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The exploration-exploitation trade-off in a foraging task is affected by mood-related arousal and valence
The exploration-exploitation trade-off shows conceptual, functional, and neural analogies with the persistence-flexibility trade-off. We investigated whether mood, which is known to modulate the persistence-flexibility balance, would similarly affect the exploration-exploitation trade-off in a forag...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8208924/ https://www.ncbi.nlm.nih.gov/pubmed/34086199 http://dx.doi.org/10.3758/s13415-021-00917-6 |
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author | van Dooren, Roel de Kleijn, Roy Hommel, Bernhard Sjoerds, Zsuzsika |
author_facet | van Dooren, Roel de Kleijn, Roy Hommel, Bernhard Sjoerds, Zsuzsika |
author_sort | van Dooren, Roel |
collection | PubMed |
description | The exploration-exploitation trade-off shows conceptual, functional, and neural analogies with the persistence-flexibility trade-off. We investigated whether mood, which is known to modulate the persistence-flexibility balance, would similarly affect the exploration-exploitation trade-off in a foraging task. More specifically, we tested whether interindividual differences in foraging behavior can be predicted by mood-related arousal and valence. In 119 participants, we assessed mood-related interindividual differences in exploration-exploitation using a foraging task that included minimal task constraints to reduce paradigm-induced biases of individual control tendencies. We adopted the marginal value theorem as a model-based analysis approach, which approximates optimal foraging behavior by tackling the patch-leaving problem. To assess influences of mood on foraging, participants underwent either a positive or negative mood induction. Throughout the experiment, we assessed arousal and valence levels as predictors for explorative/exploitative behavior. Our mood manipulation affected participants' arousal and valence ratings as expected. Moreover, mood-related arousal was found to predict exploration while valence predicted exploitation, which only partly matched our expectations and thereby the proposed conceptual overlap with flexibility and persistence, respectively. The current study provides a first insight into how processes related to arousal and valence differentially modulate foraging behavior. Our results imply that the relationship between exploration-exploitation and flexibility-persistence is more complicated than the semantic overlap between these terms might suggest, thereby calling for further research on the functional, neural, and neurochemical underpinnings of both trade-offs. |
format | Online Article Text |
id | pubmed-8208924 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-82089242021-07-01 The exploration-exploitation trade-off in a foraging task is affected by mood-related arousal and valence van Dooren, Roel de Kleijn, Roy Hommel, Bernhard Sjoerds, Zsuzsika Cogn Affect Behav Neurosci Research Article The exploration-exploitation trade-off shows conceptual, functional, and neural analogies with the persistence-flexibility trade-off. We investigated whether mood, which is known to modulate the persistence-flexibility balance, would similarly affect the exploration-exploitation trade-off in a foraging task. More specifically, we tested whether interindividual differences in foraging behavior can be predicted by mood-related arousal and valence. In 119 participants, we assessed mood-related interindividual differences in exploration-exploitation using a foraging task that included minimal task constraints to reduce paradigm-induced biases of individual control tendencies. We adopted the marginal value theorem as a model-based analysis approach, which approximates optimal foraging behavior by tackling the patch-leaving problem. To assess influences of mood on foraging, participants underwent either a positive or negative mood induction. Throughout the experiment, we assessed arousal and valence levels as predictors for explorative/exploitative behavior. Our mood manipulation affected participants' arousal and valence ratings as expected. Moreover, mood-related arousal was found to predict exploration while valence predicted exploitation, which only partly matched our expectations and thereby the proposed conceptual overlap with flexibility and persistence, respectively. The current study provides a first insight into how processes related to arousal and valence differentially modulate foraging behavior. Our results imply that the relationship between exploration-exploitation and flexibility-persistence is more complicated than the semantic overlap between these terms might suggest, thereby calling for further research on the functional, neural, and neurochemical underpinnings of both trade-offs. Springer US 2021-06-04 2021 /pmc/articles/PMC8208924/ /pubmed/34086199 http://dx.doi.org/10.3758/s13415-021-00917-6 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Research Article van Dooren, Roel de Kleijn, Roy Hommel, Bernhard Sjoerds, Zsuzsika The exploration-exploitation trade-off in a foraging task is affected by mood-related arousal and valence |
title | The exploration-exploitation trade-off in a foraging task is affected by mood-related arousal and valence |
title_full | The exploration-exploitation trade-off in a foraging task is affected by mood-related arousal and valence |
title_fullStr | The exploration-exploitation trade-off in a foraging task is affected by mood-related arousal and valence |
title_full_unstemmed | The exploration-exploitation trade-off in a foraging task is affected by mood-related arousal and valence |
title_short | The exploration-exploitation trade-off in a foraging task is affected by mood-related arousal and valence |
title_sort | exploration-exploitation trade-off in a foraging task is affected by mood-related arousal and valence |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8208924/ https://www.ncbi.nlm.nih.gov/pubmed/34086199 http://dx.doi.org/10.3758/s13415-021-00917-6 |
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