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Patwary MM, Bardhan M, Browning MHEM, Astell-Burt T, van den Bosch M, Dong J, Dzhambov AM, Dadvand P, Fasolino T, Markevych I, McAnirlin O, Nieuwenhuijsen MJ, White MP, Van Den Eeden SK. The economics of nature's healing touch: A systematic review and conceptual framework of green space, pharmaceutical prescriptions, and healthcare expenditure associations. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 914:169635. [PMID: 38159779 DOI: 10.1016/j.scitotenv.2023.169635] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/05/2023] [Revised: 12/20/2023] [Accepted: 12/21/2023] [Indexed: 01/03/2024]
Abstract
Green spaces play a crucial role in promoting sustainable and healthy lives. Recent evidence shows that green space also may reduce the need for healthcare, prescription medications, and associated costs. This systematic review provides the first comprehensive assessment of the available literature examining green space exposure and its associations with healthcare prescriptions and expenditures. We applied Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) guidelines to search MEDLINE, Scopus, and Web of Science for observational studies published in English through May 6, 2023. A quality assessment of the included studies was conducted using the Office of Health Assessment and Translation (OHAT) tool, and the Grading of Recommendations, Assessment, Development, and Evaluations (GRADE) assessment was used to evaluate the overall quality of evidence. Our search retrieved 26 studies that met the inclusion criteria and were included in our review. Among these, 20 studies (77 % of the total) showed beneficial associations of green space exposure with healthcare prescriptions or expenditures. However, most studies had risks of bias, and the overall strength of evidence for both outcomes was limited. Based on our findings and related bodies of literature, we present a conceptual framework to explain the possible associations and complex mechanisms underlying green space and healthcare outcomes. The framework differs from existing green space and health models by including upstream factors related to healthcare access (i.e., rurality and socioeconomic status), which may flip the direction of associations. Additional research with lower risks of bias is necessary to validate this framework and better understand the potential for green space to reduce healthcare prescriptions and expenditures.
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Affiliation(s)
- Muhammad Mainuddin Patwary
- Environment and Sustainability Research Initiative, Khulna, Bangladesh; Environmental Science Discipline, Life Science School, Khulna University, Khulna, Bangladesh.
| | - Mondira Bardhan
- Environment and Sustainability Research Initiative, Khulna, Bangladesh; Department of Park, Recreation and Tourism Management, Clemson University, Clemson, SC, USA
| | - Matthew H E M Browning
- Department of Park, Recreation and Tourism Management, Clemson University, Clemson, SC, USA.
| | - Thomas Astell-Burt
- School of Architecture, Design, and Planning, University of Sydney, Australia
| | - Matilda van den Bosch
- ISGlobal, Barcelona, Spain; European Forest Institute, Biocities Facility, Rome, Italy; Universitat Pompeu Fabra (UPF), Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | - Jiaying Dong
- Department of Park, Recreation and Tourism Management, Clemson University, Clemson, SC, USA; School of Architecture, Clemson University, Clemson, SC, USA
| | - Angel M Dzhambov
- Research Group "Health and Quality of Life in a Green and Sustainable Environment", Strategic Research and Innovation Program for the Development of MU - Plovdiv, Medical University of Plovdiv, Plovdiv, Bulgaria; Environmental Health Division, Research Institute at Medical University of Plovdiv, Medical University of Plovdiv, Plovdiv, Bulgaria; Department of Hygiene, Faculty of Public Health, Medical University of Plovdiv, Plovdiv, Bulgaria; Institute of Highway Engineering and Transport Planning, Graz University of Technology, Graz, Austria
| | - Payam Dadvand
- ISGlobal, Barcelona, Spain; Universitat Pompeu Fabra (UPF), Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | | | - Iana Markevych
- Research Group "Health and Quality of Life in a Green and Sustainable Environment", Strategic Research and Innovation Program for the Development of MU - Plovdiv, Medical University of Plovdiv, Plovdiv, Bulgaria; Environmental Health Division, Research Institute at Medical University of Plovdiv, Medical University of Plovdiv, Plovdiv, Bulgaria; Institute of Psychology, Jagiellonian University, Krakow, Poland
