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Xiaohelaiti X, Liu X, Li C, Wang T, Wu J, Peng B, Zhang Y. Neighborhood environment and body mass index in community-dwelling older adults in China: The mediating role of transport-related physical activity. Geriatr Nurs 2024; 55:304-310. [PMID: 38128437 DOI: 10.1016/j.gerinurse.2023.12.007] [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: 10/11/2023] [Revised: 12/06/2023] [Accepted: 12/08/2023] [Indexed: 12/23/2023]
Abstract
OBJECTIVES To examine whether the associations of neighborhood environment and body mass index (BMI) of community-dwelling older adults aged 70 and above were mediated by transport-related physical activity (TRPA). METHODS A bootstrap method was employed to test the mediation model with multisource data from Chongqing, China. RESULTS Neighborhood walkability (effect: 0.030, 95% CI [0.001-0.160]) and shopping facility accessibility (effect: 0.002, 95 % CI [0.001 - 0.101]) exhibited positive effects on BMI indirectly through decreasing TRPA duration. Negative indirect effects of sports facility accessibility (effect: -0.004, 95 % CI [-0.112 - -0.003]) and transit accessibility (effect: -0.044, 95 % CI [-0.074 - -0.002]) on BMI were observed through increasing TRPA duration. Park accessibility showed both direct (effect: -0.242, p < 0.05) and indirect (effect: -0.036, 95 % CI [-0.061 - -0.005]) negative correlations with BMI. CONCLUSION Our findings facilitate neighborhood environment interventions regarding obesity among older adults in developing countries.
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Affiliation(s)
- Xiayidan Xiaohelaiti
- State Key Laboratory of Ocean Engineering, China Institute for Urban Governance, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Xiaofei Liu
- Key Laboratory of Advanced Public Transportation Science, China Academy of Transportation Sciences, Ministry of Transport, Beijing 100029, China
| | - Chaoyang Li
- State Key Laboratory of Ocean Engineering, China Institute for Urban Governance, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Tao Wang
- State Key Laboratory of Ocean Engineering, China Institute for Urban Governance, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Jiani Wu
- State Key Laboratory of Ocean Engineering, China Institute for Urban Governance, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Bozhezi Peng
- State Key Laboratory of Ocean Engineering, China Institute for Urban Governance, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Yi Zhang
- State Key Laboratory of Ocean Engineering, China Institute for Urban Governance, Shanghai Jiao Tong University, Shanghai 200240, China.
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Jabeen A, Afzal MS, Pathan SA. A Review of the Role of Built Environment and Temperature in the Development of Childhood Obesity. Cureus 2023; 15:e49657. [PMID: 38161805 PMCID: PMC10756253 DOI: 10.7759/cureus.49657] [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] [Accepted: 11/29/2023] [Indexed: 01/03/2024] Open
Abstract
The burden of obesity is rising globally and is studied widely, yet the evidence for the association of environmental factors (both built and natural) with childhood obesity remains inconsistent. A relation with temperature as a proxy for natural environmental factors for obesity has not been reviewed previously. The purpose of this review was to assimilate updated evidence on environmental factors of childhood obesity. Three databases, MEDLINE (Medical Literature Analysis and Retrieval System Online), Web of Science, and Cochrane, were searched for articles related to the effect of built environment and temperature on childhood obesity in 6-12-year-olds published in the last five years. Twelve studies were identified: four longitudinal and eight cross-sectional. The studies were appraised using the National Institute of Health Quality (NIH) Assessment Tool. A review of included studies showed that built environmental features like higher residential and population density, higher intersection density, more playgrounds, and all park features like the presence or availability of parks, high number of parks, proximity to parks, and an increased park land area, showed a protective association against childhood obesity while land use mix showed a promoting association for the development of childhood obesity. Inconclusive evidence was observed for other built environmental features. The search strategy did not retrieve any literature published in the past five years studying the association between temperature and the development of childhood obesity. Standardization of definitions of exposure and outcome measures is recommended. Further research studying the relationship between environmental temperature and the development of childhood obesity is recommended.
