|Appears in Collections:||Economics Journal Articles|
|Peer Review Status:||Refereed|
|Title:||Bounding WTP distributions to reflect the 'actual'consideration set|
Hensher, David A
|Keywords:||Independent availability logit model|
Combined latent class mixed logit model
Willingness to pay
|Citation:||Campbell D, Hensher DA & Scarpa R (2014) Bounding WTP distributions to reflect the 'actual'consideration set. Journal of Choice Modelling, 11, pp. 4-15. https://doi.org/10.1016/j.jocm.2014.02.004|
|Abstract:||In this paper we extend the independent availability logit and combined latent class mixed logit models to accommodate respondents with different consideration sets due to their cost thresholds and cut-offs. Pertinent features of our model are that it is estimated in WTP-space and that the class-specific WTP distributions are truncated to be within the bounds deduced from the cost level(s) within each class-specific consideration set. Our analysis shows that our approach is well suited at uncovering the heterogeneity in the cost thresholds and cut-offs used by respondents. This is shown to help build a richer insight into respondent׳s behaviour as well as raise a number of concerns about the appropriateness of assuming deterministic choice sets. We discuss the implications of our results for welfare analysis.|
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