ArticleScientific reports2025
Neighborhood walkability and cardiometabolic disease in Texas.
Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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Who cites it
1 citing paper in PubMed.
- Linking walkability and pedestrian crossing safety using simulated urban environments.Scientific reports · 2025Article
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2 authors.
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Abstract
Cardiometabolic diseases (CMDs) affect significant numbers of adults in the United States, with 11% diagnosed with diabetes and 10% with cardiovascular diseases. Walking plays a crucial role in reducing health risks, particularly obesity and diabetes. We aim to explore the association between neighborhood walkability and CMD measures in Texas, while controlling for age, sex, racial/ethnic background, and family history of diabetes. We collected 1994 observations for the year 2019, merging data from the Texas Behavioral Risk Factor Surveillance System and the Environmental Protection Agency. We employed multilevel linear regression and multilevel logistic regression analyses to assess the association between CMD measures and neighborhood walkability. Our findings revealed that higher neighborhood walkability is significantly associated with a lower body mass index (BMI) (β = - 0.28, CI - 0.45 to - 0.10) and a reduced risk of diabetes (OR 0.93, CI 0.86-0.99), indicating that when walkability increases by one unit, an individual's BMI decreases by 0.28 kg/m
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