| | - Olivia McAnirlin
- Department of Park, Recreation and Tourism Management, Clemson University, Clemson, SC, USA
| | - Mark J Nieuwenhuijsen
- ISGlobal, Barcelona, Spain; Universitat Pompeu Fabra (UPF), Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | - Mathew P White
- Cognitive Science Hub, University of Vienna, Vienna, Austria
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Browning MHEM, Locke DH, Konijnendijk C, Labib SM, Rigolon A, Yeager R, Bardhan M, Berland A, Dadvand P, Helbich M, Li F, Li H, James P, Klompmaker J, Reuben A, Roman LA, Tsai WL, Patwary M, O'Neil-Dunne J, Ossola A, Wang R, Yang B, Yi L, Zhang J, Nieuwenhuijsen M. Measuring the 3-30-300 rule to help cities meet nature access thresholds. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 907:167739. [PMID: 37832672 PMCID: PMC11090249 DOI: 10.1016/j.scitotenv.2023.167739] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/20/2023] [Revised: 10/04/2023] [Accepted: 10/09/2023] [Indexed: 10/15/2023]
Abstract
The 3-30-300 rule offers benchmarks for cities to promote equitable nature access. It dictates that individuals should see three trees from their dwelling, have 30 % tree canopy in their neighborhood, and live within 300 m of a high-quality green space. Implementing this demands thorough measurement, monitoring, and evaluation methods, yet little guidance is currently available to pursue these actions. To overcome this gap, we employed an expert-based consensus approach to review the available ways to measure 3-30-300 as well as each measure's strengths and weaknesses. We described seven relevant data and processes: vegetation indices, street level analyses, tree inventories, questionnaires, window view analyses, land cover maps, and green space maps. Based on the reviewed strengths and weaknesses of each measure, we presented a suitability matrix to link recommended measures with each component of the rule. These recommendations included surveys and window-view analyses for the '3 component', high-resolution land cover maps for the '30 component', and green space maps with network analyses for the '300 component'. These methods, responsive to local situations and resources, not only implement the 3-30-300 rule but foster broader dialogue on local desires and requirements. Consequently, these techniques can guide strategic investments in urban greening for health, equity, biodiversity, and climate adaptation.
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Affiliation(s)
- M H E M Browning
- Virtual Reality and Nature Lab, Department of Parks, Recreation and Tourism Management, Clemson University, Clemson, SC 29631, USA.
| | - D H Locke
- USDA Forest Service, Northern Research Station, Baltimore Field Station, Suite 350, 5523 Research Park Drive, Baltimore, MD 21228, USA.
| | - C Konijnendijk
- Nature Based Solutions Institute - Dutch Office, Zeist, the Netherlands
| | - S M Labib
- Department of Human Geography and Spatial Planning, Faculty of Geosciences, Utrecht University, Utrecht, the Netherlands
| | - A Rigolon
- Department of City and Metropolitan Planning, The University of Utah, Salt Lake City, UT 84112, USA
| | - R Yeager
- Division of Environmental Medicine, School of Medicine, University of Louisville, Louisville, KY 40202, USA
| | - M Bardhan
- Virtual Reality and Nature Lab, Department of Parks, Recreation and Tourism Management, Clemson University, Clemson, SC 29631, USA; Environment and Sustainability Research Initiative, Khulna 9208, Bangladesh
| | - A Berland
- Department of Geography and Meteorology, Ball State University, Muncie, IN 47306, USA
| | - P Dadvand
- ISGlobal, Doctor Aiguader 88, 08003 Barcelona, Spain; Universitat Pompeu Fabra (UPF), Doctor Aiguader 88, 08003 Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Melchor Fernández Almagro, 3-5, 28029 Madrid, Spain
| | - M Helbich
- Department of Human Geography and Spatial Planning, Faculty of Geosciences, Utrecht University, Utrecht, the Netherlands
| | - F Li
- Virtual Reality and Nature Lab, Department of Parks, Recreation and Tourism Management, Clemson University, Clemson, SC 29631, USA
| | - H Li
- College of Physical Education, Southwest University, Chongqing 400715, China
| | - P James
- Harvard T.H. Chan School of Public Health, Boston, MA, USA; Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA, USA
