Literature DB >> 30850512

The Subjective Value of Cognitive Effort is Encoded by a Domain-General Valuation Network.

Andrew Westbrook1,2,3, Bidhan Lamichhane4, Todd Braver4,5,6.   

Abstract

Cognitive control is necessary for goal-directed behavior, yet people treat cognitive control demand as a cost, which discounts the value of rewards in a similar manner as other costs, such as delay or risk. It is unclear, however, whether the subjective value (SV) of cognitive effort is encoded in the same putatively domain-general brain valuation network implicated in other cost domains, or instead engages a distinct frontoparietal network, as implied by recent studies. Here, we provide rigorous evidence that the valuation network, with core foci in the ventromedial prefrontal cortex and ventral striatum, also encodes SV during cognitive effort-based decision-making in healthy, male and female adult humans. We doubly dissociate this network from frontoparietal regions that are instead recruited as a function of decision difficulty. We show that the domain-general valuation network jointly and independently encodes both reward benefits and cognitive effort costs. We also demonstrate that cognitive effort SV signals predict choice and are influenced by state and trait motivation, including sensitivity to reward and anticipated task performance. These findings unify cognitive effort with other cost domains, and suggest candidate neural mechanisms underlying state and trait variation in willingness to expend cognitive effort.SIGNIFICANCE STATEMENT Subjective effort costs are increasingly understood to diminish cognitive control over task performance and can thus undermine functioning across health and disease. Yet, we are only beginning to understand how decisions about cognitive effort are made. A key question is how subjective values are computed. Recent work suggests that the value of cognitive effort might be computed by networks that are distinct from those involved in other domains like intertemporal and risky decision-making, implying distinct mechanisms. Here we demonstrate that the domain-general network also encodes effort-discounted value, linking cognitive effort closely with other domains. Our results thus elucidate key mechanisms supporting decisions about cognitive effort, and point to candidate neural targets for intervention in disorders involving impaired cognitive motivation.
Copyright © 2019 the authors.

Entities:  

Keywords:  cognitive control; cognitive effort; decision-making; motivation; subjective value; vmPFC

Mesh:

Year:  2019        PMID: 30850512      PMCID: PMC6520500          DOI: 10.1523/JNEUROSCI.3071-18.2019

Source DB:  PubMed          Journal:  J Neurosci        ISSN: 0270-6474            Impact factor:   6.167


  76 in total

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Authors: 
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8.  Sustained neural activity associated with cognitive control during temporally extended decision making.

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  21 in total

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2.  Roles of Ventromedial Prefrontal Cortex and Anterior Cingulate in Subjective Valuation of Prospective Effort.

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Review 4.  Filling the gaps: Cognitive control as a critical lens for understanding mechanisms of value-based decision-making.

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5.  Culture-related differences in the neural processing of probability during mixed lottery value-based decision-making.

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6.  Value, confidence, deliberation: a functional partition of the medial prefrontal cortex demonstrated across rating and choice tasks.

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Review 9.  Investigating mindfulness influences on cognitive function: On the promise and potential of converging research strategies.

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Review 10.  Using pharmacological manipulations to study the role of dopamine in human reward functioning: A review of studies in healthy adults.

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