Neural signatures underlying deliberation in human foraging decisions
Humans have a remarkable capacity to mentally project themselves far ahead in time. This ability, which entails the mental simulation of events, is thought to be fundamental to deliberative decision making, as it allows us to search through and evaluate possible choices. Many decisions that humans m...
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Published in | Cognitive, affective, & behavioral neuroscience Vol. 19; no. 6; pp. 1492 - 1508 |
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Main Authors | , , , |
Format | Journal Article |
Language | English |
Published |
New York
Springer US
01.12.2019
Springer Nature B.V |
Subjects | |
Online Access | Get full text |
ISSN | 1530-7026 1531-135X 1531-135X |
DOI | 10.3758/s13415-019-00733-z |
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Abstract | Humans have a remarkable capacity to mentally project themselves far ahead in time. This ability, which entails the mental simulation of events, is thought to be fundamental to deliberative decision making, as it allows us to search through and evaluate possible choices. Many decisions that humans make are foraging decisions, in which one must decide whether an available offer is worth taking, when compared to unknown future possibilities (i.e., the background). Using a translational decision-making paradigm designed to reveal decision preferences in rats, we found that humans engaged in deliberation when making foraging decisions. A key feature of this task is that preferences (and thus, value) are revealed as a function of serial choices. Like rats, humans also took longer to respond when faced with difficult decisions near their preference boundary, which was associated with prefrontal and hippocampal activation, exemplifying cross-species parallels in deliberation. Furthermore, we found that voxels within the visual cortices encoded neural representations of the available possibilities specifically following regret-inducing experiences, in which the subject had previously rejected a good offer only to encounter a low-valued offer on the subsequent trial. |
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AbstractList | Humans have a remarkable capacity to mentally project themselves far ahead in time. This ability, which entails the mental simulation of events, is thought to be fundamental to deliberative decision making, as it allows us to search through and evaluate possible choices. Many decisions that humans make are foraging decisions, in which one must decide whether an available offer is worth taking, when compared to unknown future possibilities (i.e., the background). Using a translational decision-making paradigm designed to reveal decision preferences in rats, we found that humans engaged in deliberation when making foraging decisions. A key feature of this task is that preferences (and thus, value) are revealed as a function of serial choices. Like rats, humans also took longer to respond when faced with difficult decisions near their preference boundary, which was associated with prefrontal and hippocampal activation, exemplifying cross-species parallels in deliberation. Furthermore, we found that voxels within the visual cortices encoded neural representations of the available possibilities specifically following regret-inducing experiences, in which the subject had previously rejected a good offer only to encounter a low-valued offer on the subsequent trial. Humans have a remarkable capacity to mentally project themselves far ahead in time. This ability, which entails the mental simulation of events, is thought to be fundamental to deliberative decision-making as it allows us to search through and evaluate possible choices. Many decisions that humans make are foraging decisions, where one must decide whether an available offer is worth taking, when compared to unknown future possibilities (i.e., the background). Using a translational decision-making paradigm designed to reveal decision-preferences in rats, we found that humans engaged in deliberation when making foraging decisions. A key feature of this task is that preferences (and thus, value) are revealed as a function of serial choices. Like rats, humans also took longer to respond when faced with difficult decisions near their preference boundary, which was associated with prefrontal and hippocampal activation, exemplifying cross-species parallels in deliberation. Furthermore, we found that voxels within visual cortices encoded neural representations of available possibilities, specifically following regret-inducing experiences, in which the subject previously rejected a good offer only to encounter a low-valued offer on the subsequent trial. Foraging decisions occur in a variety of real-world contexts; for example, humans forage for food in harsh environments, such as arctic hunters (Smith, 1991), taxi cab drivers forage for passengers in a city (Camerer, 1997), humans decide what food to purchase (Riefer, Prior, Blair, Pavey, & Love, 2017), and drug users forage for heroin in a black market (Hoffer, Bobashev, & Morris, 2009). A key aspect of the Restaurant Row task is that the flavor order is held constant, whereas the delays are random-that is, rats know the location of the flavors but not the specific delays they will encounter on arrival. [...]to accept the current cherry offer would mean that a rat would have less time available to spend at the chocolate restaurant that would come up next. [...]humans making difficult choices show lengthened reaction times (Shenhav, Straccia, Cohen, & Botvinick, 2014). Because VTE is implicated during uncertainty and in difficult decisions, it is thought to capture the indecision that underlies deliberation (Redish, 2016). The subjects were recruited via Craigslist (an American classified advertisement website) and reported no prior history of neurological disease or severe mental illness and no first-degree relatives with a severe mental illness. Humans have a remarkable capacity to mentally project themselves far ahead in time. This ability, which entails the mental simulation of events, is thought to be fundamental to deliberative decision making, as it allows us to search through and evaluate possible