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Wende ME, Hughey SM, McLain AC, Hallum S, Hipp JA, Schipperijn J, Stowe EW, Kaczynski AT. Identifying multilevel predictors of behavioral outcomes like park use: A comparison of conditional and marginal modeling approaches. PLoS One 2024; 19:e0301549. [PMID: 38626162 PMCID: PMC11020402 DOI: 10.1371/journal.pone.0301549] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Accepted: 03/18/2024] [Indexed: 04/18/2024] Open
Abstract
This study compared marginal and conditional modeling approaches for identifying individual, park and neighborhood park use predictors. Data were derived from the ParkIndex study, which occurred in 128 block groups in Brooklyn (New York), Seattle (Washington), Raleigh (North Carolina), and Greenville (South Carolina). Survey respondents (n = 320) indicated parks within one half-mile of their block group used within the past month. Parks (n = 263) were audited using the Community Park Audit Tool. Measures were collected at the individual (park visitation, physical activity, sociodemographic characteristics), park (distance, quality, size), and block group (park count, population density, age structure, racial composition, walkability) levels. Generalized linear mixed models and generalized estimating equations were used. Ten-fold cross validation compared predictive performance of models. Conditional and marginal models identified common park use predictors: participant race, participant education, distance to parks, park quality, and population >65yrs. Additionally, the conditional mode identified park size as a park use predictor. The conditional model exhibited superior predictive value compared to the marginal model, and they exhibited similar generalizability. Future research should consider conditional and marginal approaches for analyzing health behavior data and employ cross-validation techniques to identify instances where marginal models display superior or comparable performance.
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Affiliation(s)
- Marilyn E. Wende
- Department of Health Education & Behavior, College of Health & Human Performance, University of Florida, Gainesville, FL, United States of America
| | - S. Morgan Hughey
- Department of Health and Human Performance, School of Health Sciences, College of Charleston, Charleston, SC, United States of America
| | - Alexander C. McLain
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, SC, United States of America
| | - Shirelle Hallum
- Department of Health Promotion, Education, and Behavior, Arnold School of Public Health, University of South Carolina, Columbia, SC, United States of America
| | - J. Aaron Hipp
- Department of Parks, Recreation, and Tourism Management, Center for Geospatial Analytics, North Carolina State University, Raleigh, NC, United States of America
| | - Jasper Schipperijn
- Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Odense, Denmark
| | - Ellen W. Stowe
- Department of Health Promotion, Education, and Behavior, Arnold School of Public Health, University of South Carolina, Columbia, SC, United States of America
| | - Andrew T. Kaczynski
- Department of Health Promotion, Education, and Behavior, Prevention Research Center, Arnold School of Public Health, University of South Carolina, Columbia, SC, United States of America
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Choi Y. Exploring the impact of pandemic fear on visitation to park attractions in urban city: A case study in Seoul, South Korea. PLoS One 2024; 19:e0301869. [PMID: 38625971 PMCID: PMC11020851 DOI: 10.1371/journal.pone.0301869] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Accepted: 03/22/2024] [Indexed: 04/18/2024] Open
Abstract
This research explores changes in perceptions and utilization of parks during the COVID-19 pandemic in Seoul, South Korea. It investigates the relationship between fear of the pandemic and individuals' opinions about open spaces and their visiting decisions. The study surveyed 600 adults from February 22-23, 2022, and used structural equation modeling to analyze the data. The findings revealed that increased fear of the pandemic led to more positive park sentiments, resulting in higher park visits and fewer visits to other public spaces. The research highlights the significance of parks during the COVID-19 pandemic and how people's perceptions were influenced by their pandemic-related fear.
