IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v16y2019i23p4695-d290798.html
   My bibliography  Save this article

Spatial-Temporal Effects of PM 2.5 on Health Burden: Evidence from China

Author

Listed:
  • Ming Zeng

    (School of Economics, Sichuan University, Chengdu 610065, China)

  • Jiang Du

    (School of Economics, Sichuan University, Chengdu 610065, China)

  • Weike Zhang

    (School of Public Administration, Sichuan University, Chengdu 610065, China
    Andalusian Research Institute in Data Science and Computational Intelligence (DaSCI), University of Granada, 18071 Granada, Spain)

Abstract

By collecting the panel data of 29 regions in China from 2008 to 2017, this study used the spatial Durbin model (SDM) to explore the spatial effect of PM 2.5 exposure on the health burden of residents. The most obvious findings to emerge from this study are that: health burden and PM 2.5 exposure are not randomly distributed over different regions in China, but have obvious spatial correlation and spatial clustering characteristics. The maximum PM 2.5 concentrations have a significant positive effect on outpatient expense and outpatient visits of residents in the current period, and the impact of PM 2.5 pollution has a significant temporal lag effect on residents’ health burden. PM 2.5 exposure has a spatial spillover effect on the health burden of residents, and the PM 2.5 concentrations in the surrounding regions or geographically close regions have a positive influence on the health burden in the particular region. The impact of PM 2.5 exposure is divided into the direct effect and the indirect effect (the spatial spillover effect), and the spatial spillover effect is greater than that of the direct effect. Therefore, we conclude that PM 2.5 exposure has a spatial spillover effect and temporal lag effect on the health burden of residents, and strict regulatory policies are needed to mitigate the health burden caused by air pollution.

