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A bias toward the unknown: individual and environmental factors influencing exploratory behavior

With limited resources, exploring new opportunities is crucial for survival. Exploring novel options, however, comes at the cost of uncertainty. Therefore, there is a trade‐off between exploiting options with a known beneficial outcome and exploring novel options with a potentially higher gain. Comp...

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Detalles Bibliográficos
Autores principales: Petzke, Tara M., Schomaker, Judith
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9306615/
https://www.ncbi.nlm.nih.gov/pubmed/35218049
http://dx.doi.org/10.1111/nyas.14757
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author Petzke, Tara M.
Schomaker, Judith
author_facet Petzke, Tara M.
Schomaker, Judith
author_sort Petzke, Tara M.
collection PubMed
description With limited resources, exploring new opportunities is crucial for survival. Exploring novel options, however, comes at the cost of uncertainty. Therefore, there is a trade‐off between exploiting options with a known beneficial outcome and exploring novel options with a potentially higher gain. Computational models have suggested that novelty may promote exploratory behavior by inducing a so‐called novelty bonus through reward‐related processes. So far, few studies have provided behavioral evidence for such a novelty bonus. In this study, we aimed to investigate whether spatial novelty can stimulate exploratory behavior (Experiment 1), and whether age, novelty‐seeking, and reduced action radius or social interactions due to COVID‐19 restrictions influenced the exploration–exploitation trade‐off (Experiment 2). In both experiments, we employed a novel paradigm in which participants made binary decisions between food items, while on rare trials, a surprise option was presented. Results from Experiment 1 are in line with a novelty bonus, with spatial novelty promoting exploratory behavior. In Experiment 2, we found that exploratory behavior declined with age, high novelty seekers made more exploratory choices than low novelty seekers, and participants with a smaller action radius made fewer exploratory choices. These findings are consistent with previous findings in animals and predictions from computational models.
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spelling pubmed-93066152022-07-28 A bias toward the unknown: individual and environmental factors influencing exploratory behavior Petzke, Tara M. Schomaker, Judith Ann N Y Acad Sci Original Articles With limited resources, exploring new opportunities is crucial for survival. Exploring novel options, however, comes at the cost of uncertainty. Therefore, there is a trade‐off between exploiting options with a known beneficial outcome and exploring novel options with a potentially higher gain. Computational models have suggested that novelty may promote exploratory behavior by inducing a so‐called novelty bonus through reward‐related processes. So far, few studies have provided behavioral evidence for such a novelty bonus. In this study, we aimed to investigate whether spatial novelty can stimulate exploratory behavior (Experiment 1), and whether age, novelty‐seeking, and reduced action radius or social interactions due to COVID‐19 restrictions influenced the exploration–exploitation trade‐off (Experiment 2). In both experiments, we employed a novel paradigm in which participants made binary decisions between food items, while on rare trials, a surprise option was presented. Results from Experiment 1 are in line with a novelty bonus, with spatial novelty promoting exploratory behavior. In Experiment 2, we found that exploratory behavior declined with age, high novelty seekers made more exploratory choices than low novelty seekers, and participants with a smaller action radius made fewer exploratory choices. These findings are consistent with previous findings in animals and predictions from computational models. John Wiley and Sons Inc. 2022-02-25 2022-06 /pmc/articles/PMC9306615/ /pubmed/35218049 http://dx.doi.org/10.1111/nyas.14757 Text en © 2022 The Authors. Annals of the New York Academy of Sciences published by Wiley Periodicals LLC on behalf of New York Academy of Sciences. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes.
spellingShingle Original Articles
Petzke, Tara M.
Schomaker, Judith
A bias toward the unknown: individual and environmental factors influencing exploratory behavior
title A bias toward the unknown: individual and environmental factors influencing exploratory behavior
title_full A bias toward the unknown: individual and environmental factors influencing exploratory behavior
title_fullStr A bias toward the unknown: individual and environmental factors influencing exploratory behavior
title_full_unstemmed A bias toward the unknown: individual and environmental factors influencing exploratory behavior
title_short A bias toward the unknown: individual and environmental factors influencing exploratory behavior
title_sort bias toward the unknown: individual and environmental factors influencing exploratory behavior
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9306615/
https://www.ncbi.nlm.nih.gov/pubmed/35218049
http://dx.doi.org/10.1111/nyas.14757
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