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Affiliation(s)
- Yunwon Choi
- Climate & Environment Data Center, Gyeonggi Research Institute, Jangan-gu, Suwon City, Gyeonggi Province, Republic of Korea
- Research Institute of Agriculture and Life Sciences, Seoul National University, Seoul, Republic of Korea
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3
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Deng Y, Liang J, Chen Q. Greenway interventions effectively enhance physical activity levels-A systematic review with meta-analysis. Front Public Health 2023; 11:1268502. [PMID: 38145067 PMCID: PMC10745803 DOI: 10.3389/fpubh.2023.1268502] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Accepted: 11/14/2023] [Indexed: 12/26/2023] Open
Abstract
Background Previous studies have examined the impact of greenway interventions on physical activity (PA); however, the results have been inconclusive. In order to address this issue, our study conducted a systematic review with meta-analysis to thoroughly evaluate the evidence and determine the effectiveness of greenway interventions in promoting PA. Methods We conducted a comprehensive search of literature databases, such as Web of Science, EMBASE, PubMed (via Medline), Cochrane Library, and Scopus, up to June 15, 2023. To synthesize the available evidence, we performed a meta-analysis using a random effects model. The quality of the included studies was assessed using the criteria developed by the Agency for Healthcare Research and Quality and the Newcastle-Ottawa Scale. Results A total of 9 publications were identified, involving 6, 589 individuals. The overall quality of most included studies was rated as moderate to high. Our study found that the greenway was effective in promoting PA among participants. Specifically, active travel (AT) showed a standard mean difference (SMD) of 0.10 [95% confidence interval (CI): 0.04 to 0.17], moderate-to-vigorous PA had an SMD of 0.11 (95% CI: 0.02 to 0.20), and total PA had an SMD of 0.14 (95% CI: 0.06 to 0.21). We also observed significant differences in AT levels among participants based on greenway characteristics, exposure distance, exposure duration, and male-to-female ratio. Discussion Newly developed or upgraded greenways have been shown to effectively promote PA. Additionally, research suggests that the longer a greenway has been in existence, the greater the benefits it provides for PA. As a result, the construction of greenways should be recognized as an effective public health intervention.
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Affiliation(s)
- Yujia Deng
- College of Landscape Architecture, Sichuan Agricultural University, Chengdu, China
| | - Jinghong Liang
- Department of Maternal and Child Health, School of Public Health, Sun Yat-sen University, Guangzhou, China
| | - Qibing Chen
- College of Landscape Architecture, Sichuan Agricultural University, Chengdu, China
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Magalhães AS, Andrade ACDS, Moreira BDS, Lopes AADS, Caiaffa WT. Physical and social neighborhood disorder in Latin American cities: a scoping review. CAD SAUDE PUBLICA 2023; 39:e00038423. [PMID: 37729304 PMCID: PMC10513154 DOI: 10.1590/0102-311xpt038423] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2023] [Revised: 05/30/2023] [Accepted: 06/05/2023] [Indexed: 09/22/2023] Open
Abstract
Neighborhood disorder is an important aspect that may influence the health of residents in urban areas. The aims of this study were to map and systematize methods for measuring physical and social neighborhood disorder in studies conducted in Latin American cities. By means of a scoping review, articles published from 2000 in English, Spanish, and Portuguese with the following descriptors were mapped: neighborhood, physical disorder, and social disorder. Searches were conducted in MEDLINE (PubMed), LILACS (Virtual Health Library), Scopus, Web of Science, and Cochrane Library. Information on authorship, year, study type, locality, data source, target population, outcome, dominion, indicator, method, geographic unit, and unit of analysis was extracted. Variables from the disorder-related studies were extracted and grouped by similarity of content and themes. A total of 22 articles were identified, all published between 2012 and 2022, the majority in Brazil (n = 16). The perception of the individual was the most used method. The most frequent theme addressed in the physical disorder dominion was public streets (n = 20) and security (n = 15), in the social disorder dominion. A lack of consensus in the literature regarding variables used to measure physical and social neighborhood disorder in Latin American cities was detected. In addition to the need for standardization of the theme, studies to verify the sustainability of proposed measurement methods relevant to dynamically classify and compare urban neighborhoods and health impacts based on levels of exposure to physical and social disorder, are recommended.