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Affiliation(s)
- Atika Jabeen
- Public Health, London School of Hygiene & Tropical Medicine, University of London, London, GBR
- Emergency Department, Hamad Medical Corporation, Doha, QAT
| | | | - Sameer A Pathan
- Emergency Department, Hamad Medical Corporation, Doha, QAT
- Emergency Medicine, Blizard Institute, Queen Mary University of London, London, GBR
- Emergency Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, AUS
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3
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Azra KK, Nielsen A, Kim C, Dusing GJ, Chum A. Investigating suicide related behaviours across sexual orientation and neighbourhood deprivation levels: A cohort study using linked health administrative data. PLoS One 2023; 18:e0282910. [PMID: 36989270 PMCID: PMC10058080 DOI: 10.1371/journal.pone.0282910] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Accepted: 02/24/2023] [Indexed: 03/30/2023] Open
Abstract
BACKGROUND There have been no studies examining how neighbourhood deprivation modifies the effects of sexual minority status on suicide-related behaviours (SRB). Sexual minority individuals in deprived areas may face unique challenges and stressors that exacerbate their risk of SRB. This study aims to investigate the association between sexual minority status and clinical SRB, and examine whether the effect of neighbourhood deprivation differs across sexual orientation. METHODS A population-representative survey sample (169,090 respondents weighted to represent 8,778,120 individuals; overall participation rate 75%) was linked to administrative health data in Ontario, Canada to measure SRB-related events (emergency department visits, hospitalizations, and deaths) from 2007 to 2017. Neighbourhood-level deprivation was measured using the Ontario Marginalisation index measure of material deprivation at the dissemination area level. Discrete-time survival analysis models, stratified by sex, tested the effects of neighbourhood deprivation and sexual minority status, while controlling for individual-level covariates. RESULTS Sexual minority men had 2.79 times higher odds of SRB compared to their heterosexual counterparts (95% CI 1.66 to 4.71), while sexual minority women had 2.14 times higher odds (95% CI 1.54 to 2.98). Additionally, neighbourhood deprivation was associated with higher odds of SRB: men in the most deprived neighbourhoods (Q5) had 2.01 times higher odds (95% CI 1.38 to 2.92) of SRB compared to those in the least deprived (Q1), while women had 1.75 times higher odds (95% CI 1.28 to 2.40). No significant interactions were observed between sexual minority status and neighbourhood deprivation levels. CONCLUSION In both men and women, sexual minority status and neighbourhood deprivation are independent risk factors for SRB. Despite the lack of effect modification, sexual minorities living in the most deprived neighbourhoods have the highest chances of SRB. Future investigations should evaluate interventions and policies to improve sexual minority mental health and address neighbourhood deprivation.
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Affiliation(s)
- Karanpreet Kaur Azra
- Department of Applied Health Sciences, Brock University, St. Catharines, Ontario, Canada
| | - Andrew Nielsen
- Department of Applied Health Sciences, Brock University, St. Catharines, Ontario, Canada
- Canadian Institute for Health Information, Toronto, Ontario, Canada
| | - Chungah Kim
- School of Kinesiology and Health Science, York University, Toronto, Ontario, Canada
| | - Gabriel John Dusing
- School of Kinesiology and Health Science, York University, Toronto, Ontario, Canada
| | - Antony Chum
- Department of Applied Health Sciences, Brock University, St. Catharines, Ontario, Canada
- School of Kinesiology and Health Science, York University, Toronto, Ontario, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada
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Chong S, Mazumdar S, Jalaludin B, Hatfield J. Associations between walkability and pedestrian related injuries is modified by sociodemographic characteristics. Injury 2022; 53:3978-3986. [PMID: 36184362 DOI: 10.1016/j.injury.2022.09.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Accepted: 09/11/2022] [Indexed: 02/02/2023]
Abstract
