Evidence map›Paper›PMID 31558818›Full record

ArticleNature human behaviour2018

Behavioural and neural evidence for self-reinforcing expectancy effects on pain.

Marieke Jepma, Leonie Koban, Johnny van Doorn, Matt Jones, Tor D Wager

Abstract read
In one paragraph

Article in Nature human behaviour, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 69 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
69citing papers in PubMed, 1 pooled it
–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

69 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Trial
  3. Article
  4. Mechanisms Underlying Pain Avoidance in Complex Regional Pain Syndrome.European journal of pain (London, England) · 2026
    Observational
  5. Review
  6. Article
  7. Article
  8. Review
  9. Article
  10. Social information creates self-fulfilling prophecies in judgments of pain, vicarious pain, and cognitive effort.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  11. Article
  12. Review
  13. Article
  14. Article
  15. Review
  16. Article
  17. Article
  18. Article
  19. How the magnitude and precision of pain predictions shape pain experiences.European journal of pain (London, England) · 2025
    Article
  20. Article

9 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors.

Marieke JepmaDepartment of Psychology, University of Amsterdam, Amsterdam, the Netherlands. m.jepma@uva.nl.ORCID http://orcid.org/0000-0002-7903-0135
Leonie KobanDepartment of Psychology and Neuroscience and Institute of Cognitive Science, University of Colorado Boulder, Boulder, CO, USA.ORCID http://orcid.org/0000-0002-3121-6491
Johnny van DoornDepartment of Psychology, University of Amsterdam, Amsterdam, the Netherlands.
Matt JonesDepartment of Psychology and Neuroscience and Institute of Cognitive Science, University of Colorado Boulder, Boulder, CO, USA.
Tor D WagerDepartment of Psychology and Neuroscience and Institute of Cognitive Science, University of Colorado Boulder, Boulder, CO, USA.ORCID http://orcid.org/0000-0002-1936-5574

Funding

The Neural Bases of Placebo Effects and their Relation to Regulatory ProcessesR01MH076136 · NIMH · UNIVERSITY OF COLORADO · PI WAGER, TOR D. · 2007 to 2023
$8.5M
Learning to avoid pain: Computational mechanisms and application to methamphetamiR01DA027794 · NIDA · UNIVERSITY OF COLORADO · PI WAGER, TOR D. · 2009 to 2013
$1.7M
NIDA NIH HHS R01 DA027794NIMH NIH HHS R01 MH076136
6 · The paper itself

Abstract

Beliefs and expectations often persist despite evidence to the contrary. Here we examine two potential mechanisms underlying such 'self-reinforcing' expectancy effects in the pain domain: modulation of perception and biased learning. In two experiments, cues previously associated with symbolic representations of high or low temperatures preceded painful heat. We examined trial-to-trial dynamics in participants' expected pain, reported pain and brain activity. Subjective and neural pain responses assimilated towards cue-based expectations, and pain responses in turn predicted subsequent expectations, creating a positive dynamic feedback loop. Furthermore, we found evidence for a confirmation bias in learning: higher- and lower-than-expected pain triggered greater expectation updating for high- and low-pain cues, respectively. Individual differences in this bias were reflected in the updating of pain-anticipatory brain activity. Computational modelling provided converging evidence that expectations influence both perception and learning. Together, perceptual assimilation and biased learning promote self-reinforcing expectations, helping to explain why beliefs can be resistant to change.

Indexed as

BrainLearningPainReinforcement, PsychologyAdultBrain MappingCultureFemaleHumansMaleMotivationNeuropsychological TestsPain PerceptionPsychological Theory

Identifiers

PMID31558818
PMCPMC6768437

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.