The collapsing choice theory: dissociating choice and judgment in decision making
The collapsing choice theory: dissociating choice and judgment in decision making
Decision making theory in general, and mental models in
particular, associate judgment and choice. Decision choice follows probability estimates and errors in choice derive mainly from errors in judgment. In the studies reported here we use the Monty Hall dilemma to illustrate that judgment and choice do not always go together, and that such a dissociation can lead to better decision-making. Specifically, we demonstrate that in certain decision problems, exceeding working memory limitations can actually improve decision choice. We show
across four experiments that increasing the number of choice alternatives forces people to collapse choices together, resulting in better decision-making. While choice performance improves, probability judgments do not change, thus demonstrating an important dissociation between choice and probability judgments. We propose the Collapsing Choice Theory (CCT) which explains how working memory capacity, probability
estimation, choice alternatives, judgment, and regret all interact and effect decision quality.
Stibel, Jeffrey M.
239b7aec-e0f9-4911-b349-0f23b180f8ba
Dror, Itiel E.
4d907da2-0a2e-41ed-b927-770a70a35c71
Ben-Zeev, Talia
787efe7f-157e-47fe-b322-62577852e83f
2008
Stibel, Jeffrey M.
239b7aec-e0f9-4911-b349-0f23b180f8ba
Dror, Itiel E.
4d907da2-0a2e-41ed-b927-770a70a35c71
Ben-Zeev, Talia
787efe7f-157e-47fe-b322-62577852e83f
Stibel, Jeffrey M., Dror, Itiel E. and Ben-Zeev, Talia
(2008)
The collapsing choice theory: dissociating choice and judgment in decision making.
Theory and Decision.
(doi:10.1007/s11238-007-9094-7).
Abstract
Decision making theory in general, and mental models in
particular, associate judgment and choice. Decision choice follows probability estimates and errors in choice derive mainly from errors in judgment. In the studies reported here we use the Monty Hall dilemma to illustrate that judgment and choice do not always go together, and that such a dissociation can lead to better decision-making. Specifically, we demonstrate that in certain decision problems, exceeding working memory limitations can actually improve decision choice. We show
across four experiments that increasing the number of choice alternatives forces people to collapse choices together, resulting in better decision-making. While choice performance improves, probability judgments do not change, thus demonstrating an important dissociation between choice and probability judgments. We propose the Collapsing Choice Theory (CCT) which explains how working memory capacity, probability
estimation, choice alternatives, judgment, and regret all interact and effect decision quality.
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Published date: 2008
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Local EPrints ID: 59160
URI: http://eprints.soton.ac.uk/id/eprint/59160
PURE UUID: 4422defd-f4d4-44ec-88ee-727eba27bd60
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Date deposited: 26 Aug 2008
Last modified: 15 Mar 2024 11:14
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Author:
Jeffrey M. Stibel
Author:
Itiel E. Dror
Author:
Talia Ben-Zeev
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