BACKGROUND Walkability scores have been developed to measure how well the characteristics of the physical environment support walking. However, because pedestrian safety is not taken into account, areas that have higher Walk Scores could be associated with more walking and also more pedestrian-related injury. We aimed to explore the association between Walk Score and pedestrian-related injury in Sydney. METHOD Pedestrian-related injuries from 2010 to 2018 in Sydney were identified in the New South Wales Combined Admitted Patient Epidemiology Data. Walk Score was used to measure area-level walkability in Sydney statistical division. Regression models were used to examine the association between Walk Score, pedestrian-related injury, length of hospital stay (LOS) and injury severity. RESULT Among people aged ≤64 years, there was no significant association between walkability score and pedestrian-related injury. Among people aged ≥ 65 years, walkability score was significantly positively associated with pedestrian-related injury, which peaked at Somewhat Walkable. For most disadvantaged areas, the risk of pedestrian-related injury was highest for areas that were classified as Somewhat Walkable. For moderately disadvantaged areas, the risk of pedestrian-related injury was highest at Very Walkable to Walker's Paradise areas. For the least disadvantaged areas, there was no significant association between walkability score and pedestrian-related injury. For LOS among people aged ≥ 65 years or in the most disadvantaged areas, it peaked at Somewhat Walkable areas. For injury severity, the risk of serious pedestrian-related injury was highest at Very Walkable to Walker's Paradise areas among people aged 16-64 years. CONCLUSION For the majority of the population, built environment characteristics that are considered to make walking attractive also make it safer, offsetting any exposure-related increase injury risk. However, this is not the case for people aged ≥ 19 years, and those living in socioeconomically disadvantaged areas. Incorporating measures of pedestrian safety in walkability scores may create an impetus to ensure that the built environment is designed to support the safety of pedestrians from these groups.
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Affiliation(s)
- Shanley Chong
- Population Health Intelligence, Healthy People & Places Unit Population Health, South Western Sydney Local Health District, New South Wales, Australia; South Western Sydney Clinical School, University of New South Wales, New South Wales, Australia.
| | - Soumya Mazumdar
- Population Health Intelligence, Healthy People & Places Unit Population Health, South Western Sydney Local Health District, New South Wales, Australia; South Western Sydney Clinical School, University of New South Wales, New South Wales, Australia
| | - Bin Jalaludin
- Population Health Intelligence, Healthy People & Places Unit Population Health, South Western Sydney Local Health District, New South Wales, Australia; Ingham Institute for Applied Medical Research, University of New South Wales, Liverpool, NSW 2170, Australia
| | - Julie Hatfield
- School of Aviation Faculty of Science, University of New South Wales, Australia
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Cerin E, Sallis JF, Salvo D, Hinckson E, Conway TL, Owen N, van Dyck D, Lowe M, Higgs C, Moudon AV, Adams MA, Cain KL, Christiansen LB, Davey R, Dygrýn J, Frank LD, Reis R, Sarmiento OL, Adlakha D, Boeing G, Liu S, Giles-Corti B. Determining thresholds for spatial urban design and transport features that support walking to create healthy and sustainable cities: findings from the IPEN Adult study. Lancet Glob Health 2022; 10:e895-e906. [PMID: 35561724 PMCID: PMC9731787 DOI: 10.1016/s2214-109x(22)00068-7] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Revised: 12/15/2021] [Accepted: 02/04/2022] [Indexed: 12/14/2022]
Abstract
An essential characteristic of a healthy and sustainable city is a physically active population. Effective policies for healthy and sustainable cities require evidence-informed quantitative targets. We aimed to identify the minimum thresholds for urban design and transport features associated with two physical activity criteria: at least 80% probability of engaging in any walking for transport and WHO's target of at least 15% relative reduction in insufficient physical activity through walking. The International Physical Activity and the Environment Network Adult (known as IPEN) study (N=11 615; 14 cities across ten countries) provided data on local urban design and transport features linked to walking. Associations of these features with the probability of engaging in any walking for transport and sufficient physical activity (≥150 min/week) by walking were estimated, and thresholds associated with the physical activity criteria were determined. Curvilinear associations of population, street intersection, and public transport densities with walking were found. Neighbourhoods exceeding around 5700 people per km2, 100 intersections per km2, and 25 public transport stops per km2 were associated with meeting one or both physical activity criteria. Shorter distances to the nearest park were associated with more physical activity. We use the results to suggest specific target values for each feature as benchmarks for progression towards creating healthy and sustainable cities.