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Affiliation(s)
- Amanda Silva Magalhães
- Observatório de Saúde Urbana de Belo Horizonte, Universidade Federal de Minas Gerais, Belo Horizonte, Brasil
| | - Amanda Cristina de Souza Andrade
- Observatório de Saúde Urbana de Belo Horizonte, Universidade Federal de Minas Gerais, Belo Horizonte, Brasil
- Instituto de Saúde Coletiva, Universidade Federal de Mato Grosso, Cuiabá, Brasil
| | - Bruno de Souza Moreira
- Observatório de Saúde Urbana de Belo Horizonte, Universidade Federal de Minas Gerais, Belo Horizonte, Brasil
- Núcleo de Estudos em Saúde Pública e Envelhecimento, Universidade Federal de Minas Gerais/Fundação Oswaldo Cruz, Belo Horizonte, Brasil
| | - Adalberto Aparecido Dos Santos Lopes
- Observatório de Saúde Urbana de Belo Horizonte, Universidade Federal de Minas Gerais, Belo Horizonte, Brasil
- Grupo de Estudos e Pesquisa em Ambiente Urbano & Saúde, Universidade Federal de Santa Catarina, Florianópolis, Brasil
| | - Waleska Teixeira Caiaffa
- Observatório de Saúde Urbana de Belo Horizonte, Universidade Federal de Minas Gerais, Belo Horizonte, Brasil
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Slovic AD, Kanai C, Marques Sales D, Carnavalli Rocha S, de Souza Andrade AC, Martins LS, Morais Coelho D, Freitas A, Moran M, Mascolli MA, Teixeira Caiaffa W, Gouveia N. Spatial data collection and qualification methods for urban parks in Brazilian capitals: An innovative roadmap. PLoS One 2023; 18:e0288515. [PMID: 37561781 PMCID: PMC10414613 DOI: 10.1371/journal.pone.0288515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Accepted: 06/29/2023] [Indexed: 08/12/2023] Open
Abstract
Urban parks have been studied for their effects on health and the environment. Accessing park data from reliable and comparable sources remains challenging, reinforcing the importance of standardized search tools, notably in Latin America. We designed a systematized methodology to identify processes of accessing, collecting, verifying, and harmonizing urban park spatial data in all Brazilian capitals included in the Urban Health in Latin America (SALURBAL) project. We developed a research protocol using official and non-official sources combining the results of Google Maps (GMaps) points and OpenStreetMap (OSM) polygons-GMaps-OSM. Descriptive analyses included the frequency of the distribution of parks before and after harmonization stratified by data source. We used the intraclass correlation coefficient (ICC) to assess agreement in the area between official and GMaps-OSM data. Official data were obtained for 16 cities; for the remaining 11 capitals, we used GMaps-OSM. After verification and harmonization, 302 urban parks were obtained from official data and 128 from GMaps-OSM. In a sub-study of the 16 cities with official data (n = 302 parks), we simulated a collection of non-official data using GMaps-OSM and OSM only. From GMaps-OSM, we obtained 142 parks, and from OSM, 230 parks. Statistical analysis showed a better agreement between official data and OSM. After completing verification and harmonization, the complete dataset (official and GMaps-OSM) included 430 urban parks with a total area of 145.14 km2. The mean number of parks across cities was 16, with a mean size area of 0.33 km2. The median number of parks was nine, with a median area of 0.07 km2. This study highlights the importance of creating mechanisms to access, collect, harmonize, and verify urban park data, which is essential for examining the impact of parks on health. It also stresses the importance of providing reliable urban park spatial data for city officials.
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Affiliation(s)
| | - Claudio Kanai
- Department of Preventive Medicine, University of Sao Paulo Medical School, São Paulo, Brazil
| | - Denise Marques Sales
- Observatory for Urban Health in Belo Horizonte, School of Medicine, Federal University of Minas Gerais, Belo Horizonte, MG, Brazil
| | - Solimar Carnavalli Rocha
- Observatory for Urban Health in Belo Horizonte, School of Medicine, Federal University of Minas Gerais, Belo Horizonte, MG, Brazil
| | | | - Lucas Soriano Martins
- Department of Preventive Medicine, University of Sao Paulo Medical School, São Paulo, Brazil
| | - Débora Morais Coelho
- Observatory for Urban Health in Belo Horizonte, School of Medicine, Federal University of Minas Gerais, Belo Horizonte, MG, Brazil
| | - Anderson Freitas
- Center of Data and Knowledge Integration for Health (CIDACS), Salvador, BA, Brazil
| | - Mika Moran
- School of Public Health, University of Haifa, Haifa, Israel
| | | | - Waleska Teixeira Caiaffa
- Observatory for Urban Health in Belo Horizonte, School of Medicine, Federal University of Minas Gerais, Belo Horizonte, MG, Brazil
| | - Nelson Gouveia
- Department of Preventive Medicine, University of Sao Paulo Medical School, São Paulo, Brazil
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Mancus GC, Cimino AN, Hasan MZ, Campbell JC, Sharps P, Winch PJ, Tsuyuki K, Stockman JK. Greenness and the Potential Resilience to Sexual Violence: "Your Neighborhood Is Being Neglected Because People Don't Care. People With Power Don't Care". JOURNAL OF INTERPERSONAL VIOLENCE 2022; 37:NP17344-NP17368. [PMID: 34210177 DOI: 10.1177/08862605211028009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
There is increasing evidence that green space in communities reduces the risk of aggression and violence, and increases wellbeing. Positive associations between green space and resilience have been found among children, older adults and university students in the United States, China and Bulgaria. Little is known about these associations among predominately Black communities with structural disadvantage. This study explored the potential community resilience in predominately Black neighborhoods with elevated violent crime and different amounts of green space. This embedded mixed-methods study started with quantitative analysis of women who self-identified as "Black and/or African American." We found inequality in environments, including the amount of green space, traffic density, vacant property, and violent crime. This led to 10 indepth interviews representing communities with elevated crime and different amounts of green space. Emergent coding of the first 3 interviews, a subset of the 98 in the quantitative analysis, led to a priori coding of barriers and facilitators to potential green space supported community resilience applied to the final 7 interview data. Barriers were a combination of the physical and social environment, including traffic patterns, vacant property, and crime. Facilitators included subjective qualities of green space. Green spaces drew people in through community building and promoting feelings of calmness. The transformation of vacant lots into green spaces by community members affords space for people to come together and build community. Green spaces, a modifiable factor, may serve to increase community resilience and decrease the risk of violence.
