Cargando…
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...
Autores principales: | , |
---|---|
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 |
_version_ | 1785132439340843008 |
---|---|
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. |
format | Online Article Text |
id | pubmed-10631797 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MIT Press |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT lapidowelizabeth whatsintheboxpreschoolersconsiderambiguityexpectedvalueandinformationforfuturedecisionsinexploreexploittasks AT bonawitzelizabeth whatsintheboxpreschoolersconsiderambiguityexpectedvalueandinformationforfuturedecisionsinexploreexploittasks |