IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v15y2018i8p1566-d159675.html
   My bibliography  Save this article

Air Health Trend Indicator: Association between Short-Term Exposure to Ground Ozone and Circulatory Hospitalizations in Canada for 17 Years, 1996–2012

Author

Listed:
  • Hwashin Hyun Shin

    (Environmental Health Science and Research Bureau, Health Canada, Ottawa, ON K1A 0K9, Canada
    Department of Mathematics and Statistics, Queen’s University, Kingston, ON K7L 3N6, Canada)

  • Wesley S. Burr

    (Department of Mathematics, Trent University, Peterborough, ON K9L 0G2, Canada)

  • Dave Stieb

    (Environmental Health Science and Research Bureau, Health Canada, Ottawa, ON K1A 0K9, Canada
    School of Epidemiology and Public Health, University of Ottawa, Ottawa, ON K1N 6N5, Canada)

  • Lani Haque

    (Environmental Health Science and Research Bureau, Health Canada, Ottawa, ON K1A 0K9, Canada)

  • Harun Kalayci

    (Environmental Health Science and Research Bureau, Health Canada, Ottawa, ON K1A 0K9, Canada)

  • Branka Jovic

    (Environmental Health Science and Research Bureau, Health Canada, Ottawa, ON K1A 0K9, Canada)

  • Marc Smith-Doiron

    (Environmental Health Science and Research Bureau, Health Canada, Ottawa, ON K1A 0K9, Canada)

Abstract

The Air Health Trend Indicator is designed to estimate the public health risk related to short-term exposure to air pollution and to detect trends in the annual health risks. Daily ozone, circulatory hospitalizations and weather data for 24 cities (about 54% of Canadians) for 17 years (1996–2012) were used. This study examined three circulatory causes: ischemic heart disease (IHD, 40% of cases), other heart disease (OHD, 31%) and cerebrovascular disease (CEV, 14%). A Bayesian hierarchical model using a 7-year estimator was employed to find trends in the annual national associations by season, lag of effect, sex and age group (≤65 vs. >65). Warm season 1-day lagged ozone returned higher national risk per 10 ppb: 0.4% (95% credible interval, −0.3–1.1%) for IHD, 0.4% (−0.2–1.0%) for OHD, and 0.2% (−0.8–1.2%) for CEV. Overall mixed trends in annual associations were observed for IHD and CEV, but a decreasing trend for OHD. While little age effect was identified, some sex-specific difference was detected, with males seemingly more vulnerable to ozone for CEV, although this finding needs further investigation. The study findings could reduce a knowledge gap by identifying trends in risk over time as well as sub-populations susceptible to ozone by age and sex.

Suggested Citation

  • Hwashin Hyun Shin & Wesley S. Burr & Dave Stieb & Lani Haque & Harun Kalayci & Branka Jovic & Marc Smith-Doiron, 2018. "Air Health Trend Indicator: Association between Short-Term Exposure to Ground Ozone and Circulatory Hospitalizations in Canada for 17 Years, 1996–2012," IJERPH, MDPI, vol. 15(8), pages 1-19, July.
    • Handle: RePEc:gam:jijerp:v:15:y:2018:i:8:p:1566-:d:159675
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/15/8/1566/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/1660-4601/15/8/1566/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Wesley S. Burr & Glen Takahara & Hwashin H. Shin, 2015. "Bias correction in estimation of public health risk attributable to short‐term air pollution exposure," Environmetrics, John Wiley & Sons, Ltd., vol. 26(4), pages 298-311, June.
    2. Pi Guo & Yulin Wang & Wenru Feng & Jiagang Wu & Chuanxi Fu & Hai Deng & Jun Huang & Li Wang & Murui Zheng & Huazhang Liu, 2017. "Ambient Air Pollution and Risk for Ischemic Stroke: A Short-Term Exposure Assessment in South China," IJERPH, MDPI, vol. 14(9), pages 1-11, September.
    3. Hwashin Hyun Shin & Dave Stieb & Rick Burnett & Glen Takahara & Barry Jessiman, 2012. "Tracking National and Regional Spatial‐Temporal Mortality Risk Associated with NO2 Concentrations in Canada: A Bayesian Hierarchical Two‐Level Model," Risk Analysis, John Wiley & Sons, vol. 32(3), pages 513-530, March.
    4. Francesca Dominici & Jonathan M. Samet & Scott L. Zeger, 2000. "Combining evidence on air pollution and daily mortality from the 20 largest US cities: a hierarchical modelling strategy," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 163(3), pages 263-302.
    Full references (including those not matched with items on IDEAS)