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Affiliation(s)
| | | | - Md Zabir Hasan
- The University of British Columbia, Vancouver, British Columbia, BC, Canada
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7
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Contextual and individual factors associated with depressive symptoms in Latin American residents from eleven cities: Multilevel analysis. Prev Med 2022; 161:107156. [PMID: 35810937 DOI: 10.1016/j.ypmed.2022.107156] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/23/2022] [Revised: 07/03/2022] [Accepted: 07/05/2022] [Indexed: 11/20/2022]
Abstract
Depression is one of the most prevalent mental illnesses in the world. Its associated factors have been scarcely studied in the Latin American population. Our aim was to determine the contextual and individual factors associated with depressive symptoms (DS) in residents of 11 Latin American cities according to the 2019 CAF Survey (ECAF, acronym in Spanish). A multilevel analysis was performed to identify individual and contextual factors associated with DS. DS were measured by the short version of the Center for Epidemiological Studies Depression Scale (CES-D-10). Of the 10,206 participants, 42.0% had DS in the week prior to the survey. Regarding the individual factors studied, women (OR = 1.81, 95% CI: 1.65-1.99), smokers (OR = 1.30, 95% CI: 1.16-1.45), obese, junk food eaters more than twice a week, single people, and a greater number of people in the household were associated with greater probabilities of having DS. On the other hand, a secondary (OR = 0.77; 95% CI: 0.67-0.88) or superior educational level (OR = 0.58; 95% CI: 0.50-0.68) were associated as protective factors. Regarding contextual factors, higher contamination levels (OR = 1.07, 95% CI: 1.01-1.13) were associated with DS. Our study reports associations between individual and environmental factors and DS in residents of Latin America. These findings will allow the adoption of the necessary measures for decision-making and research to face this growing problem in developing countries.
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8
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de Mello RL, Lopes AADS, Fermino RC. Exposure to Public Open Spaces and Leisure-Time Physical Activity: An Analysis of Adults in Primary Health Care in Brazil. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:8355. [PMID: 35886212 PMCID: PMC9322836 DOI: 10.3390/ijerph19148355] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Revised: 06/25/2022] [Accepted: 07/01/2022] [Indexed: 02/01/2023]
Abstract
Public open spaces (POS) enable many leisure activities. However, few studies have evaluated how different exposures to POS with structured physical activities (PA) could affect the leisure-time PA (LTPA) of adults with chronic diseases. This study aimed to analyze the associations between different exposures to POS and LTPA in adults in primary health care in Brazil. In 2019, a cross-sectional study was conducted with a representative sample of 615 users of 15 Basic Health Units in São José dos Pinhais. The POS exposure was measured by the presence and distance (GIS), and the usage and frequency of usage were self-reported. The IPAQ identified walking and moderate-to-vigorous PA (MVPA). Data were analyzed with multilevel Poisson regression adjusted for the possible confounders (sex, age, economic level, chronic diseases). The prevalence of walking and MVPA ≥150 min/week was 12% and 14%, respectively. The usage of POS increased by 52% the likelihood of walking ≥10 min/week (PR: 1.52; 95%CI: 1.02-2.21), while usage ≥2 times/week increased by 2 times the likelihood of this outcome (PR: 2.01; 95%CI: 1.28-3.05). The usage of POS increased by 2.7 times the likelihood of MVPA ≥10 min/week (PR: 2.73; 95%CI: 1.86-3.97), and usage ≥2 times/week increased by 3.5 times the likelihood of this outcome (PR: 3.45; 95%CI: 2.14-5.42). Finally, the usage of POS increased by 3 times the likelihood of MVPA ≥150 min/week (PR: 3.03; 95%CI: 1.92-4.74), while usage ≥2 times/week increased by 3.8 times the likelihood of this outcome (PR: 3.81; 95%CI: 2.19-6.38). In conclusion, only the usage of POS is positively associated with walking and MVPA in the leisure time of adult primary health care users.
