A big data causal approach to social inequalities in urban jogging
Decoding pathways linking neighborhood socioeconomic status and built environment
Bibliographic Data
| ID | 21602612 |
|---|---|
| Authors | Shiliang Su (0000-0002-1201-7593, Wuhan University, corresponding author), Guangxiang Zhou (Wuhan University) |
| Year | 2026 |
| Volume | 134 |
| Pages | 104714 |
| Publication date | 2026-06-01 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Journal of Transport Geography (JOURNAL) |
| Journal identifiers | ISSN: 0966-6923 • E-ISSN: 1873-1236 |
| Publisher | Elsevier BV (PUBLISHER) |
| DOI | 10.1016/j.jtrangeo.2026.104714 |
| OpenAlex | W7162848087 |
| Language | IT |
| References cited | 51 |
Big data · Built environment · Decoding methods · Inequality · Level design · Poison control · Social inequality · Socioeconomic status · Human Mobility and Location-Based Analysis · Urban Transport and Accessibility · Urban, Neighborhood, and Segregation Studies
Large-scale physical activity data reveal worldwide activity inequality
Estimation and Inference of Heterogeneous Treatment Effects using Random Forests
Causal inference in statistics
The central role of the propensity score in observational studies for causal effects
Statistics and Causal Inference
Characterizing the activity patterns of outdoor jogging using massive multi-aspect trajectory data
Assessing impacts of objective features and subjective perceptions of street environment on running amount
Hot routes in urban forests
The utility of street view imagery in environmental audits for runnability
Investigating the different roles of urban environment in long- and short-distance outdoor jogging
Environmental determinants of dynamic jogging patterns
Exploring nonlinear effects of built environment on jogging behavior using random forest
How does built environment influence outdoor jogging activities in high-density cities? New insights using machine learning from 2D/3D perspectives
Sustainable design of running friendly streets
Social inequalities in neighborhood visual walkability
A randomized controlled trial in travel demand management
Slow mobility & medicine
Longitudinal associations between neighborhood-level street network with walking, bicycling, and jogging
Can we improve our neighbourhoods to be more physically active? Residents' perceptions from a qualitative urban health inequalities study
Socioeconomic inequalities in distance to and participation in a community-based running and walking activity
Crafting a jogging-friendly city
Examining the influence of neighborhood and street-level built environment on fitness jogging in Chengdu, China
Gender differences in urban recreational running
Unlocking the nonlinear TOD-metro ridership relationship
Auditing street walkability and associated social inequalities for planning implications
Neighborhood housing deprivation and public health
Urban neighborhood socioeconomic status (SES) inference
China's social deprivation
A geo-big data approach to intra-urban food deserts
Social inequalities in green exposure in small- and medium-sized U.S. cities
Healthy Cities and World Health Organization Healthy Cities Project
| Citation velocity | historical |
|---|---|
| Highly cited | No |