ReviewThe Lancet. Global health2022
Using open data and open-source software to develop spatial indicators of urban design and transport features for achieving healthy and sustainable cities.
Review in The Lancet. Global health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
30 citing papers in PubMed, 1 synthesis or guideline pooled it.
- A systematic review on the associations between the built environment and adult's physical activity in global tropical and subtropical climate regions.The international journal of behavioral nutrition and physical activity · 2024Pooled it
- The moderating impact of neighborhood walkability on mHealth interventions to increase moderate to vigorous physical activity for insufficiently active adults in a randomized trial.The international journal of behavioral nutrition and physical activity · 2023Trial
- A multi-dimensional urban spatial perception framework for urban diagnosis in Wuhan driven by multi-source data.Scientific reports · 2026Article
- Area-Level Socioeconomic Inequalities in Adiposity among Older Adults: the Moderating Effect of Neighborhood Walkability.Journal of urban health : bulletin of the New York Academy of Medicine · 2026Article
- The Relationship Between Accessibility to Food Destinations and Places for Physical Activity and Children's BMI: A Sex-Stratified Analysis.Nutrients · 2026Article
- The Health Survey of São Paulo - ISA-Physical Activity and Environment Longitudinal Study.BMJ open · 2025Article
- Non-traditional barriers to participation in pharmacologic chronic kidney disease clinical trials.BMC nephrology · 2025Article
- Spatial and policy analysis of livability in the city of St. Louis, Missouri, USA.Cities & health · 2025Article
- Urban cycling-specific active transportation behaviour is sensitive to the fresh start effect: triangulating observational evidence from real world data.The international journal of behavioral nutrition and physical activity · 2025Article
- Global Healthy and Sustainable City Indicators: Collaborative development of an open science toolkit for calculating and reporting on urban indicators internationally.Environment and planning. B, urban analytics and city science · 2025Article
- Parental neighbourhood perceptions and active commuting to school in children according to their sex using a self-organised map approach: a cross-sectional study.BMC public health · 2025Article
- Opportunities for physical activity research in Puerto Rico: a review of the literature.Discover public health · 2025Review
- Commentary: A road map for future data-driven urban planning and environmental health research.Cities (London, England) · 2024Article
- Exploring the nexus of urban form, transport, environment and health in large-scale urban studies: A state-of-the-art scoping review.Environmental research · 2024Article
- The Urban Environment and Cardiometabolic Health.Circulation · 2024Review
- Socio-spatial equity analysis of relative wealth index and emergency obstetric care accessibility in urban Nigeria.Communications medicine · 2024Article
- Measuring the 3-30-300 rule to help cities meet nature access thresholds.The Science of the total environment · 2024Review
- More People, More Active, More Often for Heart Health - Taking Action on Physical Activity.Global heart · 2024Review
- Inhaling Poor Health: The Impact of Air Pollution on Cardiovascular Kidney Metabolic Syndrome.Methodist DeBakey cardiovascular journal · 2024Review
- The epidemiologic case for urban health: conceptualizing and measuring the magnitude of challenges and potential benefits.F1000Research · 2024Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
30 authors.
Funding
Abstract
Benchmarking and monitoring of urban design and transport features is crucial to achieving local and international health and sustainability goals. However, most urban indicator frameworks use coarse spatial scales that either only allow between-city comparisons, or require expensive, technical, local spatial analyses for within-city comparisons. This study developed a reusable, open-source urban indicator computational framework using open data to enable consistent local and global comparative analyses. We show this framework by calculating spatial indicators-for 25 diverse cities in 19 countries-of urban design and transport features that support health and sustainability. We link these indicators to cities' policy contexts, and identify populations living above and below critical thresholds for physical activity through walking. Efforts to broaden participation in crowdsourcing data and to calculate globally consistent indicators are essential for planning evidence-informed urban interventions, monitoring policy effects, and learning lessons from peer cities to achieve health, equity, and sustainability goals.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.