The Subjective Value of Cognitive Effort is Encoded by a Domain-General Valuation Network
Andrew WestbrookiD, Bidhan LamichhaneiD, Todd Samuel BraveriD
Abstract
Cognitive control is necessary for goal-directed behavior, yet people treat control as costly, discounting goal value by cognitive demands in a similar manner as they would for delayed or risky outcomes. It is unclear, however, whether a putatively domain-general valuation network implicated in other cost domains also encodes the subjective value (SV) of cognitive effort. Here, we demonstrate that a valuation network, centered on the ventromedial prefrontal cortex and ventral striatum, also encodes SV during cognitive effort-based decision-making. We doubly dissociate this network from a primarily frontoparietal network recruited as a function of decision difficulty. We also find evidence that 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 inform physiological mechanisms of SV representations underlying the willingness to expend cognitive effort.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 146
- FWCI
- 9.74
- Field percentile
- top 1%
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Neural correlates of effort-based valuation with prospective choices
Nadav Aridan, Nicholas J. Malecek, … Tom Schönberg·NeuroImagePeer-reviewed·Oct 20, 2018
- Dissociable Roles of Ventromedial Prefrontal Cortex and Anterior Cingulate in Subjective Valuation of Prospective Effort
Patrick S. Hogan, Joseph K. Galaro, Vikram S. Chib·bioRxiv·Sep 13, 2017
- Value, confidence, deliberation: a functional partition of the medial prefrontal cortex demonstrated across rating and choice tasks
Nicolas Clairis, Mathias Pessiglione·Journal of NeurosciencePeer-reviewed·Jun 2, 2022
- Choice-driven remapping of action- and stimulus-anchored value in human single neurons
Aniek Fransen, Cooper D. Grossman, … John P. O’Doherty·bioRxiv·May 29, 2026
- The neural basis of effort valuation: A meta-analysis of functional magnetic resonance imaging studies
Paula Lopez-Gamundi, Yuan‐Wei Yao, … Josep Marco‐Pallarés·Neuroscience & Biobehavioral ReviewsPeer-reviewed·Oct 25, 2021
- Neural substrates underlying the expectation of rewards resulting from effortful exertion
Aram Kim, Vikram S. Chib·bioRxiv·Feb 1, 2024