Literature DB >> 28951967

Assessing the role of reward in task selection using a reward-based voluntary task switching paradigm.

David A Braun1, Catherine M Arrington2.   

Abstract

People exhibit a remarkable ability to both maintain controlled focus on executing a single task and flexibly shift between executing several tasks. Researchers studying human multitasking have traditionally focused on the cognitive control mechanisms that allow for such stable and flexible task execution, but there has been a recent interest in how cognitive control mechanisms drive the decision of task selection. The present research operationalizes a foraging analogy to investigate what factors drive the decision to either exploit task repetitions or explore task switches. A novel paradigm-reward-based voluntary task switching-ascribes point values to tasks where the overall goal is to accumulate points as quickly as possible. The reward structure generally rewards switching tasks, thereby juxtaposing the motivation to gain increased reward (by exploring task switches) against the motivation to perform quickly (by exploiting task repetitions). Results suggest that people are highly sensitive to changes in both reward and effort demands when making task selections, and that the task selection process is efficient and flexible. We argue that a cost-benefit mechanism might underlie decisions in multitasking contexts, whereby people compute task selections based on both the reward available for selecting a task and the effort necessary to execute a task.

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Year:  2017        PMID: 28951967     DOI: 10.1007/s00426-017-0919-x

Source DB:  PubMed          Journal:  Psychol Res        ISSN: 0340-0727


  37 in total

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Journal:  J Exp Psychol Hum Percept Perform       Date:  2003-04       Impact factor: 3.332

2.  Stimulus-based priming of task choice during voluntary task switching.

Authors:  Catherine M Arrington; Starla M Weaver; Rachel L Pauker
Journal:  J Exp Psychol Learn Mem Cogn       Date:  2010-07       Impact factor: 3.051

3.  On how to be unpredictable: evidence from the voluntary task-switching paradigm.

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Journal:  Psychol Sci       Date:  2006-09

Review 4.  A framework for studying the neurobiology of value-based decision making.

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Journal:  Nat Rev Neurosci       Date:  2008-06-11       Impact factor: 34.870

Review 5.  The expected value of control: an integrative theory of anterior cingulate cortex function.

Authors:  Amitai Shenhav; Matthew M Botvinick; Jonathan D Cohen
Journal:  Neuron       Date:  2013-07-24       Impact factor: 17.173

6.  Cost-Benefit Arbitration Between Multiple Reinforcement-Learning Systems.

Authors:  Wouter Kool; Samuel J Gershman; Fiery A Cushman
Journal:  Psychol Sci       Date:  2017-07-21

7.  Hierarchical control over effortful behavior by rodent medial frontal cortex: A computational model.

Authors:  Clay B Holroyd; Samuel M McClure
Journal:  Psychol Rev       Date:  2014-12-01       Impact factor: 8.934

Review 8.  Motivation and cognitive control: from behavior to neural mechanism.

Authors:  Matthew Botvinick; Todd Braver
Journal:  Annu Rev Psychol       Date:  2014-09-12       Impact factor: 24.137

9.  A labor/leisure tradeoff in cognitive control.

Authors:  Wouter Kool; Matthew Botvinick
Journal:  J Exp Psychol Gen       Date:  2012-12-10

10.  Decision making and the avoidance of cognitive demand.

Authors:  Wouter Kool; Joseph T McGuire; Zev B Rosen; Matthew M Botvinick
Journal:  J Exp Psychol Gen       Date:  2010-11
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  4 in total

Review 1.  Mental labour.

Authors:  Wouter Kool; Matthew Botvinick
Journal:  Nat Hum Behav       Date:  2018-09-03

2.  Trading off switch costs and stimulus availability benefits: An investigation of voluntary task-switching behavior in a predictable dynamic multitasking environment.

Authors:  Victor Mittelstädt; Jeff Miller; Andrea Kiesel
Journal:  Mem Cognit       Date:  2018-07

3.  The role of objective and subjective effort costs in voluntary task choice.

Authors:  Gesine Dreisbach; Vanessa Jurczyk
Journal:  Psychol Res       Date:  2021-08-29

4.  Scaling of the Parameters for Cost Balancing in Self-Organized Task Switching.

Authors:  Irina Monno; Markus Spitzer; Jeff Miller; David Dignath; Andrea Kiesel
Journal:  J Cogn       Date:  2021-01-18
  4 in total

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