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Affiliation(s)
- Ester Cerin
- Mary MacKillop Institute for Health Research, Australian Catholic University, Melbourne, VIC, Australia,School of Public Health, The University of Hong Kong, Hong Kong, Hong Kong Special Administrative Region, China,Correspondence to: Prof Ester Cerin, Mary MacKillop Institute for Health Research, Australian Catholic University, Melbourne, VIC 3000, Australia
| | - James F Sallis
- Mary MacKillop Institute for Health Research, Australian Catholic University, Melbourne, VIC, Australia,Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, CA, USA
| | - Deborah Salvo
- Prevention Research Center, Brown School, Washington University in St Louis, St Louis, MO, USA
| | - Erica Hinckson
- Human Potential Centre, School of Sport and Recreation, Auckland University of Technology, Auckland, New Zealand
| | - Terry L Conway
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, CA, USA
| | - Neville Owen
- Centre for Urban Transitions, Swinburne University of Technology and Baker Heart and Diabetes Institute, Melbourne, VIC, Australia
| | - Delfien van Dyck
- Department of Movement and Sports Sciences, Faculty of Medicine and Sports Sciences, Ghent University, Ghent, Belgium
| | - Melanie Lowe
- Melbourne Centre for Cities, University of Melbourne, Melbourne, VIC, Australia
| | - Carl Higgs
- Healthy Liveable Cities Lab, RMIT University, Melbourne, VIC, Australia
| | - Anne Vernez Moudon
- Department of Urban Planning and Design, Urban Form Lab, University of Washington, Seattle, WA, USA
| | - Marc A Adams
- College of Health Solutions, Senior Global Futures Scientist, Julie Ann Wrigley Global Futures Laboratory, Arizona State University, Phoenix, AZ, USA
| | - Kelli L Cain
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, CA, USA
| | - Lars Breum Christiansen
- Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Odense, Denmark
| | - Rachel Davey
- Health Research Institute, University of Canberra, Canberra, ACT, Australia
| | - Jan Dygrýn
- Faculty of Physical Culture, Palacký University Olomouc, Olomouc, Czech Republic
| | - Lawrence D Frank
- Department of Urban Studies and Planning, University of California San Diego, CA, USA
| | - Rodrigo Reis
- Prevention Research Center, Brown School, Washington University in St Louis, St Louis, MO, USA,Graduate Program in Urban Management, Pontifical Catholic University of Parana, Curitiba, Brazil
| | - Olga L Sarmiento
- School of Medicine at Universidad de los Andes, Bogotá, Colombia
| | - Deepti Adlakha
- Department of Landscape Architecture and Environmental Planning, Natural Learning Initiative, College of Design, North Carolina State University, Raleigh, NC, USA
| | - Geoff Boeing
- Department of Urban Planning and Spatial Analysis, Sol Price School of Public Policy, University of Southern California, Los Angeles, California, USA
| | - Shiqin Liu
- School of Public Policy and Urban Affairs, Northeastern University, Boston, MA, USA
| | - Billie Giles-Corti
- Healthy Liveable Cities Lab, RMIT University, Melbourne, VIC, Australia,School of Population Health, The University of Western Australia, Perth, WA, Australia
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6
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Bonnell LN, Troy AR, Littenberg B. Nonlinear relationship between nonresidential destinations and body mass index across a wide range of development. Prev Med 2021; 153:106775. [PMID: 34437875 DOI: 10.1016/j.ypmed.2021.106775] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/24/2020] [Revised: 08/20/2021] [Accepted: 08/21/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Destination accessibility is an important measure of the built environment that is associated with active transport and body mass index (BMI). In higher density settings, an inverse association has been consistently found, but in lower density settings, findings are limited. We previously found a positive relationship between the density of nonresidential destinations (NRD) and BMI in a low-density state. We sought to test the generalizability of this unexpected finding using data from six other states that include a broader range of settlement densities. METHODS We obtained the address, height, and weight of 16.9 million residents with a driver's license or state identification cards, as well as the location of 3.8 million NRDs in Washington, Oregon, Texas, Illinois, Michigan, and Maine from Dun & Bradstreet. We tested the association between NRDs∙ha-1 within 1 km of the home address, and self-reported BMI (kg∙m-2). Visualization by locally-weighted smoothing curves (LOWESS) revealed an inverted U-shape. A multivariable piecewise regression with a random intercept for state was used to assess the relationship. RESULTS After accounting for age, sex, year of issue, and census tract social and economic variables, BMI correlated positively with NRDs in the low-to-mid density stratum (β = +0.005 kg∙m-2/nonresidential building∙ha-1; 95% CI: +0.004,+0.006) and negatively in the mid-to-high density stratum (β = -0.002; 95% CI: -0.004,-0.0003); a significant difference in slopes (P < 0.001). CONCLUSIONS BMI peaked in the middle density, with lower values in both the low and high-density extremes. These results suggest that the mechanisms by which NRDs are associated with obesity may differ by density level.