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Affiliation(s)
- Rafael Luciano de Mello
- Research Group on Environment, Physical Activity and Health, Federal University of Technology-Paraná, Curitiba 81310-900, Brazil;
- Postgraduate Program in Physical Education, Federal University of Technology-Paraná, Curitiba 81310-900, Brazil
| | - Adalberto Aparecido dos Santos Lopes
- Research and Study Group in Urban Environment and Health, Federal University of Santa Catarina, Florianopolis 88040-900, Brazil;
- Observatory for Urban Health in Belo Horizonte, Federal University of Minas Gerais, Belo Horizonte 30130-100, Brazil
| | - Rogério César Fermino
- Research Group on Environment, Physical Activity and Health, Federal University of Technology-Paraná, Curitiba 81310-900, Brazil;
- Postgraduate Program in Physical Education, Federal University of Technology-Paraná, Curitiba 81310-900, Brazil
- Postgraduate Program in Physical Education, Federal University of Paraná, Curitiba 81531-980, Brazil
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9
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Lee LH, Mancus G, Yuen HK, Wolff PE, Jenkins GR. What are the factors associated with neighborhood park visits and health in Alabama? A cross-sectional study using a path model. INTERNATIONAL JOURNAL OF ENVIRONMENTAL HEALTH RESEARCH 2022; 32:1542-1553. [PMID: 33719746 DOI: 10.1080/09603123.2021.1897533] [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: 12/04/2020] [Accepted: 02/26/2021] [Indexed: 06/12/2023]
Abstract
This study seeks to examine the effect of the characteristics of park users, park characteristics, and the neighborhood environment on park visits and the resultant perceived health status of residents living in Alabama, US. One hundred and eighty-nine participants, representing residents from 49 counties in Alabama, were recruited via a random-digit dial method to complete a telephone survey related to park visits. Data collection spanned 11 months. Results from the path analysis indicated a few significant direct effects: park location and body mass index (BMI) were the only two factors significantly associated with park visits, with race being marginally significant; and work status was significantly associated with perceived health. Our findings suggest park proximity, and high BMI are related to park visits and work status is related to perceived health among Alabamians. It is recommended that more neighborhood parks are needed for promoting Alabamians to visit them more frequently.
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Affiliation(s)
- Lewis H Lee
- School of Social Work, University of Alabama, Tuscaloosa, AL, USA
| | - Gibran Mancus
- Capstone College of Nursing, University of Alabama, Tuscaloosa, AL, USA
| | - Hon K Yuen
- Department of Occupational Therapy, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Paul E Wolff
- Survey Research Unit, School of Public Health, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Gavin R Jenkins
- Department of Occupational Therapy, University of Alabama at Birmingham, Birmingham, AL, USA
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Moran MR, Rodríguez DA, Cortinez-O'ryan A, Jaime Miranda J. Is self-reported park proximity associated with perceived social disorder? Findings from eleven cities in Latin America. LANDSCAPE AND URBAN PLANNING 2022; 219:None. [PMID: 35241864 PMCID: PMC8780619 DOI: 10.1016/j.landurbplan.2021.104320] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/24/2020] [Revised: 11/23/2021] [Accepted: 11/26/2021] [Indexed: 05/04/2023]
Abstract
Parks and greenspaces can enhance personal health in various ways, including among others, through psychological restoration and improved well-being. However, under certain circumstances, parks may also have adverse effects by providing isolated and hidden spaces for non-normative and crime-related activities. This study uses a survey conducted by the Development Bank of Latin America in a cross-sectional representative sample of 7,110 respondents in eleven Latin-American cities. We examine associations between self-reported park proximity with perceived social disorder (drug use/sales, gangs, prostitution and assault and/or crime), and whether these associations are modified by neighborhood characteristics (informal neighborhoods, poor street-lighting, abandoned buildings, illegal dumping). High self-reported park proximity was associated with lower perceptions of social disorder, but these associations were no longer significant following adjustment for neighborhood characteristics. Significant interactions were observed between park proximity and neighborhood characteristics suggesting that the likelihood of perceiving social disorder increases with high park proximity in informal neighborhoods and in the presence of certain neighborhood characteristics, such as poor street-lighting, abandoned buildings, and illegal dumping in residential streets. The differential associations between reported park proximity and perceived social disorder in different living environments highlight the importance of supportive social and physical infrastructure to maximize the restorative benefits of parks in all urban areas.
