IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v16y2019i10p1866-d234642.html
   My bibliography  Save this article

Interactions between Ambient Air Particles and Greenness on Cause-specific Mortality in Seven Korean Metropolitan Cities, 2008–2016

Author

Listed:
  • Sera Kim

    (BK21PLUS Program in ‘Embodiment: Health-Society Interaction’, Department of Public Health Science, Graduate School, Korea University, Seoul 02841, Korea)

  • Honghyok Kim

    (BK21PLUS Program in ‘Embodiment: Health-Society Interaction’, Department of Public Health Science, Graduate School, Korea University, Seoul 02841, Korea)

  • Jong-Tae Lee

    (BK21PLUS Program in ‘Embodiment: Health-Society Interaction’, Department of Public Health Science, Graduate School, Korea University, Seoul 02841, Korea
    School of Health Policy and Management, College of Health Science, Korea University, Seoul 02841, Korea)

Abstract

This study aims to investigate the association of particulate matter with an aerodynamic diameter smaller than 10 μm (PM 10 ) and greenness with cause-specific mortality and their interactions in seven Korean metropolitan cities. We obtained the annual standardized cause-specific mortality rates, annual mean concentration of PM 10 , and annual Normalized Difference Vegetation Index (NDVI) for 73 districts for the period 2008–2016. We used negative binomial regression with city-specific random effects to estimate the association of PM 10 and greenness with mortality. The models were adjusted for potential confounders and spatial autocorrelation. We also conducted stratified analyses to investigate whether the association between PM 10 and mortality differs by the level of greenness. Our findings suggest an increased risk of all causes examined, except respiratory disease mortality, with high levels of PM 10 and decreased risk of cardiovascular-related mortality with a high level of greenness. In the stratified analyses, we found interactions between PM 10 and greenness, but these interactions in the opposite direction depend on the cause of death. The effects of PM 10 on cardiovascular-related mortality were attenuated in greener areas, whereas the effects of PM 10 on non-accidental mortality were attenuated in less green areas. Further studies are needed to explore the underlying mechanisms.