choices. Many decisions that humans make are foraging decisions, in which one must decide whether an available offer is worth taking, when compared to unknown future possibilities (i.e., the background). Using a translational decision-making paradigm designed to reveal decision preferences in rats, we found that humans engaged in deliberation when making foraging decisions. A key feature of this task is that preferences (and thus, value) are revealed as a function of serial choices. Like rats, humans also took longer to respond when faced with difficult decisions near their preference boundary, which was associated with prefrontal and hippocampal activation, exemplifying cross-species parallels in deliberation. Furthermore, we found that voxels within the visual cortices encoded neural representations of the available possibilities specifically following regret-inducing experiences, in which the subject had previously rejected a good offer only to encounter a low-valued offer on the subsequent trial.Humans have a remarkable capacity to mentally project themselves far ahead in time. This ability, which entails the mental simulation of events, is thought to be fundamental to deliberative decision making, as it allows us to search through and evaluate possible choices. Many decisions that humans make are foraging decisions, in which one must decide whether an available offer is worth taking, when compared to unknown future possibilities (i.e., the background). Using a translational decision-making paradigm designed to reveal decision preferences in rats, we found that humans engaged in deliberation when making foraging decisions. A key feature of this task is that preferences (and thus, value) are revealed as a function of serial choices. Like rats, humans also took longer to respond when faced with difficult decisions near their preference boundary, which was associated with prefrontal and hippocampal activation, exemplifying cross-species parallels in deliberation. Furthermore, we found that voxels within the visual cortices encoded neural representations of the available possibilities specifically following regret-inducing experiences, in which the subject had previously rejected a good offer only to encounter a low-valued offer on the subsequent trial. |
Author | Abram, Samantha V. Hanke, Michael MacDonald, Angus W. Redish, A. David |
AuthorAffiliation | 4 Center for Behavioral Brain Sciences, Magdeburg D-39016, Germany 5 Department of Neuroscience, University of Minnesota, Twin Cities, 321 Church Street Southeast, Minneapolis MN 55455, USA 1 Department of Psychology, University of Minnesota, Twin Cities, 75 East River Parkway, Minneapolis MN 55455, USA 6 Department of Psychiatry, University of Minnesota, 717 Delaware Street SE, Suite 516, Minneapolis MN 55414, USA 3 Psychoinformatics Lab, Institute of Psychology, Otto-von-Guericke University, Magdeburg D-39016, Germany 2 Sierra Pacific Mental Illness Research Education and Clinical Centers, San Francisco VA Medical Center, and the University of California, San Francisco |
AuthorAffiliation_xml | – name: 6 Department of Psychiatry, University of Minnesota, 717 Delaware Street SE, Suite 516, Minneapolis MN 55414, USA – name: 1 Department of Psychology, University of Minnesota, Twin Cities, 75 East River Parkway, Minneapolis MN 55455, USA – name: 2 Sierra Pacific Mental Illness Research Education and Clinical Centers, San Francisco VA Medical Center, and the University of California, San Francisco – name: 5 Department of Neuroscience, University of Minnesota, Twin Cities, 321 Church Street Southeast, Minneapolis MN 55455, USA – name: 3 Psychoinformatics Lab, Institute of Psychology, Otto-von-Guericke University, Magdeburg D-39016, Germany – name: 4 Center for Behavioral Brain Sciences, Magdeburg D-39016, Germany |
Author_xml | – sequence: 1 givenname: Samantha V. surname: Abram fullname: Abram, Samantha V. organization: Department of Psychology, University of Minnesota, Sierra Pacific Mental Illness Research Education and Clinical Centers, San Francisco VA Medical Center, and the University of California – sequence: 2 givenname: Michael surname: Hanke fullname: Hanke, Michael organization: Psychoinformatics Laboratory, Institute of Psychology, Otto-von-Guericke University, Center for Behavioral Brain Sciences – sequence: 3 givenname: A. David surname: Redish fullname: Redish, A. David email: redish@umn.edu organization: Department of Neuroscience, University of Minnesota – sequence: 4 givenname: Angus W. surname: MacDonald fullname: MacDonald, Angus W. email: angus@umn.edu organization: Department of Psychology, University of Minnesota, Department of Psychiatry, University of Minnesota |
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Copyright | The Psychonomic Society, Inc. 2019 Copyright Springer Nature B.V. Dec 2019 |
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Keywords | Regret Deliberation fMRI Neural decoding Episodic simulation Foraging |
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Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 content type line 23 S.V.A., A.D.R., and A.W.M. designed the experiment; A.D.R. and A.W.M. supervised the project; S.V.A. carried out the experiments and analyzed the data with assistance from M.H., A.D.R., and A.W.M.; S.V.A., M.H., A.D.R., and A.W.M. wrote the manuscript. Author Contributions |
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Snippet | Humans have a remarkable capacity to mentally project themselves far ahead in time. This ability, which entails the mental simulation of events, is thought to... Foraging decisions occur in a variety of real-world contexts; for example, humans forage for food in harsh environments, such as arctic hunters (Smith, 1991),... |
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SubjectTerms | Animal behavior Animal cognition Behavioral Science and Psychology Chocolate Cognitive models Cognitive Psychology Decision making Drug abuse Flavors Foraging behavior Harsh environments Heroin Mental disorders Neurological diseases Neurosciences Psychology Restaurants Simulation |
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Title | Neural signatures underlying deliberation in human foraging decisions |
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