Evidence map›Paper›PMID 39618329›Full record

ArticlePsychological medicine2024

Major depression symptom severity associations with willingness to exert effort and patch foraging strategy.

Laura A Bustamante, Deanna M Barch, Johanne Solis, Temitope Oshinowo, Ivan Grahek, Anna B Konova, Nathaniel D Daw, Jonathan D Cohen

Abstract read
In one paragraph

Article in Psychological medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing 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

11 citing papers in PubMed.

  1. Trial
  2. Article
  3. Decisional reference point pathology: A cognitive mechanism for and a correlate of major depressive disorder in humans.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  4. The cognitive and motor determinants of the perception of effort.Cognitive, affective & behavioral neuroscience · 2026
    Article
  5. Review
  6. Article
  7. Article
  8. Review
  9. Article
  10. Computational Phenotyping of Effort-Based Decision Making in Unmedicated Adults With Remitted Depression.Biological psychiatry. Cognitive neuroscience and neuroimaging · 2025
    Article
  11. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

8 authors.

Laura A BustamantePrinceton Neuroscience Institute, Princeton University, Princeton, NJ, USA.ORCID 0000-0002-2539-0602
Deanna M BarchDepartment of Psychological & Brain Science and Psychiatry, Washington University in St. Louis, St. Louis, MO, USA.ORCID 0000-0003-1693-8506
Johanne SolisDepartment of Psychiatry, Rutgers University, New Brunswick, NJ, USA.ORCID 0009-0007-2113-1746
Temitope OshinowoPrinceton Neuroscience Institute and Department of Molecular Biology, Princeton University, Princeton, NJ, USA.ORCID 0000-0001-6764-3316
Ivan GrahekDepartment of Cognitive and Psychological Sciences, Brown University, Providence, RI, USA.ORCID 0000-0002-9247-5956
Anna B KonovaDepartment of Psychiatry, Rutgers University, New Brunswick, NJ, USA.ORCID 0000-0001-8894-6164
Nathaniel D DawPrinceton Neuroscience Institute and Department of Psychology, Princeton University, Princeton, NJ, USA.ORCID 0000-0001-5029-1430
Jonathan D CohenPrinceton Neuroscience Institute and Department of Psychology, Princeton University, Princeton, NJ, USA.ORCID 0000-0003-2316-0763

Funding

BIOMEDICAL RESEARCH TRAINING IN DRUG ABUSET32DA007261 · NIDA · WASHINGTON UNIVERSITY · PI ARPANA AGRAWAL, Jose A Moron-Concepcion · 1991 to 2026
$8.8M
NRSA Training Grant in Quantitative NeuroscienceT32MH065214 · NIMH · PRINCETON UNIVERSITY · PI Nathaniel Douglass Daw, KENNETH A NORMAN · 2002 to 2026
$7.9M
NIDA NIH HHS T32 DA007261NIMH NIH HHS T32 MH065214NIMH NIH HHS T32MH065214
6 · The paper itself

Abstract

backgroundIndividuals with major depressive disorder (MDD) can experience reduced motivation and cognitive function, leading to challenges with goal-directed behavior. When selecting goals, people maximize 'expected value' by selecting actions that maximize potential reward while minimizing associated costs, including effort 'costs' and the opportunity cost of time. In MDD, differential weighing of costs and benefits are theorized mechanisms underlying changes in goal-directed cognition and may contribute to symptom heterogeneity.

methodsWe used the Effort Foraging Task to quantify cognitive and physical effort costs, and patch leaving thresholds in low effort conditions (reflecting perceived opportunity cost of time) and investigated their shared versus distinct relationships to clinical features in participants with MDD (

resultsContrary to our predictions, none of the decision-making measures differed with MDD diagnosis. However, each of the measures was related to symptom severity, over and above effects of ability (i.e. performance). Greater anxiety symptoms were selectively associated with

conclusionsMarkers of effort-based decision-making may inform understanding of MDD heterogeneity. Increased willingness to exert cognitive effort may contribute to anxiety symptoms such as worry. Decreased leaving threshold associations with symptom severity are consistent with reward rate-based accounts of reduced vigor in MDD. Future research should address subtypes of depression with or without anxiety, which may relate differentially to cognitive effort decisions.

Indexed as

AnhedoniaDecision MakingMajor Depressive DisorderMotivationAdultAnxietyApathyFemaleGoalsHumansMaleMiddle AgedRewardSeverity of Illness IndexYoung Adultanxietycognitive controlcomputational psychiatryeffort-based decision-makingforagingmajor depressive disorderphysical effort

Identifiers

PMID39618329
PMCPMC11650159

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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.