S
Study
Academic Library
Search
Shelves
Open access
My library
Review
Xinyu Cao · Study
Home
/
Author
Xinyu Cao
76 works
· latest 2024
· 7 institutions
cluster: provisional
ORCID 0000-0002-4403-9762
Works
60 shown
Revisiting residential self-selection and travel behavior connection using a double machine learning
Transportation Research Part D Transport and Environment
·
2024
·
5 authors
46
citations
Ineffective built environment interventions: How to reduce driving in American suburbs?
Transportation Research Part A Policy and Practice
·
2023
·
2 authors
22
citations
Using machine-learning models to understand nonlinear relationships between land use and travel
Transportation Research Part D Transport and Environment
·
2023
·
2 authors
103
citations
Does metro expansion matter? Metro network enhances metro mode share of commuters living away from stations, but not those near stations
Travel Behaviour and Society
·
2023
·
5 authors
23
citations
Built environment interventions for emission mitigation: A machine learning analysis of travel-related CO2 in a developing city
Journal of Transport Geography
·
2023
·
4 authors
50
citations
Spatial and mediation analysis of the influences of residential and workplace built environments on commuting by car
Transportation Research Part A Policy and Practice
·
2023
·
4 authors
30
citations
Exploring the nonlinear effects of built environment characteristics on customized bus service
Transportation Research Part D Transport and Environment
·
2022
·
4 authors
·
Open access
46
citations
Illustrating nonlinear effects of built environment attributes on housing renters’ transit commuting
Transportation Research Part D Transport and Environment
·
2022
·
4 authors
65
citations
Nonlinear and interaction effects of land use and motorcycles/E-bikes on car ownership
Transportation Research Part D Transport and Environment
·
2021
·
4 authors
81
citations
Association between subway and life satisfaction: Evidence from Xi’an, China
Transportation Research Part D Transport and Environment
·
2021
·
3 authors
79
citations
Non-linear associations between zonal built environment attributes and transit commuting mode choice accounting for spatial heterogeneity
Transportation Research Part A Policy and Practice
·
2021
·
4 authors
101
citations
Threshold and moderating effects of land use on metro ridership in Shenzhen: Implications for TOD planning
Journal of Transport Geography
·
2020
·
5 authors
226
citations
Nonlinear effect of accessibility on car ownership in Beijing: Pedestrian-scale neighborhood planning
Transportation Research Part D Transport and Environment
·
2020
·
4 authors
192
citations
Product Sampling Based on Remarks of Customs in Online Shopping Websites for Quality Evaluation
Advances in intelligent systems and computing
·
2020
·
4 authors
·
other
0
citations
Exploring the Nonlinear Relationship between the Built Environment and Active Travel in the Twin Cities
Journal of Planning Education and Research
·
2020
·
6 authors
153
citations
Exploring rider satisfaction with arterial BRT: An application of impact asymmetry analysis
Travel Behaviour and Society
·
2020
·
2 authors
64
citations
The role of residential self-selection in land use-travel research: a review of recent findings
Transport Reviews
·
2019
·
2 authors
122
citations
Associations among Distance, Quality, and Safety When Walking from a Park-and-Ride Facility to the Transit Station in the Twin Cities
Journal of Planning Education and Research
·
2019
·
2 authors
25
citations
Exploring the non-linear associations between spatial attributes and walking distance to transit
Journal of Transport Geography
·
2019
·
3 authors
206
citations
Non-linear relationships between built environment characteristics and electric-bike ownership in Zhongshan, China
Transportation Research Part D Transport and Environment
·
2019
·
5 authors
92
citations
Examining threshold effects of built environment elements on travel-related carbon-dioxide emissions
Transportation Research Part D Transport and Environment
·
2019
·
5 authors
·
Open access
186
citations
How does the station-area built environment influence Metrorail ridership? Using gradient boosting decision trees to identify non-linear thresholds
Journal of Transport Geography
·
2019
·
3 authors
311
citations
Examining pedestrian satisfaction in gated and open communities: An integration of gradient boosting decision trees and impact-asymmetry analysis
Landscape and Urban Planning
·
2019
·
4 authors
110
citations
How does the built environment at residential and work locations affect car ownership? An application of cross-classified multilevel model
Journal of Transport Geography
·
2019
·
2 authors
100
citations
Built environment effects on fuel consumption of driving to work: Insights from on-board diagnostics data of personal vehicles
Transportation Research Part D Transport and Environment
·
2019
·
2 authors
29
citations
Travel-based residential self-selection: A qualitatively improved understanding from Norway
Cities
·
2019
·
3 authors
50
citations
Examining the effects of the built environment on auto ownership in two Norwegian urban regions
Transportation Research Part D Transport and Environment
·
2019
·
3 authors
105
citations
Synergistic effects of the built environment and commuting programs on commute mode choice
Transportation Research Part A Policy and Practice
·
2018
·
2 authors
199
citations
The role of access and egress in passenger overall satisfaction with high speed rail
Transportation
·
2018
·
3 authors
32
citations
Examining the effect of the Hiawatha LRT on auto use in the Twin Cities
Transport Policy
·
2018
·
1 author
25
citations
Using three-factor theory to identify improvement priorities for express and local bus services: An application of regression with dummy variables in the Twin Cities
Transportation Research Part A Policy and Practice
·
2018
·
3 authors
60
citations
Can metro transit reduce driving? Evidence from Xi'an, China
Transport Policy
·
2018
·
4 authors
72
citations
Applying gradient boosting decision trees to examine non-linear effects of the built environment on driving distance in Oslo
Transportation Research Part A Policy and Practice
·
2018
·
2 authors
446
citations
Examining factors that keep residents with high transit preference away from transit-rich zones and associated behavior outcomes
Journal of Transport Geography
·
2017
·
3 authors
·
Open access
50
citations
Which D’s are the important ones? The effects of regional location and density on driving distance in Oslo and Stavanger
Journal of Transport and Land Use
·
2017
·
3 authors
·
Open access
39
citations
Exploring rider satisfaction with transit service in Indore, India: an application of the three-factor theory
Transportation Letters
·
2017
·
3 authors
49
citations
Exploring built environment correlates of walking distance of transit egress in the Twin Cities
Journal of Transport Geography
·
2017
·
2 authors
60
citations
Impacts of the built environment on activity-travel behavior: Are there differences between public and private housing residents in Hong Kong?
