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Stroke Mortality Attributable to Ambient Particulate Matter Pollution from 1990 to 2015 in China: An Age-Period-Cohort and Spatial Autocorrelation Analysis

Author

Listed:
  • Lisha Luo

    (Department of Epidemiology and Biostatistics, School of Health Sciences, Wuhan University, #185 Donghu Road, Wuhan 430071, China)

  • Junfeng Jiang

    (Department of Epidemiology and Biostatistics, School of Health Sciences, Wuhan University, #185 Donghu Road, Wuhan 430071, China)

  • Ganshen Zhang

    (Department of Epidemiology and Biostatistics, School of Health Sciences, Wuhan University, #185 Donghu Road, Wuhan 430071, China)

  • Lu Wang

    (Department of Epidemiology and Biostatistics, School of Health Sciences, Wuhan University, #185 Donghu Road, Wuhan 430071, China)

  • Zhenkun Wang

    (Department of Epidemiology and Biostatistics, School of Health Sciences, Wuhan University, #185 Donghu Road, Wuhan 430071, China)

  • Jin Yang

    (Department of Epidemiology and Biostatistics, School of Health Sciences, Wuhan University, #185 Donghu Road, Wuhan 430071, China)

  • Chuanhua Yu

    (Department of Epidemiology and Biostatistics, School of Health Sciences, Wuhan University, #185 Donghu Road, Wuhan 430071, China
    Global Health Institute, Wuhan University, #8 Donghu Road, Wuhan 430072, China)

Abstract

In this study, we analyzed the temporal and spatial variations of stroke mortality attributable to ambient particulate matter pollution (stroke mortality-PM 2.5 ) in China from 1990 to 2015. Data were collected from the Global Burden of Disease (GBD) 2015 study and analyzed by an age-period-cohort model (APC) with an intrinsic estimator (IE) algorithm, as well as spatial autocorrelation based on the Geographic Information System. Based on APC analysis with the IE method, stroke mortality-PM 2.5 increased exponentially with age, its relative risk reaching 42.85 (95% CI: 28.79, 63.43) in the 75–79 age group. The period effects showed a reversed V-shape and its highest relative risk was 1.22 (95% CI: 1.15, 1.27) in 2005. The cohort effects decreased monotonically from 1915–1919 to 1990–1994. The change rate fluctuated from 1920–1924 to 1990–1994, including three accelerating and three decelerating decreases. There was a positive spatial autocorrelation in stroke mortality-PM 2.5 from 1990 to 2015. Hot-spots moved from the northeastern areas to the middle and southwestern areas, whereas cold-spots lay mostly in coastal provinces. Besides the aging process in recent years, stroke mortality-PM 2.5 had significantly declined from 2005 to 2015 due to socio-economic and healthcare development. Stroke mortality-PM 2.5 varied substantially among different regions, and cost-effective prevention and control should be implemented more in the middle and southwestern areas of China.

Suggested Citation

  • Lisha Luo & Junfeng Jiang & Ganshen Zhang & Lu Wang & Zhenkun Wang & Jin Yang & Chuanhua Yu, 2017. "Stroke Mortality Attributable to Ambient Particulate Matter Pollution from 1990 to 2015 in China: An Age-Period-Cohort and Spatial Autocorrelation Analysis," IJERPH, MDPI, vol. 14(7), pages 1-17, July.
    • Handle: RePEc:gam:jijerp:v:14:y:2017:i:7:p:772-:d:104578
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    References listed on IDEAS

    as
    1. Junzhe Bao & Xiping Yang & Zhiyuan Zhao & Zhenkun Wang & Chuanhua Yu & Xudong Li, 2015. "The Spatial-Temporal Characteristics of Air Pollution in China from 2001–2014," IJERPH, MDPI, vol. 12(12), pages 1-13, December.
    2. Yana Jin & Henrik Andersson & Shiqiu Zhang, 2016. "Air Pollution Control Policies in China: A Retrospective and Prospects," IJERPH, MDPI, vol. 13(12), pages 1-22, December.
    3. Cohen, A.K. & Syme, S.L., 2013. "Education: A missed opportunity for public health intervention," American Journal of Public Health, American Public Health Association, vol. 103(6), pages 997-1001.
    4. Gang Lin & Jingying Fu & Dong Jiang & Wensheng Hu & Donglin Dong & Yaohuan Huang & Mingdong Zhao, 2013. "Spatio-Temporal Variation of PM 2.5 Concentrations and Their Relationship with Geographic and Socioeconomic Factors in China," IJERPH, MDPI, vol. 11(1), pages 1-14, December.
    5. Jinyao Wang & Zhiqiang Bai & Zhenkun Wang & Chuanhua Yu, 2016. "Comparison of Secular Trends in Cervical Cancer Mortality in China and the United States: An Age-Period-Cohort Analysis," IJERPH, MDPI, vol. 13(11), pages 1-16, November.
    6. Zhenkun Wang & Jinyao Wang & Junzhe Bao & Xudong Gao & Chuanhua Yu & Huiyun Xiang, 2016. "Temporal Trends of Suicide Mortality in Mainland China: Results from the Age-Period-Cohort Framework," IJERPH, MDPI, vol. 13(8), pages 1-10, August.
    7. Wolfgang Lutz & Warren Sanderson & Sergei Scherbov, 2008. "The coming acceleration of global population ageing," Nature, Nature, vol. 451(7179), pages 716-719, February.
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