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Affiliation(s)
- Mika R. Moran
- Institute for Urban and Regional Development, University of California Berkeley, Berkeley, CA 94720, USA
- Corresponding author at: Institute for Urban and Regional Development, University of California Berkeley, Berkeley, CA 94720, USA.
| | - Daniel A. Rodríguez
- Institute for Urban and Regional Development, University of California Berkeley, Berkeley, CA 94720, USA
- Department of City and Regional Planning, University of California Berkeley, Berkeley, CA 94720, USA
| | - Andrea Cortinez-O'ryan
- Departamento de Educación Física, Deportes y Recreación, Universidad de la Frontera, Temuco, Chile
| | - J. Jaime Miranda
- CRONICAS Centre of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru
- Department of Medicine, School of Medicine, Universidad Peruana Cayetano Heredia, Lima, Peru
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11
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Moran MR, Bilal U, Dronova I, Ju Y, Gouveia N, Caiaffa WT, Friche AADL, Moore K, Miranda JJ, Rodríguez DA. The equigenic effect of greenness on the association between education with life expectancy and mortality in 28 large Latin American cities. Health Place 2021; 72:102703. [PMID: 34753000 PMCID: PMC8633763 DOI: 10.1016/j.healthplace.2021.102703] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/14/2021] [Revised: 10/18/2021] [Accepted: 10/22/2021] [Indexed: 11/22/2022]
Abstract
BACKGROUND Recent studies highlight the equigenic potential of greenspaces by showing narrower socioeconomic health inequalities in greener areas. However, results to date have been inconsistent and derived from high-income countries. We examined whether urban greenness modifies the associations between area-level education, as a proxy for socioeconomic status, and life expectancy and cause-specific mortality in Latin American cities. METHODS We included 28 large cities, >137 million inhabitants, in nine Latin American countries, comprising 671 sub-city units, for 2012-2016. Socioeconomic status was assessed through a composite index of sub-city level education, and greenness was calculated using the normalized difference vegetation index. We fitted multilevel models with sub-city units nested in cities, with life expectancy or log(mortality) as the outcome. FINDINGS We observed a social gradient, with higher levels of education associated with higher life expectancy and lower cause-specific mortality. There was weak evidence supporting the equigenesis hypothesis as greenness differentially modified the association between education and mortality outcomes. We observed an equigenic effect, with doubling magnitudes in the violence-related mortality reduction by education in areas with low greenness compared to medium-high greenness areas among men (16% [95% CI 12%-20%] vs 8% [95% CI 4%-11%] per 1 SD increase in area-level education). However, in contradiction to the equigenesis hypothesis, the magnitude in cardiovascular diseases (CVD) mortality reduction by education was stronger in areas with medium-high greenness compared to areas with low greenness (6% [95% CI 4%-7%] vs 1% [95% CI -1%-3%] and 5% [95% CI 3%-7%] vs 1% [95% CI -1%-3%] per 1 SD increase in area-level education, in women and men, respectively). Similarly, each 1-SD increase in greenness widened the educational inequality in life expectancy by 0.15 years and 0.20 years, in women and men, respectively. The equigenic effect was not observed in violence-related mortality among women and in mortality due to communicable diseases, maternal, neonatal and nutritional conditions (CMNN). INTERPRETATION Our results confirm socioeconomic health inequalities in Latin American cities and show that the equigenic properties of greenspace vary by health outcome. Although mixed, our findings suggest that future greening policies should account for local social and economic conditions to ensure that greenspaces provide health benefits for all, and do not further exacerbate existing health inequalities in the region. FUNDING Wellcome Trust (Grant, 205177/Z/16/Z).
