Evidence map›Paper›PMID 42557266›Full record

ArticleScientific reports2026

The robustness of repetition-based illusory truth and certainty effects in social media contexts.

Annika Stump, Raphael Hartmann, Karl Christoph Klauer

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

3 authors.

Annika StumpInstitute of Psychology, University of Freiburg, Engelbergerstraße 41, 79085, Freiburg im Breisgau, Germany. annika.stump@psychologie.uni-freiburg.de.ORCID 0000-0001-9288-7216
Raphael HartmannInstitute of Psychology, University of Freiburg, Engelbergerstraße 41, 79085, Freiburg im Breisgau, Germany.ORCID 0000-0003-4686-9329
Karl Christoph KlauerInstitute of Psychology, University of Freiburg, Engelbergerstraße 41, 79085, Freiburg im Breisgau, Germany.ORCID 0000-0003-4004-035X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In the past, cognitive illusions, such as the repetition-based illusory truth and certainty effects, were primarily studied in experimental settings that were far removed from real-world conditions. However, information channels - particularly social media - provide competing cues (e.g., likes) that may influence such cognitive phenomena. In the present study (N = 165), participants were assigned to one of two groups that viewed Instagram-like posts either with visible like counts (experimental condition) or without them (control condition). In addition, within the experimental group (N = 82), the number of likes was systematically manipulated. Results showed no moderating effect of like visibility on the repetition-based illusory truth or certainty effects. However, especially when repetition-based cues were absent, low (compared to high) like counts substantially reduced both subjective truth and confidence (experimental condition), highlighting the dominant role of information repetition in shaping perceived truth and confidence in truth evaluations.

Indexed as

IllusionsSocial MediaAdultCognitionCuesFemaleHumansJudgmentMaleYoung AdultInformation repetitionLikesSocial endorsement cuesSocial mediaSubjective confidenceTruth judgments

Identifiers

PMID42557266
PMCPMC13443530

What OpenQuestion holds

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Registered trials

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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.