| | - J Klompmaker
- Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - A Reuben
- Department of Psychology & Neuroscience, Duke University, Durham, NC, 27705, USA
| | - L A Roman
- USDA Forest Service, Pacific Southwest Research Station & Northern Research Station, 4995 Canyon Crest Dr., Riverside, CA 92507, USA
| | - W-L Tsai
- Office of Research and Development, U.S. Environmental Protection Agency, Research Triangle Park, NC, USA
| | - M Patwary
- Environment and Sustainability Research Initiative, Khulna 9208, Bangladesh; Environmental Science Discipline, Life Science School, Khulna University, Khulna 9208, Bangladesh
| | - J O'Neil-Dunne
- Spatial Analysis Lab, Rubenstein School of Environment and Natural Resources, University of Vermont, Burlington, VT, USA
| | - A Ossola
- Department of Plant Sciences, University of California Davis, Davis, CA, 95616, USA; School of Ecosystem and Forest Science, University of Melbourne, VIC, Australia
| | - R Wang
- Centre for Public Health, Queen's University Belfast, Northern Ireland, UK
| | - B Yang
- Department of Occupational and Environmental Health, School of Public Health, Sun Yat-Sen University, Guangzhou 510080, China
| | - L Yi
- Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - J Zhang
- College of Landscape Architecture, Nanjing Forestry University, Nanjing, China
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Spano G, Nobile F, Giannico V, Elia M, Michelozzi P, Bosco A, Dadvand P, Sanesi G, Stafoggia M. Two- and three-dimensional indicators of green and grey space exposure and psychiatric conditions and medicine use: A longitudinal study in a large population-based Italian cohort. ENVIRONMENT INTERNATIONAL 2023; 182:108320. [PMID: 37976839 DOI: 10.1016/j.envint.2023.108320] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/03/2023] [Revised: 11/08/2023] [Accepted: 11/09/2023] [Indexed: 11/19/2023]
Abstract
BACKGROUND Evidence available on the associations between urban greenness and mental health is mainly based on cross-sectional studies and has relied on 2D indicators of greenness. This longitudinal study aimed at investigating the association between 2D and 3D indicators of green and grey spaces and incident mental health-related outcomes in a large population-based cohort. METHODS Our study used data from 593,894 Italian adults (≥30 years) from the Rome Longitudinal Study. Mental health outcomes were defined using either drug prescriptions (antidepressants, antipsychotics, lithium and other mood stabilisers, and anxiolytics, hypnotics and sedatives), or hospitalisation records (for schizophrenia spectrum disorder, depression, anxiety, stress-related and somatoform, or substance use disorders). We obtained 2D and 3D indicators of green and grey exposures including Normalized Difference Vegetation Index (NDVI), green volume, grey volume, number of trees, and Normalized Difference Green-Grey Volume Index around participants' homes. Cox proportional hazards regression models were developed to estimate the association of green and grey space exposure and psychiatric conditions and medicine use, adjusted for relevant covariates. RESULTS We found beneficial associations of NDVI and the number of trees with antipsychotic and lithium and other mood stabiliser drugs. We also observed detrimental associations between grey volume and lithium and other mood stabilisers and anxiolytic, hypnotic and sedative drugs. Finally, we found a protective association of the NDGG with lithium and other mood stabilisers (HR: 0.977; 95% CI: 0.965-0.990) and anxiolytic, hypnotic and sedative drugs (HR: 0.851; 95% CI: 0.762-0.950). The associations for hospitalisation for psychiatric conditions were less consistent and generally not statistically significant. CONCLUSIONS Findings suggested that higher greenness areas around residential addresses are associated with reduced use of drugs for psychiatric conditions, while the opposite is true for higher grey space exposure. The study highlights the importance of accurately characterising green and grey spaces, using novel exposure indicators.
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Affiliation(s)
- Giuseppina Spano
- Department of Education, Psychology, Communication Sciences, University of Bari Aldo Moro, Bari, Italy
| | - Federica Nobile
- Department of Epidemiology, Lazio Region Health Service, ASL Roma 1, Rome, Italy
| | - Vincenzo Giannico
- Department of Education, Psychology, Communication Sciences, University of Bari Aldo Moro, Bari, Italy.