Suggested Citation

  • Ming Zeng & Jiang Du & Weike Zhang, 2019. "Spatial-Temporal Effects of PM 2.5 on Health Burden: Evidence from China," IJERPH, MDPI, vol. 16(23), pages 1-23, November.
    • Handle: RePEc:gam:jijerp:v:16:y:2019:i:23:p:4695-:d:290798
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/16/23/4695/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/1660-4601/16/23/4695/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Yaolin Lin & Jiale Zou & Wei Yang & Chun-Qing Li, 2018. "A Review of Recent Advances in Research on PM 2.5 in China," IJERPH, MDPI, vol. 15(3), pages 1-29, March.
    2. Bao-Linh Tran & Ching-Cheng Chang & Chia-Sheng Hsu & Chi-Chung Chen & Wei-Chun Tseng & Shih-Hsun Hsu, 2019. "Threshold Effects of PM 2.5 Exposure on Particle-Related Mortality in China," IJERPH, MDPI, vol. 16(19), pages 1-18, September.
    3. Ruo-Ling Li & Yung-Chyuan Ho & Ci-Wen Luo & Shiuan-Shinn Lee & Yu-Hsiang Kuan, 2019. "Influence of PM 2.5 Exposure Level on the Association between Alzheimer’s Disease and Allergic Rhinitis: A National Population-Based Cohort Study," IJERPH, MDPI, vol. 16(18), pages 1-11, September.
    4. Yang Yang & Liwen Luo & Chao Song & Hao Yin & Jintao Yang, 2018. "Spatiotemporal Assessment of PM 2.5 -Related Economic Losses from Health Impacts during 2014–2016 in China," IJERPH, MDPI, vol. 15(6), pages 1-16, June.
    5. Zhang, Shengling & Li, Yue & Hao, Yu & Zhang, Yipeng, 2018. "Does public opinion affect air quality? Evidence based on the monthly data of 109 prefecture-level cities in China," Energy Policy, Elsevier, vol. 116(C), pages 299-311.
    6. Xia Liu & Yejun Xu & Yao Ge & Weike Zhang & Francisco Herrera, 2019. "A Group Decision Making Approach Considering Self-Confidence Behaviors and Its Application in Environmental Pollution Emergency Management," IJERPH, MDPI, vol. 16(3), pages 1-15, January.
    7. Huaming Chen & Jia Liu & Ying Li & Yung-Ho Chiu & Tai-Yu Lin, 2019. "A Two-stage Dynamic Undesirable Data Envelopment Analysis Model Focused on Media Reports and the Impact on Energy and Health Efficiency," IJERPH, MDPI, vol. 16(9), pages 1-23, April.
    8. Jinyoung Shin & Seol-Heui Han & Jaekyung Choi, 2019. "Exposure to Ambient Air Pollution and Cognitive Impairment in Community-Dwelling Older Adults: The Korean Frailty and Aging Cohort Study," IJERPH, MDPI, vol. 16(19), pages 1-13, October.
    9. Luc Anselin & Daniel Arribas-Bel, 2013. "Spatial fixed effects and spatial dependence in a single cross-section," Papers in Regional Science, Wiley Blackwell, vol. 92(1), pages 3-17, March.
    10. J. Lelieveld & J. S. Evans & M. Fnais & D. Giannadaki & A. Pozzer, 2015. "The contribution of outdoor air pollution sources to premature mortality on a global scale," Nature, Nature, vol. 525(7569), pages 367-371, September.
    11. Ying Li & Yung-ho Chiu & Liang Chun Lu, 2019. "New Energy Development and Pollution Emissions in China," IJERPH, MDPI, vol. 16(10), pages 1-24, May.
    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. Ning Zhang & Ying Mao, 2021. "Spatial Effects of Environmental Pollution on Healthcare Services: Evidence from China," IJERPH, MDPI, vol. 18(4), pages 1-21, February.
    2. Zhang, Weike & Luo, Qian & Liu, Shiyuan, 2022. "Is government regulation a push for corporate environmental performance? Evidence from China," Economic Analysis and Policy, Elsevier, vol. 74(C), pages 105-121.
    3. Yutian Liang & Jiaxi Zhang & Kan Zhou, 2022. "Study on Driving Factors and Spatial Effects of Environmental Pollution in the Pearl River-Xijiang River Economic Belt, China," IJERPH, MDPI, vol. 19(11), pages 1-13, June.
    4. Hone-Jay Chu & Muhammad Zeeshan Ali, 2020. "Establishment of Regional Concentration–Duration–Frequency Relationships of Air Pollution: A Case Study for PM 2.5," IJERPH, MDPI, vol. 17(4), pages 1-13, 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. Wei Xue & Qingming Zhan & Qi Zhang & Zhonghua Wu, 2019. "Spatiotemporal Variations of Particulate and Gaseous Pollutants and Their Relations to Meteorological Parameters: The Case of Xiangyang, China," IJERPH, MDPI, vol. 17(1), pages 1-23, December.
    2. Qin Liao & Wangqiang Jin & Yan Tao & Jiansheng Qu & Yong Li & Yibo Niu, 2020. "Health and Economic Loss Assessment of PM 2.5 Pollution during 2015–2017 in Gansu Province, China," IJERPH, MDPI, vol. 17(9), pages 1-18, May.
    3. Daoru Liu & Qinli Deng & Zeng Zhou & Yaolin Lin & Junwei Tao, 2018. "Variation Trends of Fine Particulate Matter Concentration in Wuhan City from 2013 to 2017," IJERPH, MDPI, vol. 15(7), pages 1-18, July.
