A joint best–worst scaling and stated choice model considering observed and unobserved heterogeneity: An application to residential location choice

Zotero

Author

C. Balbontin
J. de D. Ortúzar
J. D. Swait

Tipo de elemento

Journal Article

DOI

10.1016/j.jocm.2015.09.002

ISSN

1755-5345

Abstract Note

Traditional stated choice (SC) experiments are the most widely used method for measuring individual preferences. Notwithstanding, the issue of differentiating between the impacts of the attributes per se vs. the impact of the attribute levels shown in the experiment has been something of a challenge for researchers. Recent studies suggest that Best–Worst scaling (B–W) experiments would allow for the possibility of making this discrimination. In this study we combine B–W data with more traditional SC data to model the choice of residential location; we also allow for observed and unobserved heterogeneity in the combined models. To the best of our knowledge, this type of data fusion has not been used before in this context. Our dataset is fairly unique and corresponds to a sample of individuals interested in acquiring a flat in the centre of Santiago, Chile, from whom both types of responses were elicited. In addition, we have available a larger independent validation sample that responded to a second SC exercise in the same location and time period. We found that the best-fit model corresponded to pooling the ‘best’ and SC responses (i.e., ignoring the ‘worst’ data), while accounting for systematic taste variations (observable heterogeneity) and allowing for a correct treatment of the pseudo-panel nature of the data through error components (unobserved heterogeneity). Our results imply that analysts could get valuable additional information to increase their understanding on individuals’ behaviour when considering the joint use of B–W Scaling and SC data incorporating heterogeneity.

Access Date

2015-12-29 00:36:56

Fecha

September 2015

Journal Abbreviation

Journal of Choice Modelling

Library Catalog

ScienceDirect

Páginas

1-14

Publication Title

Journal of Choice Modelling

Short Title

A joint best–worst scaling and stated choice model considering observed and unobserved heterogeneity

Título

A joint best–worst scaling and stated choice model considering observed and unobserved heterogeneity: An application to residential location choice

URL

http://www.sciencedirect.com/science/article/pii/S1755534515300312

Volume

16

Attachment Title

ScienceDirect Snapshot

Attachment URL

[No URL]

Archivos

Citación

C. Balbontin, J. de D. Ortúzar, y J. D. Swait, “A joint best–worst scaling and stated choice model considering observed and unobserved heterogeneity: An application to residential location choice,” Omeka para Cedeus, consulta 23 de enero de 2021, http://pubs.cedeus.cl/omeka/document/62.

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