| | - Mario Elia
- Department of Soil, Plant and Food Sciences, University of Bari Aldo Moro, Bari, Italy
| | - Paola Michelozzi
- Department of Epidemiology, Lazio Region Health Service, ASL Roma 1, Rome, Italy
| | - Andrea Bosco
- Department of Education, Psychology, Communication Sciences, University of Bari Aldo Moro, Bari, Italy
| | - Payam Dadvand
- ISGlobal, Doctor Aiguader 88, 08003 Barcelona, Spain; Universitat Pompeu Fabra (UPF), Doctor Aiguader 88, 08003 Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Melchor Fernández Almagro, 3-5, 28029 Madrid, Spain
| | - Giovanni Sanesi
- Department of Soil, Plant and Food Sciences, University of Bari Aldo Moro, Bari, Italy
| | - Massimo Stafoggia
- Department of Epidemiology, Lazio Region Health Service, ASL Roma 1, Rome, Italy
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Vranken A, Bijnens E, Horemans C, Leclercq A, Kestens W, Karakaya G, Vandenthoren L, Trimpeneers E, Vanpoucke C, Fierens F, Nawrot T, Cox B, Bruyneel L. Association of air pollution and green space with all-cause general practitioner and emergency room visits: A cross-sectional study of young people and adults living in Belgium. ENVIRONMENTAL RESEARCH 2023; 236:116713. [PMID: 37481061 DOI: 10.1016/j.envres.2023.116713] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Revised: 07/17/2023] [Accepted: 07/19/2023] [Indexed: 07/24/2023]
Abstract
BACKGROUND Residing in areas with lower levels of air pollution and higher green space is beneficial to physical and mental health. We investigated associations of PM2.5, tree cover and grass cover with in-hours and out-of-hours GP visits and ER visits, for young people and adults. We estimated potential cost savings of GP visits attributable to high PM2.5. METHODS We linked individual-level health insurance claims data of 315,123 young people (10-24 years) and 885,988 adults (25-64 years) with census tract-level PM2.5, tree cover and grass cover. Deploying negative binomial generalized linear mixed models, we estimated associations between quartile exposures and the three outcome measures. RESULTS For in-hours and out-of-hours GP visits, among young people as well as adults, statistically significant pairwise differences between quartiles suggested increasing beneficial effects with lower PM2.5. The same outcomes were statistically significantly less frequent in quartiles with highest tree cover (>30.00%) compared to quartiles with lower tree cover, but otherwise pairwise differences were not statistically significant. These associations largely persisted in rural and urban areas. Among adults living in urban areas lower grass cover was associated with increased in-hours GP visits and ER visits. Assuming causality, reducing PM2.5 levels to the lowest quartile (4.91-7.49 μg/m³), among adults, 195,964 in-hours and 74,042 out-of-hours GP visits could be avoided annually. Among young people, 27,457 in-hours and 22,423 out-of-hours GP visits could be avoided annually. Nationally, this amounts to an annual potential cost saving of €43 million (€5.7 million in out-of-pocket payments and €37.2 million in compulsory health insurance). CONCLUSION Higher ambient PM2.5 and lower tree cover show associations with higher non-urgent and urgent medical care utilization. These findings confirm the importance of reducing air pollution and fostering green zones, and that such policies may contribute positively to economic growth.
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Affiliation(s)
- Arthur Vranken
- Independent Health Insurance Funds, Lenniksebaan 788a, 1070, Anderlecht, Belgium; Institute for Healthcare Policy, KU Leuven, Kapucijnenvoer 35, Leuven, Belgium
| | - Esmée Bijnens
- Centre for Environmental Sciences, Hasselt University, Agoralaan Building D, 3590, Diepenbeek, Belgium; Department of Environmental Sciences, Open University Heerlen, Valkenburgerweg 177, 6419, AT Heerlen, the Netherlands
| | - Christian Horemans
- Independent Health Insurance Funds, Lenniksebaan 788a, 1070, Anderlecht, Belgium
| | - Agnès Leclercq
- Independent Health Insurance Funds, Lenniksebaan 788a, 1070, Anderlecht, Belgium
| | - Wies Kestens
- Independent Health Insurance Funds, Lenniksebaan 788a, 1070, Anderlecht, Belgium
| | - Güngör Karakaya
- Independent Health Insurance Funds, Lenniksebaan 788a, 1070, Anderlecht, Belgium
| | - Ludo Vandenthoren
- Independent Health Insurance Funds, Lenniksebaan 788a, 1070, Anderlecht, Belgium
| | | | | | - Frans Fierens
- Belgian Interregional Environment Agency, Brussels, Belgium
| | - Tim Nawrot
- Centre for Environmental Sciences, Hasselt University, Diepenbeek, Belgium; Centre for Environment and Health, KU Leuven, Leuven, Belgium
| | - Bianca Cox
- VITO Health, Flemish Institute for Technological Research (VITO), Mol, Belgium
| | - Luk Bruyneel
- Independent Health Insurance Funds, Lenniksebaan 788a, 1070, Anderlecht, Belgium; Institute for Healthcare Policy, KU Leuven, Kapucijnenvoer 35, Leuven, Belgium.
