Contributions of Multiple Built Environment Features to 10-Year Change in Body Mass Index and Waist Circumference in a South Australian Middle-Aged Cohort

Residential areas may shape health, yet few studies are longitudinal or concurrently test relationships between multiple residential features and health. This longitudinal study concurrently assessed the contributions of multiple environmental features to 10-year change in clinically measured body m...

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Main Authors: Suzanne J. Carroll, Michael J. Dale, Anne W. Taylor, Mark Daniel
Format: Article
Language:English
Published: MDPI AG 2020-01-01
Series:International Journal of Environmental Research and Public Health
Subjects:
Online Access:https://www.mdpi.com/1660-4601/17/3/870
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spelling doaj-801bf1742cbc4c09984c479a7d3dc7692020-11-25T02:06:05ZengMDPI AGInternational Journal of Environmental Research and Public Health1660-46012020-01-0117387010.3390/ijerph17030870ijerph17030870Contributions of Multiple Built Environment Features to 10-Year Change in Body Mass Index and Waist Circumference in a South Australian Middle-Aged CohortSuzanne J. Carroll0Michael J. Dale1Anne W. Taylor2Mark Daniel3Health Research Institute, University of Canberra, Bruce, ACT 2617, AustraliaHealth Research Institute, University of Canberra, Bruce, ACT 2617, AustraliaDiscipline of Medicine, The University of Adelaide, Adelaide, SA 5000, AustraliaHealth Research Institute, University of Canberra, Bruce, ACT 2617, AustraliaResidential areas may shape health, yet few studies are longitudinal or concurrently test relationships between multiple residential features and health. This longitudinal study concurrently assessed the contributions of multiple environmental features to 10-year change in clinically measured body mass index (BMI) and waist circumference (WC). Longitudinal data for adults (18+ years of age, n = 2253) from the north-west of Adelaide, Australia were linked to built environment measures representing the physical activity and food environment (expressed for residence-based 1600 m road-network buffers) and area education. Associations were concurrently estimated using latent growth models. In models including all environmental exposure measures, area education was associated with change in BMI and WC (protective effects). Dwelling density was associated with worsening BMI and WC but also highly correlated with area education and moderately correlated with count of fast food outlets. Public open space (POS) area was associated with worsening WC. Intersection density, land use mix, greenness, and a retail food environment index were not associated with change in BMI or WC. This study found greater dwelling density and POS area exacerbated increases in BMI and WC. Greater area education was protective against worsening body size. Interventions should consider dwelling density and POS, and target areas with low SES.https://www.mdpi.com/1660-4601/17/3/870built environmentphysical activity environmentfood environmentlongitudinalbody mass indexwaist circumferencearea socioeconomic status
collection DOAJ
language English
format Article
sources DOAJ
author Suzanne J. Carroll
Michael J. Dale
Anne W. Taylor
Mark Daniel
spellingShingle Suzanne J. Carroll
Michael J. Dale
Anne W. Taylor
Mark Daniel
Contributions of Multiple Built Environment Features to 10-Year Change in Body Mass Index and Waist Circumference in a South Australian Middle-Aged Cohort
International Journal of Environmental Research and Public Health
built environment
physical activity environment
food environment
longitudinal
body mass index
waist circumference
area socioeconomic status
author_facet Suzanne J. Carroll
Michael J. Dale
Anne W. Taylor
Mark Daniel
author_sort Suzanne J. Carroll
title Contributions of Multiple Built Environment Features to 10-Year Change in Body Mass Index and Waist Circumference in a South Australian Middle-Aged Cohort
title_short Contributions of Multiple Built Environment Features to 10-Year Change in Body Mass Index and Waist Circumference in a South Australian Middle-Aged Cohort
title_full Contributions of Multiple Built Environment Features to 10-Year Change in Body Mass Index and Waist Circumference in a South Australian Middle-Aged Cohort
title_fullStr Contributions of Multiple Built Environment Features to 10-Year Change in Body Mass Index and Waist Circumference in a South Australian Middle-Aged Cohort
title_full_unstemmed Contributions of Multiple Built Environment Features to 10-Year Change in Body Mass Index and Waist Circumference in a South Australian Middle-Aged Cohort
title_sort contributions of multiple built environment features to 10-year change in body mass index and waist circumference in a south australian middle-aged cohort
publisher MDPI AG
series International Journal of Environmental Research and Public Health
issn 1660-4601
publishDate 2020-01-01
description Residential areas may shape health, yet few studies are longitudinal or concurrently test relationships between multiple residential features and health. This longitudinal study concurrently assessed the contributions of multiple environmental features to 10-year change in clinically measured body mass index (BMI) and waist circumference (WC). Longitudinal data for adults (18+ years of age, n = 2253) from the north-west of Adelaide, Australia were linked to built environment measures representing the physical activity and food environment (expressed for residence-based 1600 m road-network buffers) and area education. Associations were concurrently estimated using latent growth models. In models including all environmental exposure measures, area education was associated with change in BMI and WC (protective effects). Dwelling density was associated with worsening BMI and WC but also highly correlated with area education and moderately correlated with count of fast food outlets. Public open space (POS) area was associated with worsening WC. Intersection density, land use mix, greenness, and a retail food environment index were not associated with change in BMI or WC. This study found greater dwelling density and POS area exacerbated increases in BMI and WC. Greater area education was protective against worsening body size. Interventions should consider dwelling density and POS, and target areas with low SES.
topic built environment
physical activity environment
food environment
longitudinal
body mass index
waist circumference
area socioeconomic status
url https://www.mdpi.com/1660-4601/17/3/870
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