    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. Burr, Wesley S. & Shin, Hwashin H. & Takahara, Glen, 2019. "Synthetically lagged models," Statistics & Probability Letters, Elsevier, vol. 144(C), pages 37-43.
    2. Koop, Gary & Tole, Lise, 2004. "Measuring the health effects of air pollution: to what extent can we really say that people are dying from bad air?," Journal of Environmental Economics and Management, Elsevier, vol. 47(1), pages 30-54, January.
    3. Theophilus I. Emeto & Oyelola A. Adegboye & Reza A. Rumi & Mahboob-Ul I. Khan & Majeed Adegboye & Wasif A. Khan & Mahmudur Rahman & Peter K. Streatfield & Kazi M. Rahman, 2020. "Disparities in Risks of Malaria Associated with Climatic Variability among Women, Children and Elderly in the Chittagong Hill Tracts of Bangladesh," IJERPH, MDPI, vol. 17(24), pages 1-15, December.
    4. Vera Ling Hui Phung & Kayo Ueda & Shunji Kasaoka & Xerxes Seposo & Saira Tasmin & Shinichi Yonemochi & Arthit Phosri & Akiko Honda & Hirohisa Takano & Takehiro Michikawa & Hiroshi Nitta, 2018. "Acute Effects of Ambient PM 2.5 on All-Cause and Cause-Specific Emergency Ambulance Dispatches in Japan," IJERPH, MDPI, vol. 15(2), pages 1-12, February.
    5. Wong, Heung & Shao, Quanxi & Ip, Wai-cheung, 2013. "Modeling respiratory illnesses with change point: A lesson from the SARS epidemic in Hong Kong," Computational Statistics & Data Analysis, Elsevier, vol. 57(1), pages 589-599.
    6. Joshua Graff Zivin & Matthew Neidell, 2013. "Environment, Health, and Human Capital," Journal of Economic Literature, American Economic Association, vol. 51(3), pages 689-730, September.
    7. Chi Wang & Giovanni Parmigiani & Francesca Dominici, 2012. "Bayesian Effect Estimation Accounting for Adjustment Uncertainty," Biometrics, The International Biometric Society, vol. 68(3), pages 661-671, September.
    8. repec:jss:jstsof:26:i07 is not listed on IDEAS
    9. Duncan Lee & Claire Ferguson & E. Marian Scott, 2011. "Constructing representative air quality indicators with measures of uncertainty," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 174(1), pages 109-126, January.
    10. Xavier Pautrel, 2007. "Environmental Policy, Health and Long-Run," Energy and Environmental Modeling 2007 24000048, EcoMod.
    11. Roger D. Peng & Francesca Dominici & Thomas A. Louis, 2006. "Model choice in time series studies of air pollution and mortality," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 169(2), pages 179-203, March.
    12. 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.
    13. Hwashin Hyun Shin & Dave Stieb & Rick Burnett & Glen Takahara & Barry Jessiman, 2012. "Tracking National and Regional Spatial‐Temporal Mortality Risk Associated with NO2 Concentrations in Canada: A Bayesian Hierarchical Two‐Level Model," Risk Analysis, John Wiley & Sons, vol. 32(3), pages 513-530, March.
    14. Zesheng Chen & Bin Wang & Yanlin Hu & Lan Dai & Yangming Liu & Jing Wang & Xueqin Cao & Yiming Wu & Ting Zhou & Xiuqing Cui & Tingming Shi, 2022. "Short-Term Effects of Low-Level Ambient Air NO 2 on the Risk of Incident Stroke in Enshi City, China," IJERPH, MDPI, vol. 19(11), pages 1-13, May.
    15. Cutter, W. Bowman & Neidell, Matthew, 2009. "Voluntary information programs and environmental regulation: Evidence from 'Spare the Air'," Journal of Environmental Economics and Management, Elsevier, vol. 58(3), pages 253-265, November.
    16. Laura F. Boehm Vock & Brian J. Reich & Montserrat Fuentes & Francesca Dominici, 2015. "Spatial variable selection methods for investigating acute health effects of fine particulate matter components," Biometrics, The International Biometric Society, vol. 71(1), pages 167-177, March.
    17. Dongyang Nie & Mindong Chen & Yun Wu & Xinlei Ge & Jianlin Hu & Kai Zhang & Pengxiang Ge, 2018. "Characterization of Fine Particulate Matter and Associated Health Burden in Nanjing," IJERPH, MDPI, vol. 15(4), pages 1-12, March.
    18. Mingrui Cui & Changqing Zhan & Wenjuan Wu & Dandan Guo & Yijun Song, 2022. "Acute Gaseous Air Pollution Exposure and Hospitalizations for Acute Ischemic Stroke: A Time-Series Analysis in Tianjin, China," IJERPH, MDPI, vol. 19(20), pages 1-8, October.
    19. X. Pautrel, 2008. "Reconsidering the Impact of the Environment on Long-run Growth when Pollution Influences Health and Agents have a Finite-lifetime," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 40(1), pages 37-52, May.
    20. Yi Liu & Gavin Shaddick & James V. Zidek, 2017. "Incorporating High-Dimensional Exposure Modelling into Studies of Air Pollution and Health," Statistics in Biosciences, Springer;International Chinese Statistical Association, vol. 9(2), pages 559-581, December.
    21. Yongquan Yu & Huibin Dong & Shen Yao & Minghui Ji & Xingjuan Yao & Zhan Zhang, 2017. "Protective Effects of Ambient Ozone on Incidence and Outcomes of Ischemic Stroke in Changzhou, China: A Time-Series Study," IJERPH, MDPI, vol. 14(12), pages 1-10, 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:15:y:2018:i:8:p:1566-:d:159675. 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.