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Ewane EB, Bajaj S, Velasquez-Camacho L, Srinivasan S, Maeng J, Singla A, Luber A, de-Miguel S, Richardson G, Broadbent EN, Cardil A, Jaafar WSWM, Abdullah M, Corte APD, Silva CA, Doaemo W, Mohan M. Influence of urban forests on residential property values: A systematic review of remote sensing-based studies. Heliyon 2023; 9:e20408. [PMID: 37842597 PMCID: PMC10568372 DOI: 10.1016/j.heliyon.2023.e20408] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Revised: 09/22/2023] [Accepted: 09/22/2023] [Indexed: 10/17/2023] Open
Abstract
Urban forests provide direct and indirect benefits to human well-being that are increasingly captured in residential property values. Remote Sensing (RS) can be used to measure a wide range of forest and vegetation parameters that allows for a more detailed and better understanding of their specific influences on housing prices. Herein, through a systematic literature review approach, we reviewed 89 papers (from 2010 to 2022) from 21 different countries that used RS data to quantify vegetation indices, forest and tree parameters of urban forests and estimated their influence on residential property values. The main aim of this study was to understand and provide insights into how urban forests influence residential property values based on RS studies. Although more studies were conducted in developed (n = 55, 61.7%) than developing countries (n = 34, 38.3%), the results indicated for the most part that increasing tree canopy cover on property and neighborhood level, forest size, type, greenness, and proximity to urban forests increased housing prices. RS studies benefited from spatially explicit repetitive data that offer superior efficiency to quantify vegetation, forest, and tree parameters of urban forests over large areas and longer periods compared to studies that used field inventory data. Through this work, we identify and underscore that urban forest benefits outweigh management costs and have a mostly positive influence on housing prices. Thus, we encourage further discussions about prioritizing reforestation and conservation of urban forests during the urban planning of cities and suburbs, which could support UN Sustainable Development Goals (SDGs) and urban policy reforms.
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Affiliation(s)
- Ewane Basil Ewane
- United Nations Volunteering Program, via Morobe Development Foundation, Lae 00411, Papua New Guinea
- Ecoresolve Inc., San Francisco, CA, USA, 94105
- Department of Geography, Faculty of Social and Management Sciences, University of Buea, P.O. BOX 63 Buea, Cameroon
| | - Shaurya Bajaj
- United Nations Volunteering Program, via Morobe Development Foundation, Lae 00411, Papua New Guinea
- Ecoresolve Inc., San Francisco, CA, USA, 94105
| | - Luisa Velasquez-Camacho
- Unit of Applied Artificial Intelligence, Eurecat, Centre Tecnològic de Catalunya, 08005 Barcelona, Spain
- Department of Agricultural and Forest Sciences and Engineering, University of Lleida, Av. Alcalde Rovira Roure 191, 5198 Lleida, Spain
| | - Shruthi Srinivasan
- Department of Forest Analytics, Texas A&M Forest Service, Dallas, TX 75252, USA
| | - Juyeon Maeng
- United Nations Volunteering Program, via Morobe Development Foundation, Lae 00411, Papua New Guinea
- AAP Labs, Cornell University, USA
| | - Anushka Singla
- United Nations Volunteering Program, via Morobe Development Foundation, Lae 00411, Papua New Guinea
| | - Andrea Luber
- United Nations Volunteering Program, via Morobe Development Foundation, Lae 00411, Papua New Guinea
| | - Sergio de-Miguel
- Department of Agricultural and Forest Sciences and Engineering, University of Lleida, Av. Alcalde Rovira Roure 191, 5198 Lleida, Spain
- Joint Research Unit CTFC-AGROTECNIO-CERCA, Ctra. Sant Llorenç de Morunys km 2, 25280 Solsona, Spain
| | - Gabriella Richardson
- United Nations Volunteering Program, via Morobe Development Foundation, Lae 00411, Papua New Guinea
- Department of Sociology and Anthropology, University of Guelph, Guelph ON, Canada
| | - Eben North Broadbent
- Spatial Ecology and Conservation (SPEC) Lab, School of Forest, Fisheries, and Geomatics Sciences, University of Florida, PO Box 110410, Gainesville, FL 32611, USA
| | - Adrian Cardil
- Department of Agricultural and Forest Sciences and Engineering, University of Lleida, Av. Alcalde Rovira Roure 191, 5198 Lleida, Spain
- Joint Research Unit CTFC-AGROTECNIO-CERCA, Ctra. Sant Llorenç de Morunys km 2, 25280 Solsona, Spain
- Tecnosylva, S.L Parque Tecnológico de León, 24004 León, Spain
| | - Wan Shafrina Wan Mohd Jaafar
