Evidence map›Paper›PMID 39122557›Full record

ArticleThe Journal of neuroscience : the official journal of the Society for Neuroscience2024

Generalized Encoding of the Relative Subjective Value of Cognitive Effort in the Dorsal ACC.

Jennifer L Crawford, Rachel E Brough, Sarah A Eisenstein, Jonathan E Peelle, Todd S Braver

Abstract read
In one paragraph

Article in The Journal of neuroscience : the official journal of the Society for Neuroscience, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Article
  2. Article
  3. In Search of a Neural Mechanism for Domain-General Value Comparison in Decision Making.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2025
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Jennifer L CrawfordDepartment of Psychological and Brain Sciences, Washington University in St. Louis, St. Louis, Missouri 63130 jlcrawford@brandeis.edu.ORCID 0000-0001-6392-361X
Rachel E BroughDepartment of Psychological and Brain Sciences, Washington University in St. Louis, St. Louis, Missouri 63130.ORCID 0000-0001-7515-2461
Sarah A EisensteinDepartment of Psychiatry, Washington University in St. Louis, St. Louis, Missouri 63110.
Jonathan E PeelleDepartment of Psychological and Brain Sciences, Washington University in St. Louis, St. Louis, Missouri 63130.ORCID 0000-0001-9194-854X
Todd S BraverDepartment of Psychological and Brain Sciences, Washington University in St. Louis, St. Louis, Missouri 63130.ORCID 0000-0002-2631-3393

Funding

Quantitative Neuroscience: Tools for Bridging Levels of AnalysisT32NS007292 · NINDS · BRANDEIS UNIVERSITY · PI GINA G TURRIGIANO · 1986 to 2026
$12.7M
AGING AND DEVELOPMENTT32AG000030 · NIA · WASHINGTON UNIVERSITY · PI DENISE HEAD, Jeffrey M Zacks · 1985 to 2026
$9.7M
Interdisciplinary Training in Cognitive, Computational and Systems Neuroscience (CCSN)T32NS115672 · NINDS · WASHINGTON UNIVERSITY · PI TODD S BRAVER, Camillo Padoa-Schioppa · 2020 to 2026
$1.8M
Research Network on Decision Neuroscience and AgingR24AG054355 · NIA · YALE UNIVERSITY · PI SAMANEZ LARKIN, GREGORY R · 2016 to 2020
$1.4M
Healthy Aging and the Cost of Cognitive EffortR21AG067295 · NIA · WASHINGTON UNIVERSITY · PI BRAVER, TODD S, PEELLE, JONATHAN E · 2020 to 2021
$433k
NIA NIH HHS R21 AG067295NIA NIH HHS R24 AG054355NIA NIH HHS T32 AG000030NINDS NIH HHS T32 NS007292NINDS NIH HHS T32 NS115672
6 · The paper itself

Abstract

Making choices about whether and when to engage cognitive effort are a common feature of everyday experience, with important consequences for academic, career, and health outcomes. Yet, despite their hypothesized importance, very little is understood about the underlying mechanisms that support this form of human cost-benefit decision-making. To investigate these mechanisms, we used the Cognitive Effort Discounting Paradigm (Cog-ED) during fMRI scanning to precisely quantify the neural encoding of varying cognitive effort demands relative to reward outcomes, within two distinct cognitive domains (working memory, speech comprehension). The findings provide strong evidence that the dorsal anterior cingulate cortex (dACC) plays a central and selective role in this decision-making process. Trial-by-trial modulations in dACC activation tracked the relative subjective value of the low-effort, low-reward option, with the strongest activity occurring when this was of greater value than the high-effort, high-reward option. In contrast, dACC activity was not modulated by decision difficulty, though such effects were found in other frontoparietal regions. Critically, dACC activity was also strongly correlated across the two decision-making task domains and further predicted subsequent choice behavior in both. Together, the results suggest that dACC activity modulation reflects a domain-general valuation comparison mechanism, which acts to bias participants away from decisions to engage in cognitive effort, when the perceived subjective costs of such engagement outweigh the reward-related benefits. These findings complement work in other cost domains and species by pointing to a clear role of the dACC in representing subjective value differences between choice options during cost-benefit decision-making.

Indexed as

CognitionDecision MakingGyrus CinguliMagnetic Resonance ImagingRewardAdultBrain MappingChoice BehaviorFemaleHumansMaleMemory, Short-TermYoung Adultcognitive effortfMRIspeech comprehensionworking memory

Identifiers

PMID39122557
PMCPMC11411589

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.