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Title: Modeling Airport and Airline Choice Behavior with Stated-Preference Survey Data
Accession Number: 01024626
Record Type: Component
Availability: Transportation Research Board Business Office 500 Fifth Street, NW Abstract: This paper describes how the majority of studies of air-travel choice behavior make use of Revealed Preference (RP) data, generally in the form of survey data collected from departing passengers. While the use of RP data has certain philosophical advantages over the use of Stated Preference (SP) data, major issues arise because of the often low quality of the data relating to the unchosen alternatives, in terms of explanatory variables as well as availability. As such, studies using RP survey data often fail to recover a meaningful fare coefficient, and are generally not able to offer a treatment of the effects of airline allegiance. This paper makes use of SP data for airport and airline choice collected in the U.S. in 2001. The analysis retrieves significant effects relating to factors such as airfare, access-time, flight-time and airline and airport allegiance, illustrating the advantages of SP data in this context. Additionally, the analysis explores the use of non-linear transforms of the explanatory variables, as well as the treatment of continuous variations in choice behavior across respondents.
Monograph Title: Monograph Accession #: 01020180
Report/Paper Numbers: 06-2374
Language: English
Corporate Authors: Transportation Research Board 500 Fifth Street, NW Authors: Hess, StephanePolak, John WAdler, Thomas JayPagination: 25p
Publication Date: 2006
Conference:
Transportation Research Board 85th Annual Meeting
Location:
Washington DC, United States Media Type: CD-ROM
Features: References
(15)
; Tables
(5)
TRT Terms: Uncontrolled Terms: Subject Areas: Aviation; Passenger Transportation; Society
Source Data: Transportation Research Board Annual Meeting 2006 Paper #06-2374
Files: TRIS, TRB
Created Date: Mar 3 2006 10:58AM
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