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Affiliation(s)
- Levi N Bonnell
- University of Vermont, Burlington, VT, United States of America.
| | - Austin R Troy
- University of Colorado Denver, Denver, CO, United States of America
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Measuring the Built Environment in Studies of Child Health-A Meta-Narrative Review of Associations. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph182010741. [PMID: 34682484 PMCID: PMC8535212 DOI: 10.3390/ijerph182010741] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Revised: 10/05/2021] [Accepted: 10/07/2021] [Indexed: 12/23/2022]
Abstract
Although the built environment (BE) is important for children’s health, there is little consensus about which features are most important due to differences in measurement and outcomes across disciplines. This meta-narrative review was undertaken by a multi-disciplinary team of researchers to summarise ways in which the BE is measured, and how this links to children’s health. A structured search of four databases across the relevant disciplines retrieved 108 relevant references. The most commonly addressed health-related outcomes were active travel, physical activity and play, and obesity. Many studies used objective (GIS and street audits) or standardised subjective (perceived) measurements of the BE. However, there was a wide variety, and sometimes inconsistency, in their definition and use. There were clear associations between the BE and children’s health. Objective physical activity and self-reported active travel, or obesity, were positively associated with higher street connectivity or walkability measures, while self-reported physical activity and play had the strongest association with reduced street connectivity, indicated by quieter, one-way streets. Despite the high heterogeneity found in BE measures and health outcomes, the meta-narrative approach enabled us to identify ten BE categories that are likely to support children’s health and be protective against some non-communicable disease risk factors. Future research should implement consistent BE measures to ensure key features are explored. A systems approach will be particularly relevant for addressing place-based health inequalities, given potential unintended health consequences of making changes to the BE.
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Pitt TM, Aucoin J, HubkaRao T, Goopy S, Cabaj J, Hagel B, McCormack GR. The Relationship of Urban Form on Children and Adolescent Health Outcomes: A Scoping Review of Canadian Evidence. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18084180. [PMID: 33920876 PMCID: PMC8071316 DOI: 10.3390/ijerph18084180] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/19/2021] [Revised: 04/09/2021] [Accepted: 04/12/2021] [Indexed: 11/16/2022]
Abstract
Urban form can have an impact on health outcomes in children, and the synthesis of findings can identify gaps in the literature and regional reviews may help guide policymakers. This study aims to complete a scoping review of the research relating urban form to health outcomes in children and adolescents from urban Canadian settings. Thirteen online databases were searched to identify studies that had objective measures of urban form and health outcomes. Two research assistants independently reviewed 27,444 titles and abstracts, and 176 full-text articles, returning 32 unique studies with youth-specific data. The majority of the included studies were cross-sectional or ecological (n = 26). Six studies used Canada-wide data and the rest were from Ontario (n = 11), Alberta (n = 6), and Quebec (n = 6). Urban form characteristics included neighbourhood food environment (n = 11), parks/natural space/greenness (n = 10), road or intersection characteristics (n = 7), and aggregated urban form measures (n = 7). Studies examined a variety of health outcomes: the majority considered weight status (n = 16) and injury (n = 10). Although there is over-reliance on mainly cross-sectional study designs, there is evidence suggesting that urban form is associated with health outcomes in Canadian youth, with parks/greenspace, road connectivity, and road characteristics most consistently associated with health outcomes in youth.
