Using Attribute Importance Rankings within Discrete Choice Experiments: an application to Valuing Bread Attributes.
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In this paper we present results from a Choice Experiment (CE) incorporating respondent debrie ng
ranking information about attribute importance employing a modi ed Mixed Logit using Bayesian methods.
Our results indicate that a CE debrie ng question that asks respondents to rank the importance of attributes,
as opposed to simply indicating attendance or non-attendance, helps to explain the resulting choices. We
also examine how mode of survey delivery (online and mail) impacts model performance and nd that our
results are not substantively a¤ected by the mode of survey delivery. We conclude that the ranking data is
a complementary source of information about respondent utility functions within CE.