IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v18y2021i9p4713-d545575.html
   My bibliography  Save this article

Understanding the Differential Impact of Vegetation Measures on Modeling the Association between Vegetation and Psychotic and Non-Psychotic Disorders in Toronto, Canada

Author

Listed:
  • Abu Yousuf Md Abdullah

    (School of Public Health and Health Systems, University of Waterloo, Waterloo, ON N2L 3G1, Canada)

  • Jane Law

    (School of Public Health and Health Systems, University of Waterloo, Waterloo, ON N2L 3G1, Canada
    School of Planning, University of Waterloo, Waterloo, ON N2L 3G1, Canada)

  • Zahid A. Butt

    (School of Public Health and Health Systems, University of Waterloo, Waterloo, ON N2L 3G1, Canada)

  • Christopher M. Perlman

    (School of Public Health and Health Systems, University of Waterloo, Waterloo, ON N2L 3G1, Canada)

Abstract

Considerable debate exists on whether exposure to vegetation cover is associated with better mental health outcomes. Past studies could not accurately capture people’s exposure to surrounding vegetation and heavily relied on non-spatial models, where the spatial autocorrelation and latent covariates could not be adjusted. Therefore, a suite of five different vegetation measures was used to separately analyze the association between vegetation cover and the number of psychotic and non-psychotic disorder cases in the neighborhoods of Toronto, Canada. Three satellite-based and two area-based vegetation measures were used to analyze these associations using Poisson lognormal models under a Bayesian framework. Healthy vegetation cover was found to be negatively associated with both psychotic and non-psychotic disorders. Results suggest that the satellite-based indices, which can measure both the density and health of vegetation cover and are also adjusted for urban and environmental perturbations, could be better alternatives to simple ratio- and area-based measures for understanding the effect of vegetation on mental health. A strong dominance of spatially structured latent covariates was found in the models, highlighting the importance of adopting a spatial approach. This study can provide critical guidelines for selecting appropriate vegetation measures and developing spatial models for future population-based epidemiological research.

