IDEAS home Printed from https://ideas.repec.org/a/eee/socmed/v311y2022ics0277953622005974.html
   My bibliography  Save this article

Validating a geospatial healthfulness index with self-reported chronic disease and health outcomes

Author

Listed:
  • Sadler, Richard C.
  • Wojciechowski, Thomas W.
  • Buchalski, Zachary
  • Smart, Mieka
  • Mulheron, Megan
  • Todem, David

Abstract

Leveraging community engagement from past research may yield frameworks on which to build new inquiries. We previously integrated community voice into the development of a healthfulness index to increase awareness of social determinants of health in the built environment and inform deployment of public health interventions in the Flint (Michigan, USA) Center for Health Equity Solutions. Here we combine the healthfulness index with self-reported chronic disease and health outcomes (n = 12,279) from a community-based healthcare entity, the Genesee Health Plan. The healthfulness index purports to predict how health-promoting a neighborhood is based on many spatially varying characteristics; by linking our health plan data to this index, we validate the effectiveness of the healthfulness index.

Suggested Citation

  • Sadler, Richard C. & Wojciechowski, Thomas W. & Buchalski, Zachary & Smart, Mieka & Mulheron, Megan & Todem, David, 2022. "Validating a geospatial healthfulness index with self-reported chronic disease and health outcomes," Social Science & Medicine, Elsevier, vol. 311(C).
    • Handle: RePEc:eee:socmed:v:311:y:2022:i:c:s0277953622005974
    DOI: 10.1016/j.socscimed.2022.115291
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0277953622005974
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.socscimed.2022.115291?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. Augustin, T. & Glass, T.A. & James, B.D. & Schwartz, B.S., 2008. "Neighborhood psychosocial hazards and cardiovascular disease: The Baltimore Memory Study," American Journal of Public Health, American Public Health Association, vol. 98(9), pages 1664-1670.
    2. Amber L. Pearson & Richard C. Sadler & Daniel J. Kruger, 2019. "Social Integration may Moderate the Relationship between Neighborhood Vacancy and Mental Health Outcomes: Initial Evidence from Flint, Michigan," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 14(4), pages 1129-1144, September.
    3. Harrington, Daniel W. & Elliott, Susan J., 2009. "Weighing the importance of neighbourhood: A multilevel exploration of the determinants of overweight and obesity," Social Science & Medicine, Elsevier, vol. 68(4), pages 593-600, February.
    4. Richard C. Sadler & Debra Furr-Holden & Ella Greene-Moton & Brian Larkin & Moses Timlin & Dayne Walling & Thomas Wyatt, 2021. "Right Sizing Flint’s Infrastructure in the Wake of the Flint Water Crisis Would Constitute an Additional Environmental Injustice," Journal of the American Planning Association, Taylor & Francis Journals, vol. 87(3), pages 424-432, July.
    5. Richard Casey Sadler & Don J. Lafreniere, 2017. "Racist housing practices as a precursor to uneven neighborhood change in a post-industrial city," Housing Studies, Taylor & Francis Journals, vol. 32(2), pages 186-208, February.
    6. Jesenia M. Pizarro & Richard C. Sadler & Jason Goldstick & Brandon Turchan & Edmund F. McGarrell & Marc A. Zimmerman, 2020. "Community-driven disorder reduction: Crime prevention through a clean and green initiative in a legacy city," Urban Studies, Urban Studies Journal Limited, vol. 57(14), pages 2956-2972, November.
    7. Dustin T. Duncan & Jared Aldstadt & John Whalen & Kellee White & Márcia C. Castro & David R. Williams, 2012. "Space, race, and poverty: Spatial inequalities in walkable neighborhood amenities?," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 26(17), pages 409-448.
    8. Simons, Ronald L. & Lei, Man-Kit & Klopack, Eric & Beach, Steven R.H. & Gibbons, Frederick X. & Philibert, Robert A., 2021. "The effects of social adversity, discrimination, and health risk behaviors on the accelerated aging of African Americans: Further support for the weathering hypothesis," Social Science & Medicine, Elsevier, vol. 282(C).
    9. Hanna-Attisha, M. & LaChance, J. & Sadler, R.C. & Schnepp, A.C., 2016. "Elevated blood lead levels in children associated with the flint drinking water crisis: A spatial analysis of risk and public health response," American Journal of Public Health, American Public Health Association, vol. 106(2), pages 283-290.
    10. Pearson, Amber L. & Pearce, Jamie & Kingham, Simon, 2013. "Deprived yet healthy: Neighbourhood-level resilience in New Zealand," Social Science & Medicine, Elsevier, vol. 91(C), pages 238-245.
    11. Wight, Richard G. & Cummings, Janet R. & Miller-Martinez, Dana & Karlamangla, Arun S. & Seeman, Teresa E. & Aneshensel, Carol S., 2008. "A multilevel analysis of urban neighborhood socioeconomic disadvantage and health in late life," Social Science & Medicine, Elsevier, vol. 66(4), pages 862-872, February.
    12. Yijun Zhang & Suzanne Mavoa & Jinfeng Zhao & Deborah Raphael & Melody Smith, 2020. "The Association between Green Space and Adolescents’ Mental Well-Being: A Systematic Review," IJERPH, MDPI, vol. 17(18), pages 1-26, September.