- Earth Observation Centre, Institute of Climate Change, Universiti Kebangsaan Malaysia, Bangi 43600, Selangor, Malaysia
| | - Meshal Abdullah
- Department of Geography, College of Arts and Social Sciences, Sultan Qaboos University, Muscat, P.O. Box 50, Oman
- Department of Ecology and Conservation Biology, Texas A&M University, College Station, TX, USA
| | - Ana Paula Dalla Corte
- BIOFIX Research Center, Federal University of Paraná (UFPR), Curitiba 80210-170, Brazil
| | - Carlos Alberto Silva
- Forest Biometrics, Remote Sensing and Artificial Intelligence Laboratory (Silva Lab), University of Florida, USA
| | - Willie Doaemo
- United Nations Volunteering Program, via Morobe Development Foundation, Lae 00411, Papua New Guinea
- Department of Civil Engineering, Papua New Guinea University of Technology, Lae, 00411, Papua New Guinea
- Morobe Development Foundation, Doyle Street, Trish Avenue-Eriku, Lae 00411, Papua New Guinea
| | - Midhun Mohan
- United Nations Volunteering Program, via Morobe Development Foundation, Lae 00411, Papua New Guinea
- Ecoresolve Inc., San Francisco, CA, USA, 94105
- Department of Geography, University of California-Berkeley, Berkeley, CA 94709, USA
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Guyot M, Pelgrims I, Aerts R, Keune H, Remmen R, De Clercq EM, Thomas I, Vanwambeke SO. Non-response bias in the analysis of the association between mental health and the urban environment: a cross-sectional study in Brussels, Belgium. Arch Public Health 2023; 81:129. [PMID: 37420293 DOI: 10.1186/s13690-023-01118-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2022] [Accepted: 05/23/2023] [Indexed: 07/09/2023] Open
Abstract
BACKGROUND This paper aims at analysing the impact of partial non-response in the association between urban environment and mental health in Brussels. The potential threats of the partial non-response are biases in survey estimates and statistics. The effect of non-response on statistical associations is often overlooked and evidence in the research literature is lacking. METHODS Data from the Belgian Health Interview Survey 2008 and 2013 were used. The association between non-response and potential determinants was explored through logistic regressions. RESULTS Participants with low income, low educational levels, lower or higher age or in households with children were less likely to respond. When adjusting for socio-economic variables, non-response was higher in areas which are less vegetated, more polluted or more urbanised. Because the determinants of non-response and depressive disorders were similar, it is reasonable to assume that there will be more people with mental health problems among the non-respondents. And because more non-responses were found in low vegetation areas, the protective association between green spaces and mental health may be underestimated. CONCLUSION Our capacity to measure the association between the urban environment and health is affected by non-response in surveys. The non-random spatial and socio-economic distribution of this bias affects the research findings.
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Affiliation(s)
- Madeleine Guyot
- Earth & Life Institute, Université catholique de Louvain, Louvain-La-Neuve, Belgium
- Louvain Institute of Data Analysis and Modeling in Economics and Statistics, Université catholique de Louvain, Louvain-La-Neuve, Belgium
| | - Ingrid Pelgrims
- Chemical and Physical Health Risks, Sciensano (Belgian Institute of Health), Brussels, Belgium
- Epidemiology and Public Health, Sciensano (Belgian Institute of Health), Brussels, Belgium
- Applied Mathematics, Computer Science and Statistics, Ghent University, Ghent, Belgium
| | - Raf Aerts
- Chemical and Physical Health Risks, Sciensano (Belgian Institute of Health), Brussels, Belgium
- Division Ecology, Evolution and Biodiversity Conservation, KU Leuven, Louvain, Belgium
| | - Hans Keune
- Faculty of Medicine and Health Sciences Department of Primary and Interdisciplinary Care, University of Antwerp, Wilrijk, Belgium
| | - Roy Remmen
- Faculty of Medicine and Health Sciences Department of Primary and Interdisciplinary Care, University of Antwerp, Wilrijk, Belgium
| | - Eva M De Clercq
- Chemical and Physical Health Risks, Sciensano (Belgian Institute of Health), Brussels, Belgium
| | - Isabelle Thomas
- Louvain Institute of Data Analysis and Modeling in Economics and Statistics, Université catholique de Louvain, Louvain-La-Neuve, Belgium
| | - Sophie O Vanwambeke
- Earth & Life Institute, Université catholique de Louvain, Louvain-La-Neuve, Belgium.