Suggested Citation

  • Sera Kim & Honghyok Kim & Jong-Tae Lee, 2019. "Interactions between Ambient Air Particles and Greenness on Cause-specific Mortality in Seven Korean Metropolitan Cities, 2008–2016," IJERPH, MDPI, vol. 16(10), pages 1-10, May.
    • Handle: RePEc:gam:jijerp:v:16:y:2019:i:10:p:1866-:d:234642
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/16/10/1866/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/1660-4601/16/10/1866/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Winkleby, M.A. & Jatulis, D.E. & Frank, E. & Fortmann, S.P., 1992. "Socioeconomic status and health: How education, income, and occupation contribute to risk factors for cardiovascular disease," American Journal of Public Health, American Public Health Association, vol. 82(6), pages 816-820.
    2. Frank, Lawrence Douglas & Saelens, Brian E. & Powell, Ken E. & Chapman, James E., 2007. "Stepping towards causation: Do built environments or neighborhood and travel preferences explain physical activity, driving, and obesity?," Social Science & Medicine, Elsevier, vol. 65(9), pages 1898-1914, November.
    3. Kaczynski, A.T. & Potwarka, L.R. & Saelens P, B.E., 2008. "Association of park size, distance, and features with physical activity in neighborhood parks," American Journal of Public Health, American Public Health Association, vol. 98(8), pages 1451-1456.
    4. Piers MacNaughton & Erika Eitland & Itai Kloog & Joel Schwartz & Joseph Allen, 2017. "Impact of Particulate Matter Exposure and Surrounding “Greenness” on Chronic Absenteeism in Massachusetts Public Schools," IJERPH, MDPI, vol. 14(2), pages 1-11, February.
    5. Qingkun Song & David C. Christiani & XiaorongWang & Jun Ren, 2014. "The Global Contribution of Outdoor Air Pollution to the Incidence, Prevalence, Mortality and Hospital Admission for Chronic Obstructive Pulmonary Disease: A Systematic Review and Meta-Analysis," IJERPH, MDPI, vol. 11(11), pages 1-11, November.
    6. Michelle C. Kondo & Jaime M. Fluehr & Thomas McKeon & Charles C. Branas, 2018. "Urban Green Space and Its Impact on Human Health," IJERPH, MDPI, vol. 15(3), pages 1-28, March.
    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. Andreia Teixeira & Ronaldo Gabriel & José Martinho & Irene Oliveira & Mário Santos & Graça Pinto & Helena Moreira, 2023. "Distance to Natural Environments, Physical Activity, Sleep, and Body Composition in Women: An Exploratory Analysis," IJERPH, MDPI, vol. 20(4), pages 1-20, February.
    2. Zhao, Chuyun & Tang, Jinjun & Kong, Xiangxin & Yu, Tianjian & Li, Zhitao, 2024. "Emission analysis of multi-mode public transportation based on joint choice model considering built environment factors," Energy, Elsevier, vol. 309(C).
    3. Hamdi Lemamsha & Chris Papadopoulos & Gurch Randhawa, 2018. "Perceived Environmental Factors Associated with Obesity in Libyan Men and Women," IJERPH, MDPI, vol. 15(2), pages 1-16, February.
    4. Adorno, Bruno Vargas & Pereira, Rafael Henrique Moraes & Amaral, Silvana, 2025. "Combining spatial clustering and spatial regression models to understand distributional inequities in access to urban green spaces," OSF Preprints sc9wp_v1, Center for Open Science.
    5. Jake M. Najman & William Wang & Maria Plotnikova & Abdullah A. Mamun & David McIntyre & Gail M. Williams & James G. Scott & William Bor & Alexandra M. Clavarino, 0. "Poverty over the early life course and young adult cardio-metabolic risk," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 0, pages 1-10.
    6. M. Vernay & B. Salanave & C. Peretti & C. Druet & A. Malon & V. Deschamps & S. Hercberg & K. Castetbon, 2013. "Metabolic syndrome and socioeconomic status in France: The French Nutrition and Health Survey (ENNS, 2006–2007)," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 58(6), pages 855-864, December.
    7. Syed Hasan & Odmaa Narantungalag, & Martin Berka, 2022. "The intended and unintended consequences of large electricity subsidies: evidence from Mongolia," Discussion Papers 2202, School of Economics and Finance, Massey University, New Zealand.
    8. Chunping Han, 2014. "Health Implications of Socioeconomic Characteristics, Subjective Social Status, and Perceptions of Inequality: An Empirical Study of China," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 119(2), pages 495-514, November.
    9. Hui, Ling Chui & Jim, C.Y., 2022. "Urban-greenery demands are affected by perceptions of ecosystem services and disservices, and socio-demographic and environmental-cultural factors," Land Use Policy, Elsevier, vol. 120(C).
    10. Wenjian Zhou & Jianming Hou & Meng Sun & Chang Wang, 2022. "The Impact of Family Socioeconomic Status on Elderly Health in China: Based on the Frailty Index," IJERPH, MDPI, vol. 19(2), pages 1-14, January.
    11. Manka Eunice Fuh & Brice Wilfried Obiang-Obounou*, 2019. "Overview of Migrant Women’s Health in South Korea: Policy Recommendations," The Journal of Social Sciences Research, Academic Research Publishing Group, vol. 5(3), pages 709-714, 03-2019.
    12. Amber L. Pearson & Victoria Breeze & Aaron Reuben & Gwen Wyatt, 2021. "Increased Use of Porch or Backyard Nature during COVID-19 Associated with Lower Stress and Better Symptom Experience among Breast Cancer Patients," IJERPH, MDPI, vol. 18(17), pages 1-13, August.
    13. Malik, Khyati & Kim, Sowon & Cultice, Brian J., 2023. "The impact of remote work on green space values in regional housing markets," Journal of Housing Economics, Elsevier, vol. 62(C).
    14. Melissa P L Chan & Robert S Weinhold & Reuben Thomas & Julia M Gohlke & Christopher J Portier, 2015. "Environmental Predictors of US County Mortality Patterns on a National Basis," PLOS ONE, Public Library of Science, vol. 10(12), pages 1-25, December.
    15. Xiaohu Zhang & Scott Melbourne & Chinmoy Sarkar & Alain Chiaradia & Chris Webster, 2020. "Effects of green space on walking: Does size, shape and density matter?," Urban Studies, Urban Studies Journal Limited, vol. 57(16), pages 3402-3420, December.
    16. Kajosaari, Anna & Hasanzadeh, Kamyar & Kyttä, Marketta, 2019. "Residential dissonance and walking for transport," Journal of Transport Geography, Elsevier, vol. 74(C), pages 134-144.
    17. Wenjia Zhang & Ming Zhang, 2018. "Incorporating land use and pricing policies for reducing car dependence: Analytical framework and empirical evidence," Urban Studies, Urban Studies Journal Limited, vol. 55(13), pages 3012-3033, October.
    18. Fei Qin & Yiqing Song & George P Nassis & Lina Zhao & Yanan Dong & Cuicui Zhao & Yiwei Feng & Jiexiu Zhao, 2020. "Physical Activity, Screen Time, and Emotional Well-Being during the 2019 Novel Coronavirus Outbreak in China," IJERPH, MDPI, vol. 17(14), pages 1-16, July.
    19. A. Haven Kiers & Billy Krimmel & Caroline Larsen-Bircher & Kate Hayes & Ash Zemenick & Julia Michaels, 2022. "Different Jargon, Same Goals: Collaborations between Landscape Architects and Ecologists to Maximize Biodiversity in Urban Lawn Conversions," Land, MDPI, vol. 11(10), pages 1-18, September.
    20. Julian A. Reed & Rachel M. Ballard & Michael Hill & David Berrigan, 2020. "Identification of Effective Programs to Improve Access to and Use of Trails among Youth from Under-Resourced Communities: A Review," IJERPH, MDPI, vol. 17(21), pages 1-33, October.

    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:10:p:1866-:d:234642. 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.