Evidence map›Paper›PMID 41803298›Full record

ArticleScientific reports2026

Politics matter more than credentials in laypeople's judgments of expertise.

Mertcan Güngör, Nathan Ballantyne, Jared B Celniker

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.

Mertcan GüngörDepartment of Psychology, University of California - Irvine, Irvine, USA. mgungor@uci.edu.
Nathan BallantyneSchool of Historical, Philosophical and Religious Studies, Arizona State University, Tempe, AZ, USA.
Jared B CelnikerSchool of Historical, Philosophical and Religious Studies, Arizona State University, Tempe, AZ, USA.

Funding

John Templeton Foundation,United States 62824
6 · The paper itself

Abstract

We explored the cues laypeople use to determine who is an expert on a given topic. In Study 1 (n = 208), we collected participants’ self-reports of cues they consider important when evaluating a putative expert. Across various topics, participants rated good cues (e.g., relevant degree, more experience) as more important for expertise while disregarding poor or superficial cues (e.g., appearance). In Study 2 (n = 498), we conducted a conjoint experiment where we manipulated several cues of expertise in biographies of hypothetical experts. In line with the self-reports, good cues had the strongest effects on trust. In Study 3 (n = 1,776), we examined whether participants would still recognize good cues when they received information about the expert’s political views. Using a highly politicized topic—abortion—we manipulated the expert’s views along with their credentials. Participants trusted likeminded experts more, and the effect of the expert’s views on participants’ trust was more than twice as large as the effect of credentials. Our results paint a complicated picture, where laypeople know what qualities to look for in experts but attend to political information more readily than to good cues of expertise.

Indexed as

JudgmentPoliticsAdultCuesFemaleHumansMaleMiddle AgedSelf ReportTrustYoung Adult

Identifiers

PMID41803298
PMCPMC13096159

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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.