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Identifying Choice Correspondences: A General Method and an Experimental Implementation

Research output: Working paper

Published

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Identifying Choice Correspondences: A General Method and an Experimental Implementation. / Bouacida, Elias.
Lancaster: Lancaster University, Department of Economics, 2021. (Economics Working Papers Series).

Research output: Working paper

Harvard

Bouacida, E 2021 'Identifying Choice Correspondences: A General Method and an Experimental Implementation' Economics Working Papers Series, Lancaster University, Department of Economics, Lancaster.

APA

Bouacida, E. (2021). Identifying Choice Correspondences: A General Method and an Experimental Implementation. (Economics Working Papers Series). Lancaster University, Department of Economics.

Vancouver

Bouacida E. Identifying Choice Correspondences: A General Method and an Experimental Implementation. Lancaster: Lancaster University, Department of Economics. 2021 May 28. (Economics Working Papers Series).

Author

Bouacida, Elias. / Identifying Choice Correspondences : A General Method and an Experimental Implementation. Lancaster : Lancaster University, Department of Economics, 2021. (Economics Working Papers Series).

Bibtex

@techreport{6a04ccfe51cf4cc8a47d996f05e42c16,
title = "Identifying Choice Correspondences: A General Method and an Experimental Implementation",
abstract = "We introduce a general method for identifying the sets of best alternatives of decision makers in each choice sets, i.e., their choice correspondences, experimentally. In contrast, most experiments force the choice of a single alternative in each choice set. The method allow decision makers to choose several alternatives, provide a small incentive for each alternative chosen, and then randomly select one for payment. We derive two conditions under which the method may recover the choice correspondence. First, when the incentive to choose several alternative becomes small. Second, we can at least partially identifies the choice correspondence, by obtaining supersets and subsets for each choice set. We illustrate the method with an experiment, in which subjects choose between four paid tasks. In the latter case, we can retrieve the full choice correspondence for 18% of subjects and bind it for another 40%. Using the limit result, we show that 40% of all observed choices can be rationalized by complete, reflexive and transitive preferences in the experiment, i.e., satisfy the Weak Axiom of Revealed Preferences – WARP hereafter. Weakening the classicalmodel, incomplete preferences or just-noticeable difference preferences do not rationalize more choice correspondences. Going beyond, however, we show that complete, reflexive and transitive preferences with menu-dependent choices rationalize 96% of observed choices. Having elicited choice correspondences allows to conclude that indifference is widespread in the experiment. These results pave the way for exploring various behavioral models with a unified method.",
author = "Elias Bouacida",
year = "2021",
month = may,
day = "28",
language = "English",
series = "Economics Working Papers Series",
publisher = "Lancaster University, Department of Economics",
type = "WorkingPaper",
institution = "Lancaster University, Department of Economics",

}

RIS

TY - UNPB

T1 - Identifying Choice Correspondences

T2 - A General Method and an Experimental Implementation

AU - Bouacida, Elias

PY - 2021/5/28

Y1 - 2021/5/28

N2 - We introduce a general method for identifying the sets of best alternatives of decision makers in each choice sets, i.e., their choice correspondences, experimentally. In contrast, most experiments force the choice of a single alternative in each choice set. The method allow decision makers to choose several alternatives, provide a small incentive for each alternative chosen, and then randomly select one for payment. We derive two conditions under which the method may recover the choice correspondence. First, when the incentive to choose several alternative becomes small. Second, we can at least partially identifies the choice correspondence, by obtaining supersets and subsets for each choice set. We illustrate the method with an experiment, in which subjects choose between four paid tasks. In the latter case, we can retrieve the full choice correspondence for 18% of subjects and bind it for another 40%. Using the limit result, we show that 40% of all observed choices can be rationalized by complete, reflexive and transitive preferences in the experiment, i.e., satisfy the Weak Axiom of Revealed Preferences – WARP hereafter. Weakening the classicalmodel, incomplete preferences or just-noticeable difference preferences do not rationalize more choice correspondences. Going beyond, however, we show that complete, reflexive and transitive preferences with menu-dependent choices rationalize 96% of observed choices. Having elicited choice correspondences allows to conclude that indifference is widespread in the experiment. These results pave the way for exploring various behavioral models with a unified method.

AB - We introduce a general method for identifying the sets of best alternatives of decision makers in each choice sets, i.e., their choice correspondences, experimentally. In contrast, most experiments force the choice of a single alternative in each choice set. The method allow decision makers to choose several alternatives, provide a small incentive for each alternative chosen, and then randomly select one for payment. We derive two conditions under which the method may recover the choice correspondence. First, when the incentive to choose several alternative becomes small. Second, we can at least partially identifies the choice correspondence, by obtaining supersets and subsets for each choice set. We illustrate the method with an experiment, in which subjects choose between four paid tasks. In the latter case, we can retrieve the full choice correspondence for 18% of subjects and bind it for another 40%. Using the limit result, we show that 40% of all observed choices can be rationalized by complete, reflexive and transitive preferences in the experiment, i.e., satisfy the Weak Axiom of Revealed Preferences – WARP hereafter. Weakening the classicalmodel, incomplete preferences or just-noticeable difference preferences do not rationalize more choice correspondences. Going beyond, however, we show that complete, reflexive and transitive preferences with menu-dependent choices rationalize 96% of observed choices. Having elicited choice correspondences allows to conclude that indifference is widespread in the experiment. These results pave the way for exploring various behavioral models with a unified method.

M3 - Working paper

T3 - Economics Working Papers Series

BT - Identifying Choice Correspondences

PB - Lancaster University, Department of Economics

CY - Lancaster

ER -