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Too much, too little? A CBC approach accounting for screening from both sides

Lisa Wamhoff and Bernhard Baumgartner

Journal of choice modelling, 2024, vol. 53, issue C

Abstract: Consumers are often assumed to use a two-stage decision process, screening out products in the first step and choosing among the remaining alternatives in the second step. When analyzing data from discrete choice studies, a compensatory decision strategy is usually presumed. Gilbride and Allenby (2004) introduced a method to model a decision process in a choice-based conjoint analysis combining the compensatory assumption with the two-stage decision process. Respondents first screen out alternatives that do not meet minimum requirements for attributes, followed by a choice between the remaining alternatives using the compensatory rule.

Keywords: Mixed probit model; Conjunctive screening rule; Two-sided screening; Two-step decision process; Choice-based conjoint (search for similar items in EconPapers)
Date: 2024
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Persistent link: https://EconPapers.repec.org/RePEc:eee:eejocm:v:53:y:2024:i:c:s175553452400040x

DOI: 10.1016/j.jocm.2024.100508

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