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Affiliation(s)
- Mika R Moran
- Institute for Urban and Regional Development, University of California Berkeley, Berkeley, CA, USA.
| | - Usama Bilal
- Urban Health Collaborative, Drexel Dornsife School of Public Health, Philadelphia, PA, USA.
| | - Iryna Dronova
- Department of Landscape Architecture and Environmental Planning, College of Environmental Design, University of California Berkeley, Berkeley, CA, USA; Department of Environmental Science, Policy, and Management, University of California, Berkeley, CA, USA
| | - Yang Ju
- Institute for Urban and Regional Development, University of California Berkeley, Berkeley, CA, USA
| | - Nelson Gouveia
- Departamento de Medicina Preventiva, Faculdade de Medicina da Universidade de São Paulo, São Paulo, Brazil
| | - Waleska Teixeira Caiaffa
- Observatório de Saúde Urbana de Belo Horizonte, Faculdade de Medicina da Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Amélia Augusta de Lima Friche
- Observatório de Saúde Urbana de Belo Horizonte, Faculdade de Medicina da Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Kari Moore
- Urban Health Collaborative, Drexel Dornsife School of Public Health, Philadelphia, PA, USA
| | - J Jaime Miranda
- CRONICAS Center of Excellence in Chronic Diseases, Universidad Peruana Cayetano Heredia, Lima, Peru; Department of Medicine, School of Medicine, Universidad Peruana Cayetano Heredia, Lima, Peru
| | - Daniel A Rodríguez
- Department of City and Regional Planning and Institute for Transportation Studies, University of California Berkeley, Berkeley, CA, USA
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Fisher JC, Bicknell JE, Irvine KN, Hayes WM, Fernandes D, Mistry J, Davies ZG. Bird diversity and psychological wellbeing: A comparison of green and coastal blue space in a neotropical city. THE SCIENCE OF THE TOTAL ENVIRONMENT 2021; 793:148653. [PMID: 34328965 DOI: 10.1016/j.scitotenv.2021.148653] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/18/2021] [Revised: 05/18/2021] [Accepted: 06/20/2021] [Indexed: 06/13/2023]
Abstract
Accelerating rates of urbanisation are contributing to biodiversity declines worldwide. However, urban green (e.g. parks) and blue spaces (e.g. coast) provide important habitat for species. Emerging evidence also shows that green and blue spaces can benefit human psychological wellbeing, although few studies originate from the Global South and it is unclear whether more biodiverse spaces offer greater wellbeing gains. We examine how bird diversity (abundance, species richness, Shannon diversity, and community composition) in green and coastal blue space in Georgetown, Guyana, is associated with people's wellbeing (positive and negative affect, anxiety) in situ, using point counts and questionnaires. Bird community composition differed between green and coastal sites, and diversity was significantly higher in green sites. Positive affect and anxiety did not differ between green and coastal sites, but negative affect was higher in coastal sites. Mixed-effect models showed no associations between biodiversity and wellbeing, implying other features are contributing to people's positive wellbeing. Despite no association between biodiversity and wellbeing, both green and coastal blue sites are important for wellbeing and supporting different bird communities. City planning authorities and public health professionals should ensure these social and environmental needs are met in developing cities in the Global South.
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Affiliation(s)
- Jessica C Fisher
- Durrell Institute of Conservation and Ecology (DICE), University of Kent, Canterbury CT2 7NR, UK.
| | - Jake E Bicknell
- Durrell Institute of Conservation and Ecology (DICE), University of Kent, Canterbury CT2 7NR, UK
| | - Katherine N Irvine
- Social, Economic and Geographical Sciences, James Hutton Institute, Craigiebuckler, Aberdeen AB15 8QH, UK
| | - William M Hayes
- Durrell Institute of Conservation and Ecology (DICE), University of Kent, Canterbury CT2 7NR, UK
| | - Damian Fernandes
- Conservation International Guyana, 98 Laluni St, Georgetown, Guyana
| | - Jayalaxshmi Mistry
- Department of Geography, Royal Holloway University of London, Egham Hill, Egham TW20 0EX, UK
| | - Zoe G Davies
- Durrell Institute of Conservation and Ecology (DICE), University of Kent, Canterbury CT2 7NR, UK
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Effect of Space Configurational Attributes on Social Interactions in Urban Parks. SUSTAINABILITY 2021. [DOI: 10.3390/su13147805] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Urban parks are one of the most common spaces for social interactions in modern cities. The design of park spaces, especially space configuration, has significant influences on people’s social behaviors in parks. In this study, the associations between space configurational attributes and social interactions were investigated using space syntax theory. An observation analysis of social behaviors was carried out in two urban parks in Beijing, China. Nine space configurational attributes, including depth to the gate, depth to the main road, connectivity, normalized angular integration (NAIN), and normalized angular choice (NACH) with three radii, were calculated using a segment model. The variance analysis and regression analysis reveal the strong joint effect of space type, space scale factors, and space configurational attributes on social interaction behaviors in parks. The personal interaction group contained 23% of the total observed people involved in social interactions. Pathway length, zone area, and NACH-10K (NACH with a radius of 10,000 m) are positively associated with the number of people involved in personal interactions. For the social interaction group (77% of the total observed people), the space scale and depth to main city road were found to have a positive and negative influence on social interaction intensity.
