Journal of the Eastern Asia Society for Transportation Studies
Online ISSN : 1881-1124
ISSN-L : 1341-8521
E: Regional Planning and Environment
An Analysis of Residential Location Choice Behavior in Bangkok Metropolitan Region: An Application of Discrete Choice Models for the Ranking of Alternatives
Sathita MALAITHAMDai NAKAGAWARyoji MATSUNAKAJongjin YOONTetsuharu OBA
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2013 Volume 10 Pages 989-1008

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Abstract
There has been an increasing interest in land use and transportation interaction in the past decades. Many substantial attempts have been made to empirically investigate the connection among those impacts can be interpreted in developed countries, yet few attempts in developing countries. The paper examines residential location choice behavior using a sample of households where their workplace is in the CBD of Bangkok Metropolitan Region. A stated preference approach will be employed, where each of a respondent is asked to imagine moving to a new location. Discrete choice models, i.e., rank-ordered logit (ROL) and rank-ordered nested logit (RONL) will be applied to treat the residential location choice behavior. The results confirm the applicability of the ROL and RONL models and support similar behavioral interpretations from other empirical studies in the residential location choice literature. This information is important for suggesting appropriate policy such as promote urban rail transit use.
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© 2013 Eastern Asia Society for Transportation Studies
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