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Affiliation(s)
- Tona M. Pitt
- Department of Paediatrics, Cumming School of Medicine, University of Calgary, 28 Oki Drive NW, Calgary, AB T3B 6A8, Canada; (T.H.); (B.H.)
- Correspondence: ; Tel.: +1-403-955-7517
| | - Janet Aucoin
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, 3280 Hospital Drive NW, Calgary, AB T2N 4Z6, Canada; (J.A.); (J.C.); (G.R.M.)
| | - Tate HubkaRao
- Department of Paediatrics, Cumming School of Medicine, University of Calgary, 28 Oki Drive NW, Calgary, AB T3B 6A8, Canada; (T.H.); (B.H.)
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, 3280 Hospital Drive NW, Calgary, AB T2N 4Z6, Canada; (J.A.); (J.C.); (G.R.M.)
| | - Suzanne Goopy
- Faculty of Nursing, University of Calgary, 2500 University Drive NW, Calgary, AB T2N 1N4, Canada;
- Usher Institute, Old Medical School, University of Edinburgh, Teviot Place, Edinburgh EH8 9AG, Scotland, UK
| | - Jason Cabaj
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, 3280 Hospital Drive NW, Calgary, AB T2N 4Z6, Canada; (J.A.); (J.C.); (G.R.M.)
- Alberta Health Services, 10301 Southport Lane SW, Calgary, AB T2W 1S7, Canada
| | - Brent Hagel
- Department of Paediatrics, Cumming School of Medicine, University of Calgary, 28 Oki Drive NW, Calgary, AB T3B 6A8, Canada; (T.H.); (B.H.)
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, 3280 Hospital Drive NW, Calgary, AB T2N 4Z6, Canada; (J.A.); (J.C.); (G.R.M.)
- Alberta Children’s Hospital Research Institute, University of Calgary, 28 Oki Drive NW, Calgary, AB T3B 6A8, Canada
- Sport Injury Prevention Research Centre, Faculty of Kinesiology, University of Calgary, 2500 University Drive NW, Calgary, AB T2N 1N4, Canada
- O’Brien Institute for Public Health, University of Calgary, 3280 Hospital Drive NW, Calgary, AB T2N 4Z6, Canada
| | - Gavin R. McCormack
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, 3280 Hospital Drive NW, Calgary, AB T2N 4Z6, Canada; (J.A.); (J.C.); (G.R.M.)
- School of Architecture, Planning and Landscape, University of Calgary, 2500 University Drive NW, Calgary, AB T2N 1N4, Canada
- Faculty of Kinesiology, University of Calgary, 2500 University Drive NW, Calgary, AB T2N 1N4, Canada
- Faculty of Sport Sciences, Waseda University, 1-104 Totsukamachi, Shinjuku-ku, Tokyo 169-8050, Japan
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Kartschmit N, Sutcliffe R, Sheldon MP, Moebus S, Greiser KH, Hartwig S, Thürkow D, Stentzel U, van den Berg N, Wolf K, Maier W, Peters A, Ahmed S, Köhnke C, Mikolajczyk R, Wienke A, Kluttig A, Rudge G. Walkability and its association with walking/cycling and body mass index among adults in different regions of Germany: a cross-sectional analysis of pooled data from five German cohorts. BMJ Open 2020; 10:e033941. [PMID: 32350013 PMCID: PMC7213856 DOI: 10.1136/bmjopen-2019-033941] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Abstract
OBJECTIVES To examine three walkability measures (points of interest (POI), transit stations and impedance (restrictions to walking) within 640 m of participant's addresses) in different regions in Germany and assess the relationships between walkability, walking/cycling and body mass index (BMI) using generalised additive models. SETTING Five different regions and cities of Germany using data from five cohort studies. PARTICIPANTS For analysing walking/cycling behaviour, there were 6269 participants of a pooled sample from three cohorts with a mean age of 59.2 years (SD: 14.3) and of them 48.9% were male. For analysing BMI, there were 9441 participants of a pooled sample of five cohorts with a mean age of 62.3 years (SD: 12.8) and of them 48.5% were male. OUTCOMES (1) Self-reported walking/cycling (dichotomised into more than 30 min and 30 min and less per day; (2) BMI calculated with anthropological measures from weight and height. RESULTS Higher impedance was associated with lower prevalence of walking/cycling more than 30 min/day (prevalence ratio (PR): 0.95; 95% CI 0.93 to 0.97), while higher number of POI and transit stations were associated with higher prevalence (PR 1.03; 95% CI 1.02 to 1.05 for both measures). Higher impedance was associated with higher BMI (ß: 0.15; 95% CI 0.04 to 0.25) and a higher number of POI with lower BMI (ß: -0.14; 95% CI -0.24 to 0.04). No association was found between transit stations and BMI (ß: 0.005, 95% CI -0.11 to 0.12). Stratified by cohort we observed heterogeneous associations between BMI and transit stations and impedance. CONCLUSION We found evidence for associations of walking/cycling with walkability measures. Associations for BMI differed across cohorts.
