ArticleInternational journal of environmental research and public health2011
Validation of walk score for estimating neighborhood walkability: an analysis of four US metropolitan areas.
Article in International journal of environmental research and public health, 2011. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 153 papers, 2 of them syntheses that pooled it.
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The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
153 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- The relationship between green space and myopia in children and adolescents: a systematic review and meta-analysis.Frontiers in public health · 2026Pooled it
- The Urban Exposome during Pregnancy and Its Socioeconomic Determinants.Environmental health perspectives · 2018Pooled it
- Matching Clinical Profiles With Interventions to Optimize Daily Stepping in People With Stroke.Physical therapy · 2025Trial
- Beyond Physical Capacity: Factors Associated With Real-world Walking Activity After Stroke.Archives of physical medicine and rehabilitation · 2021Trial
- Examining the Associations between Walk Score, Perceived Built Environment, and Physical Activity Behaviors among Women Participating in a Community-Randomized Lifestyle Change Intervention Trial: Strong Hearts, Healthy Communities.International journal of environmental research and public health · 2019Trial
- Associations between Walk Score and objective measures of physical activity in urban overweight and obese women.PloS one · 2019Trial
- Housing Quality in a Randomized Controlled Trial of Housing First for Homeless Individuals with Mental Illness: Correlates and Associations with Outcomes.Journal of urban health : bulletin of the New York Academy of Medicine · 2016Trial
- The influence of the built environment on outcomes from a "walking school bus study": a cross-sectional analysis using geographical information systems.Geospatial health · 2014Trial
- The Association between Neighborhood Walkability and Physical Activity in a Behavioral Weight Loss Trial Testing the Addition of Remotely Delivered Feedback Messages to Self-Monitoring.Behavioral medicine (Washington, D.C.)Trial
- Precision greenness exposure is associated with lung cancer risk in medicare beneficiaries.Cancer causes & control : CCC · 2026Article
- Assessing Obesity Risk: The Interaction of the Built and Food Environments with African Americans in Chicago.Journal of racial and ethnic health disparities · 2026Article
- Digital Bioimpedance for Physical Activity Detection in Type-2 Diabetes: Quasi-Experimental Validation Study.JMIR diabetes · 2025Article
- Article
- Neighborhood walkability and cardiometabolic disease in Texas.Scientific reports · 2025Article
- Prevalence, correlates, and health associations of 24-hour movement behaviours in Slovenian adults: a protocol for a longitudinal population-based study.Journal of activity, sedentary and sleep behaviors · 2025Article
- Exploring the relationship between neighborhood walkability and mental health: A study of urban areas in Texas.Heliyon · 2025Article
- Exploring the 15-Minute City concept for the urban outskirts: a systematic literature review.European transport research review · 2025Review
- Interplay Between Residential Nature Exposure and Walkability and Their Association with Cardiovascular Health.JACC. Advances · 2025Article
- Evaluating the equity of access to community health service centers in different regions of China based on cyclability and walkability.Frontiers in public health · 2025Article
- Urban walkability through different lenses: A comparative study of GPT-4o and human perceptions.PloS one · 2025Article
93 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Neighborhood walkability can influence physical activity. We evaluated the validity of Walk Score(®) for assessing neighborhood walkability based on GIS (objective) indicators of neighborhood walkability with addresses from four US metropolitan areas with several street network buffer distances (i.e., 400-, 800-, and 1,600-meters). Address data come from the YMCA-Harvard After School Food and Fitness Project, an obesity prevention intervention involving children aged 5-11 years and their families participating in YMCA-administered, after-school programs located in four geographically diverse metropolitan areas in the US (n = 733). GIS data were used to measure multiple objective indicators of neighborhood walkability. Walk Scores were also obtained for the participant's residential addresses. Spearman correlations between Walk Scores and the GIS neighborhood walkability indicators were calculated as well as Spearman correlations accounting for spatial autocorrelation. There were many significant moderate correlations between Walk Scores and the GIS neighborhood walkability indicators such as density of retail destinations and intersection density (p < 0.05). The magnitude varied by the GIS indicator of neighborhood walkability. Correlations generally became stronger with a larger spatial scale, and there were some geographic differences. Walk Score(®) is free and publicly available for public health researchers and practitioners. Results from our study suggest that Walk Score(®) is a valid measure of estimating certain aspects of neighborhood walkability, particularly at the 1600-meter buffer. As such, our study confirms and extends the generalizability of previous findings demonstrating that Walk Score is a valid measure of estimating neighborhood walkability in multiple geographic locations and at multiple spatial scales.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.