    4. Xiaowei Xu & Daxin Dong & Yilun Wang & Shiying Wang, 2019. "The Impacts of Different Air Pollutants on Domestic and Inbound Tourism in China," IJERPH, MDPI, vol. 16(24), pages 1-15, December.
    5. Fang Xu & Meng Tian & Jie Yang & Guohu Xu, 2020. "Does Environmental Inspection Led by the Central Government Improve the Air Quality in China? The Moderating Role of Public Engagement," Sustainability, MDPI, vol. 12(8), pages 1-27, April.
    6. Lanzi, Elisa & Dellink, Rob & Chateau, Jean, 2018. "The sectoral and regional economic consequences of outdoor air pollution to 2060," Energy Economics, Elsevier, vol. 71(C), pages 89-113.
    7. Li, Qiang & Wang, Shengying & He, Zichun & Li, Hanqiao & Xiang, Erwei, 2023. "Does stock market index adjustment affect environmental information disclosure? Evidence from China," International Review of Financial Analysis, Elsevier, vol. 87(C).
    8. Yanzhao Wang & Jianfei Cao, 2023. "Examining the Effects of Socioeconomic Development on Fine Particulate Matter (PM2.5) in China’s Cities Based on Spatial Autocorrelation Analysis and MGWR Model," IJERPH, MDPI, vol. 20(4), pages 1-23, February.
    9. Héctor Jorquera & Ana María Villalobos, 2020. "Combining Cluster Analysis of Air Pollution and Meteorological Data with Receptor Model Results for Ambient PM 2.5 and PM 10," IJERPH, MDPI, vol. 17(22), pages 1-25, November.
    10. Ellen Banzhaf & Sally Anderson & Gwendoline Grandin & Richard Hardiman & Anne Jensen & Laurence Jones & Julius Knopp & Gregor Levin & Duncan Russel & Wanben Wu & Jun Yang & Marianne Zandersen, 2022. "Urban-Rural Dependencies and Opportunities to Design Nature-Based Solutions for Resilience in Europe and China," Land, MDPI, vol. 11(4), pages 1-25, March.
    11. Rogers Kanee & Precious Ede & Omosivie Maduka & Golden Owhonda & Eric Aigbogun & Khalaf F. Alsharif & Ahmed H. Qasem & Shadi S. Alkhayyat & Gaber El-Saber Batiha, 2021. "Polycyclic Aromatic Hydrocarbon Levels in Wistar Rats Exposed to Ambient Air of Port Harcourt, Nigeria: An Indicator for Tissue Toxicity," IJERPH, MDPI, vol. 18(11), pages 1-21, May.
    12. Hongjun Yu & Jiali Cheng & Shelby Paige Gordon & Ruopeng An & Miao Yu & Xiaodan Chen & Qingli Yue & Jun Qiu, 2018. "Impact of Air Pollution on Sedentary Behavior: A Cohort Study of Freshmen at a University in Beijing, China," IJERPH, MDPI, vol. 15(12), pages 1-12, December.
    13. Ilir Nase & Jim Berry & Alastair Adair, 2016. "Impact of quality-led design on real estate value: a spatiotemporal analysis of city centre apartments," Journal of Property Research, Taylor & Francis Journals, vol. 33(4), pages 309-331, October.
    14. Agarwal, Sumit & Satyanarain, Rengarajan & Sing, Tien Foo & Vollmer, Derek, 2016. "Effects of construction activities on residential electricity consumption: Evidence from Singapore's public housing estates," Energy Economics, Elsevier, vol. 55(C), pages 101-111.
    15. Xiya Zhang & Haibo Hu, 2019. "Combining Data from Multiple Sources to Evaluate Spatial Variations in the Economic Costs of PM 2.5 -Related Health Conditions in the Beijing–Tianjin–Hebei Region," IJERPH, MDPI, vol. 16(20), pages 1-17, October.
    16. Sowmya Malamardi & Katrina A. Lambert & Attahalli Shivanarayanaprasad Praveena & Mahesh Padukudru Anand & Bircan Erbas, 2022. "Time Trends of Greenspaces, Air Pollution, and Asthma Prevalence among Children and Adolescents in India," IJERPH, MDPI, vol. 19(22), pages 1-17, November.
    17. Malayaranjan Sahoo & Narayan Sethi, 2022. "The dynamic impact of urbanization, structural transformation, and technological innovation on ecological footprint and PM2.5: evidence from newly industrialized countries," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(3), pages 4244-4277, March.
    18. Liu, Haoming & Salvo, Alberto, 2017. "Severe Air Pollution and School Absences: Longitudinal Data on Expatriates in North China," IZA Discussion Papers 11134, Institute of Labor Economics (IZA).
    19. Liu, Haiyue & Zhang, Ruchuan & Zhou, Li & Li, Aijun, 2023. "Evaluating the financial performance of companies from the perspective of fund procurement and application: New strategy cross efficiency network data envelopment analysis models," Energy, Elsevier, vol. 269(C).
    20. Nan Jia & Yinshuai Li & Ruishan Chen & Hongbo Yang, 2023. "A Review of Global PM 2.5 Exposure Research Trends from 1992 to 2022," Sustainability, MDPI, vol. 15(13), pages 1-15, July.

    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:16:y:2019:i:23:p:4695-:d:290798. 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.