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Extended Framework for Modeling Choice Behavior
Authors:Moshe Ben-Akiva  Daniel McFadden  Tommy Gärling  Dinesh Gopinath  Joan Walker  Denis Bolduc  Axel Börsch-Supan  Philippe Delquié  Oleg Larichev  Taka Morikawa  Amalia Polydoropoulou  Vithala Rao
Institution:(1) Massachusetts Institute of Technology, USA;(2) University of California, Berkeley;(3) Göteborg University, Sweden;(4) Mercer Management Consulting, USA;(5) Massachusetts Institute of Technology, USA;(6) Université Laval, Canada;(7) Universität Mannheim, Germany;(8) Insead;(9) Academy of Sciences, Moscow;(10) Nagoya University, Japan;(11) University of the Aegean, Greece;(12) Cornell University, USA
Abstract:We review the case against the standard model of rational behavior and discuss the consequences of various lsquoanomaliesrsquo of preference elicitation. A general theoretical framework that attempts to disentangle the various psychological elements in the decision-making process is presented. We then present a rigorous and general methodology to model the theoretical framework, explicitly incorporating psychological factors and their influences on choices. This theme has long been deemed necessary by behavioral researchers, but is often ignored in demand models. The methodology requires the estimation of an integrated multi-equation model consisting of a discrete choice model and the latent variable model system. We conclude with a research agenda to bring the theoretical framework into fruition.
Keywords:Rationality  behavioral decision theory  psychological factors  latent constructs  choice modeling
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