Impact of unimportant attributes in stated choice surveys

Despite growing interest in the notion that respondents in stated choice surveys may make their decisions on the basis of only a subset of the presented attributes, the impact of any unimportant attributes on the estimates of other valuations is somewhat unclear. This paper presents evidence from a...

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Main Author: Stephane Hess
Format: Article
Language:English
Published: TU Delft OPEN Publishing 2014-09-01
Series:European Journal of Transport and Infrastructure Research
Online Access:https://journals.open.tudelft.nl/ejtir/article/view/3041
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author Stephane Hess
author_facet Stephane Hess
author_sort Stephane Hess
collection DOAJ
description Despite growing interest in the notion that respondents in stated choice surveys may make their decisions on the basis of only a subset of the presented attributes, the impact of any unimportant attributes on the estimates of other valuations is somewhat unclear. This paper presents evidence from a two stage survey where the second stage eliminates attributes deemed unimportant in the first stage. Our analysis shows no evidence of systematic differences between the results of the two stages. This leads to the conclusion that, up to a point where respondent burden may become an issue, analysts should include all attributes that may be relevant, and allow the respondent to filter out those that play no role.
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spelling doaj.art-9797e1ac9b874d3fa666047fd8a87a442023-12-02T15:06:23ZengTU Delft OPEN PublishingEuropean Journal of Transport and Infrastructure Research1567-71412014-09-0114410.18757/ejtir.2014.14.4.30412655Impact of unimportant attributes in stated choice surveysStephane Hess0University of LeedsDespite growing interest in the notion that respondents in stated choice surveys may make their decisions on the basis of only a subset of the presented attributes, the impact of any unimportant attributes on the estimates of other valuations is somewhat unclear. This paper presents evidence from a two stage survey where the second stage eliminates attributes deemed unimportant in the first stage. Our analysis shows no evidence of systematic differences between the results of the two stages. This leads to the conclusion that, up to a point where respondent burden may become an issue, analysts should include all attributes that may be relevant, and allow the respondent to filter out those that play no role.https://journals.open.tudelft.nl/ejtir/article/view/3041
spellingShingle Stephane Hess
Impact of unimportant attributes in stated choice surveys
European Journal of Transport and Infrastructure Research
title Impact of unimportant attributes in stated choice surveys
title_full Impact of unimportant attributes in stated choice surveys
title_fullStr Impact of unimportant attributes in stated choice surveys
title_full_unstemmed Impact of unimportant attributes in stated choice surveys
title_short Impact of unimportant attributes in stated choice surveys
title_sort impact of unimportant attributes in stated choice surveys
url https://journals.open.tudelft.nl/ejtir/article/view/3041
work_keys_str_mv AT stephanehess impactofunimportantattributesinstatedchoicesurveys