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Memory and probability

Abstract:
In many economic decisions, people estimate probabilities, such as the likelihood that a risk materializes or that a job applicant will be a productive employee, by retrieving experiences from memory. We model this process based on two established regularities of selective recall: similarity and interference. We show that the similarity structure of a hypothesis and the way it is described (not just its objective probability) shape the recall of experiences and thus probability assessments. The model accounts for and reconciles a variety of empirical findings, such as overestimation of unlikely events when these are cued versus neglect of noncued ones, the availability heuristic, the representativeness heuristic, conjunction and disjunction fallacies, and over- versus underreaction to information in different situations. The model yields several new predictions, for which we find strong experimental support.
Publication status:
Published
Peer review status:
Peer reviewed

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Publisher copy:
10.1093/qje/qjac031

Authors

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Institution:
University of Oxford
Division:
SSD
Department:
Saïd Business School
Oxford college:
Kellogg College
Role:
Author
ORCID:
0009-0006-4852-6919


Publisher:
Oxford University Press
Journal:
Quarterly Journal of Economics More from this journal
Volume:
138
Issue:
1
Pages:
265-311
Publication date:
2022-08-29
Acceptance date:
2022-08-16
DOI:
EISSN:
1531-4650
ISSN:
0033-5533


Language:
English
Pubs id:
1200116
Local pid:
pubs:1200116
Deposit date:
2024-09-04
ARK identifier:

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