Observational studyBMC public health2013
Neighborhood walkability and cardiometabolic risk factors in Australian adults: an observational study.
Observational study in BMC public health, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 52 papers, 6 of them syntheses that pooled it.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
52 citing papers in PubMed, 6 syntheses or guidelines pooled it.
- Associations Between the Built Environment and Adult Obesity and the Mediating Role of Physical Activity: A Systematic Review.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2025Pooled it
- Associations of Urban Built Environment with Cardiovascular Risks and Mortality: a Systematic Review.Journal of urban health : bulletin of the New York Academy of Medicine · 2023Pooled it
- Walkability, Overweight, and Obesity in Adults: A Systematic Review of Observational Studies.International journal of environmental research and public health · 2019Pooled it
- Built environmental characteristics and diabetes: a systematic review and meta-analysis.BMC medicine · 2018Pooled it
- Environmental Risk Factors for Developing Type 2 Diabetes Mellitus: A Systematic Review.International journal of environmental research and public health · 2018Pooled it
- Built Environment, Selected Risk Factors and Major Cardiovascular Disease Outcomes: A Systematic Review.PloS one · 2016Pooled it
- People living in hilly residential areas in metropolitan Perth have less diabetes: spurious association or important environmental determinant?International journal of health geographics · 2013Trial
- Neighborhood Walkability and the Development of Type 2 Diabetes After Gestational Diabetes Mellitus: A Longitudinal Study in New York City.Diabetes care · 2026Article
- Neighborhood walkability and cardiometabolic disease in Texas.Scientific reports · 2025Article
- Assessing the built environment through photographs and its association with obesity in 21 countries: the PURE Study.The Lancet. Global health · 2024Article
- Association between area-level walkability and glycated haemoglobin: a Portuguese population-based study.BMC public health · 2024Article
- Association of Income Level and Ischemic Heart Disease: Potential Role of Walkability.Arquivos brasileiros de cardiologia · 2023Article
- Sedentary Behavior and Lack of Physical Activity among Children in Indonesia.Children (Basel, Switzerland) · 2023Article
- Factors Associated With Blood Pressure Control Among Patients in Community Health Centers.American journal of preventive medicine · 2023Article
- The Weight of Place: Built Environment Correlates of Obesity and Diabetes.Endocrine reviews · 2022Review
- Moderating Effects of Racial Segregation on the Associations of Cardiovascular Outcomes with Walkability in Chicago Metropolitan Area.International journal of environmental research and public health · 2022Article
- Built Environments And Child Health in WalEs and AuStralia (BEACHES): a study protocol.BMJ open · 2022Article
- Impact of land use and food environment on risk of type 2 diabetes: A national study of veterans, 2008-2018.Environmental research · 2022Article
- Physical Activity and Food Environments in and around Schools: A Case Study in Regional North-West Tasmania.International journal of environmental research and public health · 2022Article
- Associations of Urban Environment Features with Hypertension and Blood Pressure across 230 Latin American Cities.Environmental health perspectives · 2022Article
Corrections and comments
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Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundStudies repeatedly highlight associations between the built environment and physical activity, particularly walking. Fewer studies have examined associations with cardiometabolic risk factors, with associations with obesity inconsistent and scarce evidence examining associations with other cardiometabolic risk factors. We aim to investigate the association between neighborhood walkability and the prevalence of obesity, hypertension, hypercholesterolaemia, and type-2 diabetes mellitus.
methodsCross-sectional study of 5,970 adults in Western Australia. Walkability was measured objectively for a 1,600 m and 800 m neighborhood buffer. Logistic regression was used to assess associations overall and by sex, adjusting for socio-demographic factors. Mediation by physical activity and sedentary behavior was investigated.
resultsIndividuals living in high compared with less walkable areas were less likely to be obese (1,600 m OR: 0.84, 95% CI: 0.7 to 1; 800 m OR: 0.75, 95% CI: 0.62 to 0.9) and had lower odds of type-2 diabetes mellitus at the 800 m buffer (800 m OR: 0.69, 95% CI: 0.51 to 0.93). There was little evidence for an association between walkability and hypertension or hypercholesterolaemia. The only significant evidence of any difference in the associations in men and women was a stronger association with type-2 diabetes mellitus at the 800 m buffer in men. Associations with obesity and diabetes attenuated when additionally adjusting for physical activity and sedentary behavior but the overall association with obesity remained significant at the 800 m buffer (800 m OR: 0.78, 95% CI: 0.64 to 0.96).
conclusionsA protective association between neighborhood walkability and obesity was observed. Neighborhood walkability may also be protective of type-2 diabetes mellitus, particularly in men. No association with hypertension or hypercholesterolaemia was found. This warrants further investigation. Findings contribute towards the accumulating evidence that city planning and policy related strategies aimed at creating supportive environments could play an important role in the prevention of chronic diseases.
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