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7
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Lavigne E, Maltby A, Côté JN, Weinberger KR, Hebbern C, Vicedo-Cabrera AM, Wilk P. The effect modification of extreme temperatures on mental and behavior disorders by environmental factors and individual-level characteristics in Canada. ENVIRONMENTAL RESEARCH 2023; 219:114999. [PMID: 36565843 DOI: 10.1016/j.envres.2022.114999] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Revised: 11/17/2022] [Accepted: 12/03/2022] [Indexed: 06/17/2023]
Abstract
OBJECTIVE Ambient extreme temperatures have been associated with mental and behavior disorders (MBDs). However, few studies have assesed whether vulnerability factors such as ambient air pollution, pre-existing mental health conditions and residential environmental factors increase susceptibility. This study aims to evaluate the associations between short-term variations in outdoor ambient extreme temperatures and MBD-related emergency department (ED) visits and how these associations are modified by vulnerability factors. METHODS We conducted a case-crossover study of 9,958,759 MBD ED visits in Alberta and Ontario, Canada made between March 1st, 2004 and December 31st, 2020. Daily average temperature was assigned to individual cases with ED visits for MBD using gridded data at a 1 km × 1 km spatial resolution. Conditional logistic regression was used to estimate associations between extreme temperatures (i.e., risk of ED visit at the 2.5th percentile temperature for cold and 97.5th percentile temperature for heat for each health region compared to the minimal temperature risk) and MBD ED visits. Age, sex, pre-existing mental health conditions, ambient air pollution (i.e. PM2.5, NO2 and O3) and residential environmental factors (neighborhood deprivation, residential green space exposure and urbanization) were evaluated as potential effect modifiers. RESULTS Cumulative exposure to extreme heat over 0-5 days (odds ratio [OR] = 1.145; 95% CI: 1.121-1.171) was associated with ED visits for any MBD. However, cumulative exposure to extreme cold was associated with lower risk of ED visits for any MBD (OR = 0.981; 95% CI: 0.976-0.987). We also found heat to be associated with ED visits for specific MBDs such as substance use disorders, dementia, neurotic disorders, schizophrenia and personality behavior disorder. Individuals with pre-existing mental health conditions, those exposed to higher daily concentrations of NO2 and O3 and those residing in neighborhoods with greater material and social deprivation were at higher risk of heat-related MBD ED visits. Increasing tree canopy coverage appeared to mitigate risks of the effect of heat on MBD ED visits. CONCLUSIONS Findings provide evidence that the impacts of heat on MBD ED visits may vary across different vulnerability factors.
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Affiliation(s)
- Eric Lavigne
- Environmental Health Science and Research Bureau, Health Canada, Ottawa, Ontario, Canada; School of Epidemiology & Public Health, University of Ottawa, Ottawa, Ontario, Canada.
| | - Alana Maltby
- Department of Epidemiology and Biostatistics, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
| | - Jean-Nicolas Côté
- Department of Applied Geomatics, Sherbrooke University, Sherbrooke, Quebec, Canada
| | - Kate R Weinberger
- School of Population and Public Health, University of British Columbia, Vancouver, British Columbia, Canada
| | | | - Ana Maria Vicedo-Cabrera
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland; Oeschger Center for Climate Change Research, University of Bern, Bern, Switzerland
| | - Piotr Wilk
- Department of Epidemiology and Biostatistics, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada; Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland; Department of Paediatrics, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
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Heat-Resilient Schoolyards: Relations Between Temperature, Shade, and Physical Activity of Children During Recess. J Phys Act Health 2023; 20:134-141. [PMID: 36640783 DOI: 10.1123/jpah.2022-0405] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Revised: 11/03/2022] [Accepted: 11/07/2022] [Indexed: 12/24/2022]
Abstract
BACKGROUND Extreme heat may discourage physical activity of children while shade may provide thermal comfort. The authors determined the associations between ambient temperature, shade, and moderate to vigorous physical activity (MVPA) of children during school recess. METHODS Children aged 8-10 (n = 213) wore accelerometers and global positioning system monitors during recess at 3 school parks in Austin, Texas (September-November 2019). Weather data originated from 10 sensors per park. The authors calculated shade from imagery using a geographic information system (GIS) and time-matched physical activity, location, temperature, and shade data. The authors specified piecewise multilevel regression to assess relations between average temperature and percentage of recess time in MVPA and shade. RESULTS Temperature ranged 11 °C to 35 °C. Each 1 °C higher temperature was associated with a 0.7 percentage point lower time spent in MVPA, until 33 °C (91 °F) when the association changed to a 1.5 lower time (P < .01). Each 1 °C higher temperature was associated with a 0.3 percentage point higher time spent under shade, until 33 °C when the association changed to a 3.4 higher time (P < .001). At 33 °C or above, the direct association between shade and MVPA weakened (P < .05), with no interaction effect above 33 °C (P > .05). Children at the park with the most tree canopy spent 6.0 percentage points more time in MVPA (P < .01). CONCLUSIONS Children engage in less MVPA and seek shade during extreme heat and engage in more MVPA in green schoolyards. With climate change, schools should consider interventions (eg, organizing shaded play, tree planting) to promote heat safe MVPA.