Transportation Research Part A Policy and Practice
·
2017
·
2 authors
69
citations
Land use and transportation in China
Transportation Research Part D Transport and Environment
·
2017
·
1 author
21
citations
Effects of metro transit on the ownership of mobility instruments in Xi’an, China
Transportation Research Part D Transport and Environment
·
2016
·
3 authors
·
Open access
69
citations
How does the propensity of living near rail transit moderate the influence of rail transit on transit trip frequency in Xi'an?
Journal of Transport Geography
·
2016
·
4 authors
·
Open access
54
citations
The interactions between e-shopping and store shopping in the shopping process for search goods and experience goods
Transportation
·
2016
·
4 authors
105
citations
Heterogeneous effects of neighborhood type on commute mode choice: An exploration of residential dissonance in the Twin Cities
Journal of Transport Geography
·
2015
·
1 author
86
citations
How will smart growth land-use policies affect travel? A theoretical discussion on the importance of residential sorting
Environment and Planning B Planning and Design
·
2015
·
2 authors
73
citations
How does neighborhood design affect life satisfaction? Evidence from Twin Cities
Travel Behaviour and Society
·
2015
·
1 author
274
citations
Exploring changes in public transport use and walking following residential relocation: a British case study
Journal of Transport and Land Use
·
2015
·
3 authors
·
Open access
80
citations
Examining the impacts of neighborhood design and residential self-selection on active travel: a methodological assessment
Urban Geography
·
2014
·
1 author
90
citations
Walking for Purpose and Pleasure
Transportation Research Record Journal of the Transportation Research Board
·
2014
·
2 authors
28
citations
The influence of light rail transit on transit use: An exploration of station area residents along the Hiawatha line in Minneapolis
Transportation Research Part A Policy and Practice
·
2013
·
2 authors
90
citations
The relationships between e-shopping and store shopping in the shopping process of search goods
Transportation Research Part A Policy and Practice
·
2012
·
1 author
110
citations
Exploring the Influences of Density on Travel Behavior Using Propensity Score Matching
Environment and Planning B Planning and Design
·
2012
·
2 authors
94
citations
Understanding neighbourhood design impact on travel behaviour: An application of structural equations model to a British metropolitan data
Transportation Research Part A Policy and Practice
·
2011
·
3 authors
·
Open access
168
citations
Exploring the connections among residential location, self-selection, and driving: Propensity score matching with multiple treatments
Transportation Research Part A Policy and Practice
·
2010
·
3 authors
126
citations
Neighborhood Design and the Accessibility of the Elderly: An Empirical Analysis in Northern California
International Journal of Sustainable Transportation
·
2010
·
3 authors
152
citations
Exploring Causal Effects of Neighborhood Type on Walking Behavior Using Stratification on the Propensity Score
Environment and Planning A Economy and Space
·
2010
·
1 author
131
citations
Examining the Impacts of Residential Self‐Selection on Travel Behaviour: A Focus on Empirical Findings
Transport Reviews
·
2009
·
3 authors
1,080
citations
The relationship between the built environment and nonwork travel: A case study of Northern California
Transportation Research Part A Policy and Practice
·
2009
·
3 authors
349
citations
Disentangling the influence of neighborhood type and self-selection on driving behavior: an application of sample selection model
Transportation
·
2009
·
1 author
82
citations
No Particular Place to Go
Environment and Behavior
·
2008
·
3 authors
60
citations
Shopping-Related Attitudes: A Factor and Cluster Analysis of Northern California Shoppers
Environment and Planning B Planning and Design
·
2008
·
3 authors
57
citations