The role of residential self-selection in land use-travel research: a review of recent findings

X Guan, D Wang, X Jason Cao - Transport reviews, 2020 - Taylor & Francis
Residential self-selection (RSS) is an important concern in the land use-travel research.
Although many studies have addressed RSS during the past two decades, empirical results …

Applying gradient boosting decision trees to examine non-linear effects of the built environment on driving distance in Oslo

C Ding, XJ Cao, P Næss - Transportation Research Part A: Policy and …, 2018 - Elsevier
Although many studies have explored the relationship between the built environment and
travel behavior, the literature offers limited evidence about the collective influence of built …

Residential self-selection in the relationship between the built environment and travel behavior: A literature review and research agenda

B van Wee, XJ Cao - Advances in Transport Policy and Planning, 2022 - Elsevier
This chapter gives an overview of the current debates on residential self-selection and
presents a related research agenda. Here, we define residential self-selection as “the …

Do residential location effects on travel behavior differ between the elderly and younger adults?

L Cheng, J De Vos, K Shi, M Yang, X Chen… - … research part D …, 2019 - Elsevier
The built environment affects individuals' travel behavior in a variety of dimensions, such as
trip generation, mode choice, and travel duration. However, it is not well understood how …

Residential location, commuting and non-work travel in two urban areas of different size and with different center structures

P Næss, A Strand, F Wolday, H Stefansdottir - Progress in Planning, 2019 - Elsevier
There is an extensive literature on relationships between the built environment and travel,
but the vast majority of such studies rely solely on statistical analyses of available travel …

Integrating plug-in electric vehicles (PEVs) into household fleets-factors influencing miles traveled by PEV owners in California

D Chakraborty, S Hardman, G Tal - Travel Behaviour and Society, 2022 - Elsevier
Household vehicle miles traveled (VMT) has traditionally been studied in the context of
gasoline vehicles. In this study, we analyze VMT of Plug-in Electric Vehicles (PEVs) to …

A new generalized heterogeneous data model (GHDM) to jointly model mixed types of dependent variables

CR Bhat - Transportation Research Part B: Methodological, 2015 - Elsevier
This paper formulates a generalized heterogeneous data model (GHDM) that jointly handles
mixed types of dependent variables—including multiple nominal outcomes, multiple ordinal …

Residential self-selection in the built environment-travel behavior connection: Whose self-selection?

X Guan, D Wang - Transportation Research Part D: Transport and …, 2019 - Elsevier
Residential self-selection has been acknowledged as a key issue underlining the link
between the built environment and travel behavior. Existing studies often implicitly assume …

Satisfaction with travel and residential self-selection: How do preferences moderate the impact of the Hiawatha Light Rail Transit line?

XJ Cao, DF Ettema - Journal of Transport and Land Use, 2014 - JSTOR
Policies in urban and transportation planning increasingly aim at improving residents'
wellbeing. Satisfaction with travel (SWT) is a relevant component of well-being. Insight into …

Assessing the VMT effect of ridesourcing services in the US

X Wu, D MacKenzie - Transportation Research Part D: Transport and …, 2021 - Elsevier
The net effect of ridesourcing (RS) services on vehicle miles traveled (VMT) is ambiguous.
With 2017 US National Household Travel Survey data, this study measures and compares …