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ArticleNonlinear effects of residential and workplace built environment on car dependence

Xiaoquan Wang2021

Article2021

Nonlinear effects of residential and workplace built environment on car dependence

Xiaoquan Wang · Chaoying Yin · Junyi Zhang · Chunfu Shao · Shengyou Wang

59 citations·0/0 files stored·Journal of Transport Geography

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Urban Transport and Accessibility Transportation Planning and Optimization Transportation and Mobility Innovations

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References

1994Impacts of Mixed Use and Density on Utilization of Three Modes of Travel: Single-Occupant Vehicle, Transit, and Walking 2002Built environments and mode choice: toward a normative framework 2006A comprehensive analysis of built environment characteristics on household residential choice and auto ownership levels 2018Applying gradient boosting decision trees to examine non-linear effects of the built environment on driving distance in Oslo 2005The influence of socioeconomic characteristics, land use and travel time considerations on mode choice for medium- and longer-distance trips 2009Car ownership as a mediating variable in car travel behaviour research using a structural equation modelling approach to identify its dual relationship 2017Exploring the influence of built environment on travel mode choice considering the mediating effects of car ownership and travel distance 2020Examining non-linear built environment effects on elderly’s walking: A random forest approach

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2023The nonlinear effects of multi-scale built environments on CO2 emissions from commuting 2024Why do we rely on cars? Car dependence assessment and dimensions from a systematic literature review 2022The built environment and overweight in Shanghai: Examining differences in urban and rural contexts

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Details

Year2021

Typearticle

Published2021-10-01

VenueJournal of Transport Geography

ISSN-L0966-6923

Languageen

Citations59

Files0 public / 0

ShelfUrban Transport and Accessibility

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doi10.1016/j.jtrangeo.2021.103207

openalex_workW3205136041

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2022Nonlinear Relationships between Vehicle Ownership and Household Travel Characteristics and Built Environment Attributes in the US Using the XGBT Algorithm

2025Investigating nonlinear and spatially heterogeneous impacts of the built environment on urban vitality

2022Densification and health in China: A U-shaped association between population density and obesity