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Title:

Parallel Decision-Making Processes: a Bivariate Ordered Probit, Stage-of-Change Approach to Model the Adoption of Walking, Cycling, and Bike-sharing

Accession Number:

01697942

Record Type:

Component

Abstract:

Active mobility, traditionally referring to walking and cycling modes, offers an array of physical, emotional, and social well-being benefits. However, with the proliferation of the sharing economy, new nonmotorized means of transport are entering the fold and competing with other mobility service innovations for travelers to choose among. The purpose of this research study is to connect stage-of-change analysis, which originates from the health behavior sciences, with sustainable (active) travel adoption in a joint modeling framework. The consideration of both univariate and bivariate ordered probit models provides well-needed insights into individuals’ readiness for change as a function of personal and psychosocial factors. This affords a comparative analysis of similar modes and, as revealed by model error correlations when varying the number of measured stages, not only reveals unique determinants but also dependence among travel behavior change processes. Notably, there is strong evidence of an association between walking and cycling, whereas other joint model effects were less evident.

Supplemental Notes:

This paper was sponsored by TRB committee ADD40 Standing Committee on Transportation and Sustainability.

Report/Paper Numbers:

19-03330

Language:

English

Corporate Authors:

Transportation Research Board

Authors:

Biehl, Alec
Said, Maher
Stathopoulos, Amanda

Pagination:

9p

Publication Date:

2019

Conference:

Transportation Research Board 98th Annual Meeting

Location: Washington DC, United States
Date: 2019-1-13 to 2019-1-17
Sponsors: Transportation Research Board

Media Type:

Digital/other

Features:

Figures; References; Tables

Subject Areas:

Highways; Pedestrians and Bicyclists; Society

Source Data:

Transportation Research Board Annual Meeting 2019 Paper #19-03330

Files:

TRIS, TRB, ATRI

Created Date:

Dec 7 2018 9:42AM