electric Load Relief in Northern Manhattan," SAGE Open, , vol. 4(3), pages 21582440145, August.
    5. Elisaveta P. Petkova & Radley M. Horton & Daniel A. Bader & Patrick L. Kinney, 2013. "Projected Heat-Related Mortality in the U.S. Urban Northeast," IJERPH, MDPI, vol. 10(12), pages 1-14, December.
    6. Xuemei Su & Yibin Cheng & Yu Wang & Yue Liu & Na Li & Yonghong Li & Xiaoyuan Yao, 2019. "Regional Temperature-Sensitive Diseases and Attributable Fractions in China," IJERPH, MDPI, vol. 17(1), pages 1-15, December.
    7. Jean C. Bikomeye & Sima Namin & Chima Anyanwu & Caitlin S. Rublee & Jamie Ferschinger & Ken Leinbach & Patricia Lindquist & August Hoppe & Lawrence Hoffman & Justin Hegarty & Dwayne Sperber & Kirsten , 2021. "Resilience and Equity in a Time of Crises: Investing in Public Urban Greenspace Is Now More Essential Than Ever in the US and Beyond," IJERPH, MDPI, vol. 18(16), pages 1-39, August.
    8. Elisaveta P. Petkova & Daniel A. Bader & G. Brooke Anderson & Radley M. Horton & Kim Knowlton & Patrick L. Kinney, 2014. "Heat-Related Mortality in a Warming Climate: Projections for 12 U.S. Cities," IJERPH, MDPI, vol. 11(11), pages 1-13, October.
    9. Aleš Urban & Hana Hanzlíková & Jan Kyselý & Eva Plavcová, 2017. "Impacts of the 2015 Heat Waves on Mortality in the Czech Republic—A Comparison with Previous Heat Waves," IJERPH, MDPI, vol. 14(12), pages 1-19, December.
    10. Seulkee Heo & Whanhee Lee & Michelle L. Bell, 2021. "Suicide and Associations with Air Pollution and Ambient Temperature: A Systematic Review and Meta-Analysis," IJERPH, MDPI, vol. 18(14), pages 1-21, July.
    11. Shuaifeng Song & Xiaodong Yan, 2021. "Changes in the Frequency of Extreme Cooling Events in Winter over China and Their Relationship with Arctic Oscillation," Sustainability, MDPI, vol. 13(20), pages 1-11, October.
    12. Wentan Dong & Qiang Zeng & Yue Ma & Guoxing Li & Xiaochuan Pan, 2016. "Impact of Heat Wave Definitions on the Added Effect of Heat Waves on Cardiovascular Mortality in Beijing, China," IJERPH, MDPI, vol. 13(9), pages 1-12, September.
    13. Richard S. J. Tol, 2016. "The Impacts Of Climate Change According To The Ipcc," Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 7(01), pages 1-20, February.
    14. Christofer Åström & Daniel Oudin Åström & Camilla Andersson & Kristie L. Ebi & Bertil Forsberg, 2017. "Vulnerability Reduction Needed to Maintain Current Burdens of Heat-Related Mortality in a Changing Climate—Magnitude and Determinants," IJERPH, MDPI, vol. 14(7), pages 1-10, July.
    15. Vinod Thomas & Jose Albert & Cameron Hepburn, 2014. "Contributors to the frequency of intense climate disasters in Asia-Pacific countries," Climatic Change, Springer, vol. 126(3), pages 381-398, October.
    16. Pan Ma & Shigong Wang & Xingang Fan & Tanshi Li, 2016. "The Impacts of Air Temperature on Accidental Casualties in Beijing, China," IJERPH, MDPI, vol. 13(11), pages 1-13, November.
    17. Maria Ikram & Zhijun Yan & Yan Liu & Dan Wu, 2016. "Assessing the possible impacts of temperature change on air quality and public health in Beijing, 2008–2012," 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. 84(1), pages 153-165, November.
    18. Tamás Hajdu & Gábor Hajdu, 2021. "Post-conception heat exposure increases clinically unobserved pregnancy losses," CERS-IE WORKING PAPERS 2104, Institute of Economics, Centre for Economic and Regional Studies.
    19. Tao Liu & Weilin Zeng & Hualiang Lin & Shannon Rutherford & Jianpeng Xiao & Xing Li & Zhihao Li & Zhengmin Qian & Baixiang Feng & Wenjun Ma, 2016. "Tempo-Spatial Variations of Ambient Ozone-Mortality Associations in the USA: Results from the NMMAPS Data," IJERPH, MDPI, vol. 13(9), pages 1-14, August.
    20. Jae Young Lee, 2022. "A Subgroup Method of Projecting Future Vulnerability and Adaptation to Extreme Heat," Sustainability, MDPI, vol. 14(24), pages 1-9, December.

    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:gam:jijerp:v:18:y:2021:i:9:p:4675-:d:544881. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.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.