Evidence map›Paper›PMID 35935262›Full record

ArticleClinical psychological science : a journal of the Association for Psychological Science2022

Rumination Derails Reinforcement Learning with Possible Implications for Ineffective Behavior.

Peter Hitchcock, Evan Forman, Nina Rothstein, Fengqing Zhang, John Kounios, Yael Niv, Chris Sims

Open access · greenAbstract read
In one paragraph

Article in Clinical psychological science : a journal of the Association for Psychological Science, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed
2.9field-weighted citation impact, top 9% of its field
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

13 citing papers in PubMed, 23 citations in OpenAlex.

  1. Trial
  2. Article
  3. Article
  4. Article
  5. Article
  6. Rumination and Overrecruitment of Cognitive Control Circuits in Depression.Biological psychiatry. Cognitive neuroscience and neuroimaging · 2024
    Article
  7. The challenge of learning adaptive mental behavior.Journal of psychopathology and clinical science · 2024
    Article
  8. Article
  9. Article
  10. Back to the future: Progressing memory research in eating disorders.The International journal of eating disorders · 2023
    Article
  11. Invasive Computational Psychiatry.Biological psychiatry · 2023
    Review
  12. Article
  13. Computational Psychiatry Needs Time and Context.Annual review of psychology · 2022
    Review
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

7 authors at 4 institutions in 2 countries.

Peter HitchcockCognitive, Linguistic, and Psychological Sciences, Brown University, Providence, RI.
Evan FormanPsychology Department, Drexel University, Philadelphia, PA.
Nina RothsteinApplied Cognitive & Brain Sciences, Drexel University, Philadelphia, PA.
Fengqing ZhangPsychology Department, Drexel University, Philadelphia, PA.
John KouniosApplied Cognitive & Brain Sciences, Drexel University, Philadelphia, PA.
Yael NivPrinceton Neuroscience Institute & Psychology Department, Princeton University, Princeton, NJ.
Chris SimsCognitive Science Department, Rensselaer Polytechnic Institute, Troy, NY.
Drexel University · USBrown University · USPrinceton University · USRensselaer Polytechnic Institute · US

Funding

A Computational Psychiatry Investigation of the effects of Mood on Reward Learning and AttentionR01MH119511 · NIMH · PRINCETON UNIVERSITY · PI NIV, YAEL · 2019 to 2023
$2.3M
How Does Rumination Alter Learning and Choice Mechanisms in Reinforcement Learning?F32MH123055 · NIMH · BROWN UNIVERSITY · PI HITCHCOCK, PETER FRANK · 2020 to 2023
$187k
NIMH NIH HHS F32 MH123055NIMH NIH HHS R01 MH119511
6 · The paper itself

Abstract

How does rumination affect reinforcement learning-the ubiquitous process by which we adjust behavior after error in order to behave more effectively in the future? In a within-subject design (

Indexed as

Adaptive BehaviorAttentionComputational modelingComputational psychiatryReinforcement learningRumination

Identifiers

PMID35935262
PMCPMC9354806
OpenAlexW3165056465

What OpenQuestion holds

Textmetadata
LicenceTDM
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.