Suggested Citation

  • Abu Yousuf Md Abdullah & Jane Law & Zahid A. Butt & Christopher M. Perlman, 2021. "Understanding the Differential Impact of Vegetation Measures on Modeling the Association between Vegetation and Psychotic and Non-Psychotic Disorders in Toronto, Canada," IJERPH, MDPI, vol. 18(9), pages 1-25, April.
    • Handle: RePEc:gam:jijerp:v:18:y:2021:i:9:p:4713-:d:545575
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/18/9/4713/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/1660-4601/18/9/4713/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Bjarnason, Thoroddur & Sigurdardottir, Thordis J., 2003. "Psychological distress during unemployment and beyond: social support and material deprivation among youth in six northern European countries," Social Science & Medicine, Elsevier, vol. 56(5), pages 973-985, March.
    2. Jing Ma & Chunjiang Li & Mei-Po Kwan & Yanwei Chai, 2018. "A Multilevel Analysis of Perceived Noise Pollution, Geographic Contexts and Mental Health in Beijing," IJERPH, MDPI, vol. 15(7), pages 1-18, July.
    3. Giulia Melis & Elena Gelormino & Giulia Marra & Elisa Ferracin & Giuseppe Costa, 2015. "The Effects of the Urban Built Environment on Mental Health: A Cohort Study in a Large Northern Italian City," IJERPH, MDPI, vol. 12(11), pages 1-18, November.
    4. Jane Law & Christopher Perlman, 2018. "Exploring Geographic Variation of Mental Health Risk and Service Utilization of Doctors and Hospitals in Toronto: A Shared Component Spatial Modeling Approach," IJERPH, MDPI, vol. 15(4), pages 1-13, March.
    5. Paul J. Villeneuve & Renate L. Ysseldyk & Ariel Root & Sarah Ambrose & Jason DiMuzio & Neerija Kumar & Monica Shehata & Min Xi & Evan Seed & Xiaojiang Li & Mahdi Shooshtari & Daniel Rainham, 2018. "Comparing the Normalized Difference Vegetation Index with the Google Street View Measure of Vegetation to Assess Associations between Greenness, Walkability, Recreational Physical Activity, and Health," IJERPH, MDPI, vol. 15(8), pages 1-16, August.
    6. LeSage, James P., 1997. "Regression Analysis of Spatial Data," Journal of Regional Analysis and Policy, Mid-Continent Regional Science Association, vol. 27(2), pages 1-12.
    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. Zihan Kan & Mei-Po Kwan & Mee Kam Ng & Hendrik Tieben, 2022. "The Impacts of Housing Characteristics and Built-Environment Features on Mental Health," IJERPH, MDPI, vol. 19(9), pages 1-19, April.
    2. Yinhua Tao & Jie Yang & Yanwei Chai, 2019. "The Anatomy of Health-Supportive Neighborhoods: A Multilevel Analysis of Built Environment, Perceived Disorder, Social Interaction and Mental Health in Beijing," IJERPH, MDPI, vol. 17(1), pages 1-19, December.
    3. Ignacio Miralles & Carlos Granell, 2019. "Considerations for Designing Context-Aware Mobile Apps for Mental Health Interventions," IJERPH, MDPI, vol. 16(7), pages 1-21, April.
    4. David M. Brasington & Diane Hite, 2005. "Demand for Environmental Quality: A Spatial Hedonic Approach," Departmental Working Papers 2005-08, Department of Economics, Louisiana State University.
    5. David Brasington & Don Haurin, 2005. "Capitalization of Parent, School, and Peer Group Components of School Quality into House Price," Departmental Working Papers 2005-04, Department of Economics, Louisiana State University.
    6. Laura M. Wade-Bohleber & Carmen Duss & Aureliano Crameri & Agnes von Wyl, 2020. "Associations of Social and Psychological Resources with Different Facets of Chronic Stress: A Study with Employed and Unemployed Adolescents," IJERPH, MDPI, vol. 17(14), pages 1-17, July.
    7. David Maddison, 2009. "A Spatio‐temporal Model of Farmland Values," Journal of Agricultural Economics, Wiley Blackwell, vol. 60(1), pages 171-189, February.
    8. John Rodwell & Rebecca L. Flower, 2023. "How Layers of Context and Material Deprivation Impact Reemployment in Stable or Casual Work," Social Sciences, MDPI, vol. 12(11), pages 1-17, November.
    9. Joshua C. Hall & Donald J. Lacombe & Joylynn Pruitt, 2017. "Collective bargaining and school district test scores: evidence from Ohio bargaining agreements," Applied Economics Letters, Taylor & Francis Journals, vol. 24(1), pages 35-38, January.
    10. Luisa Alamá-Sabater & Laura Márquez-Ramos & Celestino Suárez-Burguet & J. Miguel Navarro-Azorín, 2012. "Interregional Trade and Transport Connectivity. An Analysis of Spatial Dependence," Working Papers 2012/20, Economics Department, Universitat Jaume I, Castellón (Spain).
    11. Peng Zhou & Siwei Sun & Tao Chen & Yue Pan & Wanqing Xu & Hailu Zhang, 2022. "Impacts of Social Inequality, Air Pollution, Rural–Urban Divides, and Insufficient Green Space on Residents’ Health in China: Insight from Chinese General Social Survey Data Analysis," IJERPH, MDPI, vol. 19(21), pages 1-17, October.
    12. David Brasington, 1999. "Which Measures of School Quality Does the Housing Market Value?," Journal of Real Estate Research, Taylor & Francis Journals, vol. 18(3), pages 395-413, January.
    13. Bernd Jost, 2012. "Price Dispersion, Search Costs and Spatial Competition: Evidence from the Austrian Retail Gasoline Market," NEURUS papers neurusp166, NEURUS - Network of European and US Regional and Urban Studies.
    14. Dongliang Yang & Xiangheng Liu & Zhichao Ren & Mingna Li, 2022. "Relation between Noise Pollution and Life Satisfaction Based on the 2019 Chinese Social Survey," IJERPH, MDPI, vol. 19(12), pages 1-13, June.
    15. Arikan, Cengiz & Yalcin, Yeliz, 2017. "Do The Countries’ Monetary Policies Have Spatial Impact?," MPRA Paper 83407, University Library of Munich, Germany.
    16. Biswas, Arnab, 2012. "Housing submarkets and the impacts of foreclosures on property prices," Journal of Housing Economics, Elsevier, vol. 21(3), pages 235-245.
    17. Yusuf, Arief Anshory & Resosudarmo, Budy P., 2009. "Does clean air matter in developing countries' megacities? A hedonic price analysis of the Jakarta housing market, Indonesia," Ecological Economics, Elsevier, vol. 68(5), pages 1398-1407, March.
    18. Ainara Díaz-Geada & Núria Obradors-Rial & Antoni Baena & Ester Teixidó-Compañó & Ester Colillas-Malet & Narmeen Mallah & Lucía Moure-Rodríguez & Francisco Caamaño-Isorna & Tivy Barón-Garcia, 2021. "Contextual Determinants in Alcohol, Tobacco and Cannabis Consumption, Mood and Bullying during Adolescence," IJERPH, MDPI, vol. 18(16), pages 1-14, August.
    19. James R. Meldrum, 2016. "Floodplain Price Impacts by Property Type in Boulder County, Colorado: Condominiums Versus Standalone Properties," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 64(4), pages 725-750, August.
    20. Fusco, Elisa & Allegrini, Veronica, 2020. "The role of spatial interdependence in local government cost efficiency: An application to waste Italian sector," Socio-Economic Planning Sciences, Elsevier, vol. 69(C).

    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:18:y:2021:i:9:p:4713-:d:545575. 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.