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Donovan GH, Prestemon JP, Gatziolis D, Michael YL, Kaminski AR, Dadvand P. The association between tree planting and mortality: A natural experiment and cost-benefit analysis. ENVIRONMENT INTERNATIONAL 2022; 170:107609. [PMID: 36332494 DOI: 10.1016/j.envint.2022.107609] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Revised: 08/31/2022] [Accepted: 10/29/2022] [Indexed: 06/16/2023]
Abstract
Several recent longitudinal studies have found that exposure to the natural environment is associated with lower non-accidental mortality. However, most of these studies used the normalized difference vegetation index (NDVI) as an exposure metric; and because NDVI might not be sensitive enough to adequately capture changes in urban vegetation, these studies might lack true longitudinal variation in exposure. Therefore, we used a natural experiment to assess the impact of 30 years of tree planting by the nonprofit Friends of Trees on non-accidental, cardiovascular, lower-respiratory, and accidental mortality in Portland, Oregon (mortality data were provided by the Oregon Health Authority). We estimated autoregressive mixed models of Census-tract level mortality rate (deaths per 100,000 population) associated with trees planted, including a tract-level random effect. All models used data from the American Community Survey to control for year, race, education, income, and age. Each tree planted in the preceding 15 years was associated with significant reductions in non-accidental (-0.21, 95 % CI: -0.30, -0.12) and cardiovascular mortality (-0.066, 95 % CI: -0.11, -0.027). Furthermore, the dose-response association between tree planting and non-accidental mortality increased in magnitude as trees aged and grew. Each tree planted in the preceding 1-5 years was associated with a reduction in mortality rate of -0.154 (95 % CI: -0.323, 0.0146), whereas each tree planted in the last 6-10 and 11-15 years was associated with a reduction in mortality rate of -0.262 (95 % CI: -0.413, -0.110) and -0.306 (95 % CI: -0.527, -0.0841) respectively. Using US EPA estimates of a value of a statistical life, we estimated that planting a tree in each of Portland's 140 Census tracts would generate $14.2 million in annual benefits (95 % CI: $8.0 million to $20.4 million). In contrast, the annual cost of maintaining 140 trees would be $2,716-$13,720.
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Affiliation(s)
| | - Jeffrey P Prestemon
- USDA Forest Service, Southern Research Station, Research Triangle Park, NC, USA
| | | | - Yvonne L Michael
- Drexel University, Dornsife School of Public Health, Philadelphia, PA, USA
| | | | - Payam Dadvand
- ISGlobal, Barcelona, Spain; Universitat Pompeu Fabra (UPF), Barcelona, Spain; CIBER Epidemiología y Salud Pública (CIBERESP), Spain
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Konijnendijk CC. Evidence-based guidelines for greener, healthier, more resilient neighbourhoods: Introducing the 3-30-300 rule. JOURNAL OF FORESTRY RESEARCH 2022; 34:821-830. [PMID: 36042873 PMCID: PMC9415244 DOI: 10.1007/s11676-022-01523-z] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Accepted: 08/07/2022] [Indexed: 05/05/2023]
Abstract
The important contributions of urban trees and green spaces to for example, climate moderation and public health have been recognized. This paper discusses guidelines and norms that promote the benefits of viewing green, living amongst green, and having easy access to green spaces for recreational use. Having trees and other vegetation in sight from one's home, place of work, or school has important mental health and performance benefits. Local tree canopy cover is positively associated with cooling and other aspects of climate moderation. With public green spaces in proximity to one's home stimulates regular use of these areas and results in positive impacts on mental, physical, and social health. After analyzing existing guidelines and rules for urban green space planning and provision, a new, comprehensive guideline is presented, known as the '3-30-300 rule' for urban forestry. This guideline aims to provide equitable access to trees and green spaces and their benefits by setting the thresholds of having at least 3 well-established trees in view from every home, school, and place of work, no less than a 30% tree canopy in every neighbourhood; and no more than 300 m to the nearest public green space from every residence. Current implementation of this new guideline is discussed, as well as the advantages and disadvantages of using this evidence-based but also clear and simple rules.
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Schmidt CW. Not All Greenness Is the Same: Associations with Health Are More Nuanced than We Thought. ENVIRONMENTAL HEALTH PERSPECTIVES 2022; 130:64001. [PMID: 35674668 PMCID: PMC9176209 DOI: 10.1289/ehp11481] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Accepted: 05/11/2022] [Indexed: 05/28/2023]
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