IDEAS home Printed from https://ideas.repec.org/a/eee/socmed/v133y2015icp242-252.html
   My bibliography  Save this article

A scalable climate health justice assessment model

Author

Listed:
  • McDonald, Yolanda J.
  • Grineski, Sara E.
  • Collins, Timothy W.
  • Kim, Young-An

Abstract

This paper introduces a scalable “climate health justice” model for assessing and projecting incidence, treatment costs, and sociospatial disparities for diseases with well-documented climate change linkages. The model is designed to employ low-cost secondary data, and it is rooted in a perspective that merges normative environmental justice concerns with theoretical grounding in health inequalities. Since the model employs International Classification of Diseases, Ninth Revision Clinical Modification (ICD-9-CM) disease codes, it is transferable to other contexts, appropriate for use across spatial scales, and suitable for comparative analyses. We demonstrate the utility of the model through analysis of 2008–2010 hospitalization discharge data at state and county levels in Texas (USA). We identified several disease categories (i.e., cardiovascular, gastrointestinal, heat-related, and respiratory) associated with climate change, and then selected corresponding ICD-9 codes with the highest hospitalization counts for further analyses. Selected diseases include ischemic heart disease, diarrhea, heat exhaustion/cramps/stroke/syncope, and asthma. Cardiovascular disease ranked first among the general categories of diseases for age-adjusted hospital admission rate (5286.37 per 100,000). In terms of specific selected diseases (per 100,000 population), asthma ranked first (517.51), followed by ischemic heart disease (195.20), diarrhea (75.35), and heat exhaustion/cramps/stroke/syncope (7.81). Charges associated with the selected diseases over the 3-year period amounted to US$5.6 billion. Blacks were disproportionately burdened by the selected diseases in comparison to non-Hispanic whites, while Hispanics were not. Spatial distributions of the selected disease rates revealed geographic zones of disproportionate risk. Based upon a downscaled regional climate-change projection model, we estimate a >5% increase in the incidence and treatment costs of asthma attributable to climate change between the baseline and 2040–2050 in Texas. Additionally, the inequalities described here will be accentuated, with blacks facing amplified health disparities in the future. These predicted trends raise both intergenerational and distributional climate health justice concerns.

Suggested Citation

  • McDonald, Yolanda J. & Grineski, Sara E. & Collins, Timothy W. & Kim, Young-An, 2015. "A scalable climate health justice assessment model," Social Science & Medicine, Elsevier, vol. 133(C), pages 242-252.
    • Handle: RePEc:eee:socmed:v:133:y:2015:i:c:p:242-252
    DOI: 10.1016/j.socscimed.2014.10.032
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0277953614006789
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.socscimed.2014.10.032?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Hackbarth, Andrew D. & Romley, John A. & Goldman, Dana P., 2011. "Racial and ethnic disparities in hospital care resulting from air pollution in excess of federal standards," Social Science & Medicine, Elsevier, vol. 73(8), pages 1163-1168.
    2. Bosello, Francesco & Roson, Roberto & Tol, Richard S.J., 2006. "Economy-wide estimates of the implications of climate change: Human health," Ecological Economics, Elsevier, vol. 58(3), pages 579-591, June.
    3. Francesco Bosello & Andrea Bigano & Roberto Roson & Richard S.J. Tol, 2006. "Economy-Wide Estimates of the Implications of Climate Change: A Joint Analysis for Sea Level Rise and Tourism," Working Papers 2006.135, Fondazione Eni Enrico Mattei.
    4. Nazroo, J.Y., 2003. "The structuring of ethnic inequalities in health: Economic position, racial discrimination, and racism," American Journal of Public Health, American Public Health Association, vol. 93(2), pages 277-284.
    5. Rochelle Green & Rupa Basu & Brian Malig & Rachel Broadwin & Janice Kim & Bart Ostro, 2010. "The effect of temperature on hospital admissions in nine California counties," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 55(2), pages 113-121, April.
    6. Chakraborty, J. & Maantay, J.A. & Brender, J.D., 2011. "Disproportionate proximity to environmental health hazards: Methods, models, and measurement," American Journal of Public Health, American Public Health Association, vol. 101(SUPPL. 1), pages 27-36.
    7. Seth Shonkoff & Rachel Morello-Frosch & Manuel Pastor & James Sadd, 2011. "The climate gap: environmental health and equity implications of climate change and mitigation policies in California—a review of the literature," Climatic Change, Springer, vol. 109(1), pages 485-503, December.
    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. Mary A. Fox & L. Elizabeth Brewer & Lawrence Martin, 2017. "An Overview of Literature Topics Related to Current Concepts, Methods, Tools, and Applications for Cumulative Risk Assessment (2007–2016)," IJERPH, MDPI, vol. 14(4), pages 1-28, April.
    2. Michael T. Schmeltz & Elisaveta P. Petkova & Janet L. Gamble, 2016. "Economic Burden of Hospitalizations for Heat-Related Illnesses in the United States, 2001–2010," IJERPH, MDPI, vol. 13(9), pages 1-11, September.

