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Do Income, Race and Ethnicity, and Sprawl Influence the Greenspace-Human Health Link in City-Level Analyses? Findings from 496 Cities in the United States

Author

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  • Matthew H. E. M. Browning

    (Department of Recreation, Sport and Tourism, University of Illinois at Urbana-Champaign, Champaign, IL 61820, USA)

  • Alessandro Rigolon

    (Department of Recreation, Sport and Tourism, University of Illinois at Urbana-Champaign, Champaign, IL 61820, USA)

Abstract

Examination of the greenspace—human health relationship operates in at least four dimensions: what is considered greenspace? which moderators and mediators are included? what outcomes are measured? and which units of analysis (e.g., individuals, cities) are studied? We examined three of these four dimensions in a cross-sectional study of 496 of the 500 most populated US cities (total population size = 97,574,613, average population per city = 197,920). Spatial average models tested the effect of two greenspace measures (Normalized Difference Vegetation Index greenness and tree cover) on two outcomes (obesity and mental health), while adjusting for income, race and ethnicity, sprawl, age, sex, physical inactivity, median age of housing, and total population. We conducted analyses at the city scale, which is an understudied unit of analysis, and compared findings to individual- and neighborhood-level studies. In two of four models, greenspace was associated with better health. We found race and ethnicity moderated this relationship with varying results. In full sample analyses, cities with greater percentages of non-Hispanic Whites showed links between higher tree cover and lower obesity but marginal relationships between higher greenness and lower obesity. In subsample analyses with majority-non-Hispanic Black cities, higher tree cover was associated with lower obesity and better mental health. These findings advance previous research by showing that race and ethnicity moderate the greenspace—health link at the city level.

Suggested Citation

  • Matthew H. E. M. Browning & Alessandro Rigolon, 2018. "Do Income, Race and Ethnicity, and Sprawl Influence the Greenspace-Human Health Link in City-Level Analyses? Findings from 496 Cities in the United States," IJERPH, MDPI, vol. 15(7), pages 1-22, July.
    • Handle: RePEc:gam:jijerp:v:15:y:2018:i:7:p:1541-:d:159136
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    References listed on IDEAS

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    1. Seth E Spielman & David C Folch, 2015. "Reducing Uncertainty in the American Community Survey through Data-Driven Regionalization," PLOS ONE, Public Library of Science, vol. 10(2), pages 1-21, February.
    2. Annemarie Ruijsbroek & Mariël Droomers & Hanneke Kruize & Elise Van Kempen & Christopher J. Gidlow & Gemma Hurst & Sandra Andrusaityte & Mark J. Nieuwenhuijsen & Jolanda Maas & Wim Hardyns & Karien St, 2017. "Does the Health Impact of Exposure to Neighbourhood Green Space Differ between Population Groups? An Explorative Study in Four European Cities," IJERPH, MDPI, vol. 14(6), pages 1-15, June.
    3. Colleen E. Reid & Jane E. Clougherty & Jessie L.C. Shmool & Laura D. Kubzansky, 2017. "Is All Urban Green Space the Same? A Comparison of the Health Benefits of Trees and Grass in New York City," IJERPH, MDPI, vol. 14(11), pages 1-18, November.
    4. repec:aph:ajpbhl:10.2105/ajph.2017.303938_1 is not listed on IDEAS
    5. Matthew Browning & Kangjae Lee, 2017. "Within What Distance Does “Greenness” Best Predict Physical Health? A Systematic Review of Articles with GIS Buffer Analyses across the Lifespan," IJERPH, MDPI, vol. 14(7), pages 1-21, June.
    6. Lachowycz, Kate & Jones, Andy P., 2014. "Does walking explain associations between access to greenspace and lower mortality?," Social Science & Medicine, Elsevier, vol. 107(C), pages 9-17.
    7. Birkhead, G.S., 2017. "Successes & continued challenges of electronic health records for chronic disease surveillance," American Journal of Public Health, American Public Health Association, vol. 107(9), pages 1365-1367.
    8. Wei-Lun Tsai & Melissa R. McHale & Viniece Jennings & Oriol Marquet & J. Aaron Hipp & Yu-Fai Leung & Myron F. Floyd, 2018. "Relationships between Characteristics of Urban Green Land Cover and Mental Health in U.S. Metropolitan Areas," IJERPH, MDPI, vol. 15(2), pages 1-12, February.
    9. Mireia Gascon & Margarita Triguero-Mas & David Martínez & Payam Dadvand & Joan Forns & Antoni Plasència & Mark J. Nieuwenhuijsen, 2015. "Mental Health Benefits of Long-Term Exposure to Residential Green and Blue Spaces: A Systematic Review," IJERPH, MDPI, vol. 12(4), pages 1-26, April.
    10. 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.
    11. Stephanie Pincetl, 2003. "Nonprofits and Park Provision in Los Angeles: An Exploration of the Rise of Governance Approaches to the Provision of Local Services," Social Science Quarterly, Southwestern Social Science Association, vol. 84(4), pages 979-1001, December.
    12. Lincoln R Larson & Viniece Jennings & Scott A Cloutier, 2016. "Public Parks and Wellbeing in Urban Areas of the United States," PLOS ONE, Public Library of Science, vol. 11(4), pages 1-19, April.
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    Cited by:

    1. Matthew H. E. M. Browning & Alessandro Rigolon, 2019. "School Green Space and Its Impact on Academic Performance: A Systematic Literature Review," IJERPH, MDPI, vol. 16(3), pages 1-22, February.
    2. Alessandro Rigolon & Matthew H. E. M. Browning & Olivia McAnirlin & Hyunseo (Violet) Yoon, 2021. "Green Space and Health Equity: A Systematic Review on the Potential of Green Space to Reduce Health Disparities," IJERPH, MDPI, vol. 18(5), pages 1-27, March.

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