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Petrunoff NA, Yi NX, Dickens B, Sia A, Koo J, Cook AR, Lin WH, Ying L, Hsing AW, van Dam RM, Müller-Riemenschneider F. Associations of park access, park use and physical activity in parks with wellbeing in an Asian urban environment: a cross-sectional study. Int J Behav Nutr Phys Act 2021; 18:87. [PMID: 34215259 PMCID: PMC8254359 DOI: 10.1186/s12966-021-01147-2] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Accepted: 06/02/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Relationships between park access, park use, and wellbeing remain poorly understood. The objectives of this study were to investigate: (1) perceived and objective park access in relation to park use and physical activity in parks; and; (2) perceived and objective park access, park use and physical activity in parks and their associations with wellbeing. METHODS An interviewer-assisted survey collected data on perceived time to walk to parks, park use time, park physical activity time and wellbeing (using a scale containing nine domains) amongst adult participants of the Singapore Multi-Ethnic Cohort. Geospatial maps of parks and the "walkable" street networks were created for the city-state of Singapore to objectively determine distances to accessible points on park boundaries. Multiple linear regression models estimated the importance of park access to park use and associations of park access and park use with wellbeing, adjusting for potential confounders. RESULTS Participants' (n = 3435) average age was 48.8 years (SD, 12.8), 44.8% were male and 72.6% were of Chinese ethnicity. Better perceived but not true park access was significantly associated with greater park use. Park access (perceived or true) was not associated with physical activity time in parks. Greater participant park time and physical activity time in parks were associated with higher wellbeing scores (p < 0.001). The differences in wellbeing scores between the reference groups, who spent negligible time in parks, and the highest quartiles of time in parks (10.8 h/month) and physical activity in parks (8.3 h/month) were 3.2 (95% CI 2.1-4.4) and 4.2 (95% CI 4.1-6.3) points out of 100 respectively. These associations were similar for most domains of wellbeing, with clear dose-response relationships. CONCLUSIONS While perceived park access was strongly associated with park use and well-being, true park access was not, and neither park access measure was associated with park physical activity. Future studies could investigate the influence of park attributes on park use, physical activity in parks and wellbeing. The consistent associations of park use and particularly physical activity in parks with wellbeing suggest that promoting park use, and especially physical activity in parks, is a promising strategy for improving wellbeing in urban settings.
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Affiliation(s)
- Nicholas A Petrunoff
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Block MD1, 12 Science Drive 2, #10-01, Singapore, 117549, Singapore.
| | - Ng Xian Yi
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Block MD1, 12 Science Drive 2, #10-01, Singapore, 117549, Singapore
| | - Borame Dickens
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Block MD1, 12 Science Drive 2, #10-01, Singapore, 117549, Singapore
| | - Angelia Sia
- Centre for Urban Greenery & Ecology, National Parks Board Singapore, 1E Cluny Rd., Singapore 11 Botanic Gardens, Singapore, 259569, Singapore.,Department of Psychological Medicine, Yong Loo Lin School of Medicine, National University of Singapore and National University Hospital System, 1E Kent Ridge Road, NUHS Tower Block, Level 9, Singapore, 119228, Singapore
| | - Joel Koo
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Block MD1, 12 Science Drive 2, #10-01, Singapore, 117549, Singapore
| | - Alex R Cook
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Block MD1, 12 Science Drive 2, #10-01, Singapore, 117549, Singapore
| | - Wee Hwee Lin
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Block MD1, 12 Science Drive 2, #10-01, Singapore, 117549, Singapore
| | - Lu Ying
- Department of Biomedical Data Sciences, Stanford Medicine, Stanford University, Palo Alto, California, USA
| | - Ann W Hsing
- Department of Medicine, Stanford Prevention Research Center, Stanford School of Medicine, Stanford University, Palo Alto, California, USA
| | - Rob M van Dam
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Block MD1, 12 Science Drive 2, #10-01, Singapore, 117549, Singapore
| | - Falk Müller-Riemenschneider
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Block MD1, 12 Science Drive 2, #10-01, Singapore, 117549, Singapore.,Digital Health Center , Berlin Institute of Health, Charite University Medical Centre Berlin, Kapelle-Ufer 2, 10117, Berlin, Germany
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