The paths from walk preference to walk behavior: Applying latent factors in structural equation modeling
Matthew A. Coogan
New England Transportation Institute
Thomas Adler
Resource Systems Group
Karla Karash
TranSystems Corporation
DOI:
https://doi.org/10.5198/jtlu.v5i3.269
Keywords:
walking, land use, attitudes, behavior
Abstract
A structural regression model has been developed to explore the relationship among key factors in the explanation of utilitarian walking. The model examines the relationship between and among unobserved, or ‘latent’ factors that reflect 1) the values and preferences operant at the time of residential selection; 2) the urban form of the neighborhood; 3) the urban form of the residence; 4) the level of auto dependency; and 5) the extent to which the neighborhood is found satisfactory by the participant and those whose opinions he/she respects. The model allows the detailed examination of the paths from initial inclination towards a neighborhood with walkable destinations, through a series of mediating unobserved factors, each of which might either impede or facilitate the adoption of utilitarian walking. Variations on the model allow for the examination of the role of attitudes and preferences towards suburban house formats separately from the question of walkable destinations, reflecting the possibility of a value conflict situation. Analysis of the model results can shed some light on the relationship between attitudes and values brought to bear at the time of residential selection, and the need to deal with conditions and constraints to walking associated with the built environment closer to the time of the walking decision.
Author Biographies
Matthew A. Coogan, New England Transportation Institute
Director, small private non-profit institute for transportation research.
Thomas Adler, Resource Systems Group
President of firm in transportation demand analysis and market research
Karla Karash, TranSystems Corporation
Vice president, major engineering firm