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Affiliation(s)
- Nadja Kartschmit
- Institute of Med. Epidemiology, Biometrics and Informatics, Martin-Luther-University Halle-Wittenberg, Halle, Germany
- German Center for Diabetes Research (DZD), Neuherberg, Germany
| | - Robynne Sutcliffe
- Centre for Urban Epidemiology, University Clinics Essen, Essen, Germany
| | | | - Susanne Moebus
- Centre for Urban Epidemiology, University Clinics Essen, Essen, Germany
| | - Karin Halina Greiser
- Institute of Med. Epidemiology, Biometrics and Informatics, Martin-Luther-University Halle-Wittenberg, Halle, Germany
- German Cancer Research Centre, Heidelberg, Baden-Württemberg, Germany
| | - Saskia Hartwig
- Institute of Med. Epidemiology, Biometrics and Informatics, Martin-Luther-University Halle-Wittenberg, Halle, Germany
- German Center for Diabetes Research (DZD), Neuherberg, Germany
| | - Detlef Thürkow
- Institute of Geosciences and Geography, Martin-Luther-University Halle-Wittenberg, Halle, Germany
| | - Ulrike Stentzel
- Institute for Community Medicine, University Medicine Greifswald, Greifswald, Germany
| | - Neeltje van den Berg
- Institute for Community Medicine, University Medicine Greifswald, Greifswald, Germany
| | - Kathrin Wolf
- German Center for Diabetes Research (DZD), Neuherberg, Germany
- Institute of Epidemiology II, Helmholtz Zentrum München, Neuherberg, Germany
| | - Werner Maier
- German Center for Diabetes Research (DZD), Neuherberg, Germany
- Helmholtz Zentrum München, German Research Center for Environmental Health, Institute of Health Economics and Health Care Management, Neuherberg, Germany
| | - Annette Peters
- German Center for Diabetes Research (DZD), Neuherberg, Germany
- Institute of Epidemiology II, Helmholtz Zentrum München, Neuherberg, Germany
| | - Salman Ahmed
- Centre for Urban Epidemiology, University Clinics Essen, Essen, Germany
| | - Corinna Köhnke
- Institute of Epidemiology and Social Medicine, University of Münster, Münster, Nordrhein-Westfalen, Germany
| | - Rafael Mikolajczyk
- Institute of Med. Epidemiology, Biometrics and Informatics, Martin-Luther-University Halle-Wittenberg, Halle, Germany
| | - Andreas Wienke
- Institute of Med. Epidemiology, Biometrics and Informatics, Martin-Luther-University Halle-Wittenberg, Halle, Germany
| | - Alexander Kluttig
- Institute of Med. Epidemiology, Biometrics and Informatics, Martin-Luther-University Halle-Wittenberg, Halle, Germany
- German Center for Diabetes Research (DZD), Neuherberg, Germany
| | - Gavin Rudge
- Institute of Applied Health Research, University of Birmingham, Birmingham, UK
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