ArticleThe international journal of behavioral nutrition and physical activity2022
A longitudinal examination of objective neighborhood walkability, body mass index, and waist circumference: the REasons for Geographic And Racial Differences in Stroke study.
Article in The international journal of behavioral nutrition and physical activity, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 1 of them a synthesis that pooled it.
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Who cites it
9 citing papers in PubMed, 1 synthesis or guideline pooled it, 18 citations in OpenAlex.
- Socioeconomic inequalities in exposure to neighbourhood environments for physical activity: a systematic review.The international journal of behavioral nutrition and physical activity · 2026Pooled it
- Neighborhood economic and demographic landscape as predictors of 90-day outcomes post-stroke hospitalization.Frontiers in stroke · 2026Article
- Mapping fine-scale spatial risk patterns of gestational diabetes over time in Australia: a nationwide geospatial study.BMJ open · 2025Article
- Neighborhood walkability and cardiometabolic disease in Texas.Scientific reports · 2025Article
- The association between neighbourhood walkability and blood lipids: a Canadian population study.Lipids in health and disease · 2024Article
- Changes in Adiposity and Cognitive Function in Older Adults: The REGARDS Study.The journals of gerontology. Series B, Psychological sciences and social sciences · 2024Article
- Cumulative Experience of Neighborhood Walkability and Change in Weight and Waist Circumference in REGARDS.American journal of epidemiology · 2023Article
- Article
- Stroke in women between 2006 and 2018: Demographic, socioeconomic, and age disparities.Women's health (London, England)Article
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Authors and funding
4 authors at 2 institutions in 1 country.
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Abstract
backgroundStudies have shown neighborhood walkability is associated with obesity. To advance this research, study designs involving longer follow-up, broader geographic regions, appropriate neighborhood characterization, assessment of exposure length and severity, and consideration of stayers and movers are needed. Using a cohort spanning the conterminous United States, this study examines the longitudinal relationship between a network buffer-derived, duration-weighted neighborhood walkability measure and two adiposity-related outcomes.
methodsThis study included 12,846 Black/African American and White adults in the REasons for Geographic And Racial Differences in Stroke study. Body mass index (BMI) and waist circumference (WC) were assessed at baseline and up to 13.3 years later (M (SD) = 9.4 (1.0) years). BMI and WC were dichotomized. Walk Score® was duration-weighted based on time at each address and categorized as Very Car-Dependent, Car-Dependent, Somewhat Walkable, Very Walkable, and Walker's Paradise. Unadjusted and adjusted logistic regression models tested each neighborhood walkability-adiposity association. Adjusted models controlled for demographics, health factors, neighborhood socioeconomic status, follow-up time, and either baseline BMI or baseline WC. Adjusted models also tested for interactions. Post-estimation Wald tests examined whether categorical variables had coefficients jointly equal to zero. Orthogonal polynomial contrasts tested for a linear trend in the neighborhood walkability-adiposity relationships.
resultsThe odds of being overweight/obese at follow-up were lower for residents with duration-weighted Walk Score® values in the Walker's Paradise range and residents with values in the Very Walkable range compared to residents with values in the Very Car-Dependent range. Residents with duration-weighted Walk Score® values classified as Very Walkable had significantly lower odds of having a moderate-to-high risk WC at follow-up relative to those in the Very Car-Dependent range. For both outcomes, the effects were small but meaningful. The negative linear trend was significant for BMI but not WC.
conclusionPeople with cumulative neighborhood walkability scores in the Walker's Paradise range were less likely to be overweight/obese independent of other factors, while people with scores in the Very Walkable range were less likely to be overweight/obese and less likely to have a moderate-to-high risk WC. Addressing neighborhood walkability is one approach to combating obesity.
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