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What’s in the Box? Preschoolers Consider Ambiguity, Expected Value, and Information for Future Decisions in Explore-Exploit Tasks

Self-directed exploration in childhood appears driven by a desire to resolve uncertainties in order to learn more about the world. However, in adult decision-making, the choice to explore new information rather than exploit what is already known takes many factors beyond uncertainty (such as expecte...

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Detalles Bibliográficos
Autores principales: Lapidow, Elizabeth, Bonawitz, Elizabeth
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MIT Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10631797/
https://www.ncbi.nlm.nih.gov/pubmed/37946850
http://dx.doi.org/10.1162/opmi_a_00110
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author Lapidow, Elizabeth
Bonawitz, Elizabeth
author_facet Lapidow, Elizabeth
Bonawitz, Elizabeth
author_sort Lapidow, Elizabeth
collection PubMed
description Self-directed exploration in childhood appears driven by a desire to resolve uncertainties in order to learn more about the world. However, in adult decision-making, the choice to explore new information rather than exploit what is already known takes many factors beyond uncertainty (such as expected utilities and costs) into account. The evidence for whether young children are sensitive to complex, contextual factors in making exploration decisions is limited and mixed. Here, we investigate whether modifying uncertain options influences explore-exploit behavior in preschool-aged children (48–68 months). Over the course of three experiments, we manipulate uncertain options’ ambiguity, expected value, and potential to improve epistemic state for future exploration in a novel forced-choice design. We find evidence that young children are influenced by each of these factors, suggesting that early, self-directed exploration involves sophisticated, context-sensitive decision-making under uncertainty.
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spelling pubmed-106317972023-11-09 What’s in the Box? Preschoolers Consider Ambiguity, Expected Value, and Information for Future Decisions in Explore-Exploit Tasks Lapidow, Elizabeth Bonawitz, Elizabeth Open Mind (Camb) Research Article Self-directed exploration in childhood appears driven by a desire to resolve uncertainties in order to learn more about the world. However, in adult decision-making, the choice to explore new information rather than exploit what is already known takes many factors beyond uncertainty (such as expected utilities and costs) into account. The evidence for whether young children are sensitive to complex, contextual factors in making exploration decisions is limited and mixed. Here, we investigate whether modifying uncertain options influences explore-exploit behavior in preschool-aged children (48–68 months). Over the course of three experiments, we manipulate uncertain options’ ambiguity, expected value, and potential to improve epistemic state for future exploration in a novel forced-choice design. We find evidence that young children are influenced by each of these factors, suggesting that early, self-directed exploration involves sophisticated, context-sensitive decision-making under uncertainty. MIT Press 2023-10-27 /pmc/articles/PMC10631797/ /pubmed/37946850 http://dx.doi.org/10.1162/opmi_a_00110 Text en © 2023 Massachusetts Institute of Technology https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. For a full description of the license, please visit https://creativecommons.org/licenses/by/4.0/.
spellingShingle Research Article
Lapidow, Elizabeth
Bonawitz, Elizabeth
What’s in the Box? Preschoolers Consider Ambiguity, Expected Value, and Information for Future Decisions in Explore-Exploit Tasks
title What’s in the Box? Preschoolers Consider Ambiguity, Expected Value, and Information for Future Decisions in Explore-Exploit Tasks
title_full What’s in the Box? Preschoolers Consider Ambiguity, Expected Value, and Information for Future Decisions in Explore-Exploit Tasks
title_fullStr What’s in the Box? Preschoolers Consider Ambiguity, Expected Value, and Information for Future Decisions in Explore-Exploit Tasks
title_full_unstemmed What’s in the Box? Preschoolers Consider Ambiguity, Expected Value, and Information for Future Decisions in Explore-Exploit Tasks
title_short What’s in the Box? Preschoolers Consider Ambiguity, Expected Value, and Information for Future Decisions in Explore-Exploit Tasks
title_sort what’s in the box? preschoolers consider ambiguity, expected value, and information for future decisions in explore-exploit tasks
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10631797/
https://www.ncbi.nlm.nih.gov/pubmed/37946850
http://dx.doi.org/10.1162/opmi_a_00110
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