    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. Jesenia M. Pizarro & Richard C. Sadler & Jason Goldstick & Brandon Turchan & Edmund F. McGarrell & Marc A. Zimmerman, 2020. "Community-driven disorder reduction: Crime prevention through a clean and green initiative in a legacy city," Urban Studies, Urban Studies Journal Limited, vol. 57(14), pages 2956-2972, November.
    2. Richard Casey Sadler & Kristian Larsen, 2022. "Mapping the Way to Good Health: The Interdisciplinary Challenges of Geographers in Medical Research," IJERPH, MDPI, vol. 19(19), pages 1-13, September.
    3. Michelle M. Vine & Kate Mulligan & Rachel Harris & Jennifer L. Dean, 2023. "The Impact of Health Geography on Public Health Research, Policy, and Practice in Canada," IJERPH, MDPI, vol. 20(18), pages 1-14, September.
    4. Sadler, Richard C. & Hippensteel, Christopher & Nelson, Victoria & Greene-Moton, Ella & Furr-Holden, C. Debra, 2019. "Community-engaged development of a GIS-based healthfulness index to shape health equity solutions," Social Science & Medicine, Elsevier, vol. 227(C), pages 63-75.
    5. Ben Klemens, 2022. "An analysis of US domestic migration via subset-stable measures of administrative data," Journal of Computational Social Science, Springer, vol. 5(1), pages 351-382, May.
    6. Rama Natarajan & Dana Aljaber & Dawn Au & Christine Thai & Angelica Sanchez & Alan Nunez & Cristal Resto & Tanya Chavez & Marta M. Jankowska & Tarik Benmarhnia & Jiue-An Yang & Veronica Jones & Jernej, 2020. "Environmental Exposures during Puberty: Window of Breast Cancer Risk and Epigenetic Damage," IJERPH, MDPI, vol. 17(2), pages 1-17, January.
    7. Jason A. Hubbart & Kaylyn S. Gootman, 2021. "A Call to Broaden Investment in Drinking Water Testing and Community Outreach Programs," Challenges, MDPI, vol. 12(2), pages 1-10, December.
    8. Stephanie A. Prince & Elizabeth A. Kristjansson & Katherine Russell & Jean-Michel Billette & Michael Sawada & Amira Ali & Mark S. Tremblay & Denis Prud’homme, 2011. "A Multilevel Analysis of Neighbourhood Built and Social Environments and Adult Self-Reported Physical Activity and Body Mass Index in Ottawa, Canada," IJERPH, MDPI, vol. 8(10), pages 1-26, October.
    9. Gindo Tampubolon & S. V. Subramanian & Ichiro Kawachi, 2013. "Neighbourhood Social Capital And Individual Self‐Rated Health In Wales," Health Economics, John Wiley & Sons, Ltd., vol. 22(1), pages 14-21, January.
    10. Megan Teychenne & Kylie Ball & Jo Salmon, 2012. "Educational Inequalities in Women’s Depressive Symptoms: The Mediating Role of Perceived Neighbourhood Characteristics," IJERPH, MDPI, vol. 9(12), pages 1-13, November.
    11. Kai Chen & Xiaoping Lin & Han Wang & Yujie Qiang & Jie Kong & Rui Huang & Haining Wang & Hui Liu, 2022. "Visualizing the Knowledge Base and Research Hotspot of Public Health Emergency Management: A Science Mapping Analysis-Based Study," Sustainability, MDPI, vol. 14(12), pages 1-23, June.
    12. Belon, Ana Paula & Nieuwendyk, Laura M. & Vallianatos, Helen & Nykiforuk, Candace I.J., 2014. "How community environment shapes physical activity: Perceptions revealed through the PhotoVoice method," Social Science & Medicine, Elsevier, vol. 116(C), pages 10-21.
    13. Amber L. Pearson & Catherine D. Brown & Aaron Reuben & Natalie Nicholls & Karin A. Pfeiffer & Kimberly A. Clevenger, 2023. "Elementary Classroom Views of Nature Are Associated with Lower Child Externalizing Behavior Problems," IJERPH, MDPI, vol. 20(9), pages 1-14, April.
    14. Na’Taki Osborne Jelks & Viniece Jennings & Alessandro Rigolon, 2021. "Green Gentrification and Health: A Scoping Review," IJERPH, MDPI, vol. 18(3), pages 1-23, January.
    15. Hannaliis Jaadla & Alice Reid, 2017. "The geography of early childhood mortality in England and Wales, 1881–1911," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 37(58), pages 1861-1890.
    16. Gary S. Young & Mary A. Fox & Michael Trush & Norma Kanarek & Thomas A. Glass & Frank C. Curriero, 2012. "Differential Exposure to Hazardous Air Pollution in the United States: A Multilevel Analysis of Urbanization and Neighborhood Socioeconomic Deprivation," IJERPH, MDPI, vol. 9(6), pages 1-22, June.
    17. Richard Casey Sadler & Amanda Y. Kong & Zachary Buchalski & Erika Renee Chanderraj & Laura A. Carravallah, 2021. "Linking the Flint Food Store Survey: Is Objective or Perceived Access to Healthy Foods Associated with Glycemic Control in Patients with Type 2 Diabetes?," IJERPH, MDPI, vol. 18(19), pages 1-13, September.
    18. Stephen Matthews & Daniel M. Parker, 2013. "Progress in Spatial Demography," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 28(10), pages 271-312.
    19. Matthew Tuson & Matthew Yap & Mei Ruu Kok & Bryan Boruff & Kevin Murray & Alistair Vickery & Berwin A. Turlach & David Whyatt, 2022. "Improving the Efficiency of Geographic Target Regions for Healthcare Interventions," IJERPH, MDPI, vol. 19(22), pages 1-22, November.
    20. International Food Policy Research Institute (IFPRI), 2016. "Global Nutrition Report 2016: From Promise to Impact: Ending Malnutrition by 2030," IFPRI books, International Food Policy Research Institute (IFPRI), number 978-0-89629-584-1.

    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:311:y:2022:i:c:s0277953622005974. 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.