    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. Marko Korhonen & Suvi Kangasrääsiö & Rauli Svento, 2017. "Climate change and mortality: Evidence from 23 developed countries between 1960 and 2010," Proceedings of International Academic Conferences 5107635, International Institute of Social and Economic Sciences.
    2. Eboli, Fabio & Parrado, Ramiro & Roson, Roberto, 2010. "Climate-change feedback on economic growth: explorations with a dynamic general equilibrium model," Environment and Development Economics, Cambridge University Press, vol. 15(5), pages 515-533, October.
    3. Roson, Roberto & Damania, Richard, 2016. "Simulating the Macroeconomic Impact of Future Water Scarcity an Assessment of Alternative Scenarios," Conference papers 332687, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    4. Roberto Roson & Martina Sartori, 2016. "Estimation of Climate Change Damage Functions for 140 Regions in the GTAP 9 Database," Journal of Global Economic Analysis, Center for Global Trade Analysis, Department of Agricultural Economics, Purdue University, vol. 1(2), pages 78-115, December.
    5. Bosello, Francesco & Orecchia, Carlo & Parrado, Ramiro, 2013. "The additional contribution of non-CO2 mitigation in climate policy costs and efforts in Europe," Conference papers 332363, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    6. Margherita Grasso & Matteo Manera & Aline Chiabai & Anil Markandya, 2012. "The Health Effects of Climate Change: A Survey of Recent Quantitative Research," IJERPH, MDPI, vol. 9(5), pages 1-25, April.
    7. Francesco Bosello & Carlo Orecchia & David A. Raitzer, 2016. "Decarbonization Pathways in Southeast Asia: New Results for Indonesia, Malaysia, Philippines, Thailand and Viet Nam," Working Papers 2016.75, Fondazione Eni Enrico Mattei.
    8. Francesco Bosello & Lorenza Campagnolo & Raffaello Cervigni & Fabio Eboli, 2018. "Climate Change and Adaptation: The Case of Nigerian Agriculture," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 69(4), pages 787-810, April.
    9. Boureima Sawadogo, 2022. "Drought Impacts on the Crop Sector and Adaptation Options in Burkina Faso: A Gender-Focused Computable General Equilibrium Analysis," Sustainability, MDPI, vol. 14(23), pages 1-22, November.
    10. Laetitia H. M. Schmitt & Hilary M. Graham & Piran C. L. White, 2016. "Economic Evaluations of the Health Impacts of Weather-Related Extreme Events: A Scoping Review," IJERPH, MDPI, vol. 13(11), pages 1-19, November.
    11. Sigit Perdana & Rod Tyers, 2020. "Global Climate Change Mitigation: Strategic Incentives," The Energy Journal, , vol. 41(3), pages 183-206, May.
    12. Guido Franco & Daniel Cayan & Susanne Moser & Michael Hanemann & Myoung-Ae Jones, 2011. "Second California Assessment: integrated climate change impacts assessment of natural and managed systems. Guest editorial," Climatic Change, Springer, vol. 109(1), pages 1-19, December.
    13. Tol, Richard S.J., 2006. "Why Worry About Climate Change? A Research Agenda," Climate Change Modelling and Policy Working Papers 12047, Fondazione Eni Enrico Mattei (FEEM).
    14. De Souza Ferreira Filho, Joaquim Bento, 1999. "Trade Creation X Trade Diversion: Evidences from the GTAP Model in the Mercosur Integration Process," Conference papers 330889, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    15. Veronika Huber & Dolores Ibarreta & Katja Frieler, 2017. "Cold- and heat-related mortality: a cautionary note on current damage functions with net benefits from climate change," Climatic Change, Springer, vol. 142(3), pages 407-418, June.
    16. Anil Markandya, 2017. "State of Knowledge on Climate Change, Water, and Economics," World Bank Publications - Reports 26491, The World Bank Group.
    17. Dannenberg, Astrid & Mennel, Tim & Osberghaus, Daniel & Sturm, Bodo, 2009. "The economics of adaptation to climate change: the case of Germany," ZEW Discussion Papers 09-057, ZEW - Leibniz Centre for European Economic Research.
    18. Shahzad Alvi & Faisal Jamil & Roberto Roson & Martina Sartori, 2020. "Do Farmers Adapt to Climate Change? A Macro Perspective," Agriculture, MDPI, vol. 10(6), pages 1-12, June.
    19. Ochuodho, T.O. & Lantz, V.A. & Lloyd-Smith, P. & Benitez, P., 2012. "Regional economic impacts of climate change and adaptation in Canadian forests: A CGE modeling analysis," Forest Policy and Economics, Elsevier, vol. 25(C), pages 100-112.
    20. Kyriaki Remoundou & Phoebe Koundouri, 2009. "Environmental Effects on Public Health: An Economic Perspective," IJERPH, MDPI, vol. 6(8), pages 1-19, 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:eee:socmed:v:133:y:2015:i:c:p:242-252. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/315/description#description .

    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.