Evidence map›Paper›PMID 41556054›Full record

ArticlePeerJ2026

A survey of how biology researchers assess credibility when serving on grant and hiring committees.

Iain Hrynaszkiewicz, Beruria Novich, James Harney, Ross Gray, Veronique Kiermer

Abstract read
In one paragraph

Article in PeerJ, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

5 authors.

Iain HrynaszkiewiczPLOS, San Francisco, California, United States.
Beruria NovichPLOS, San Francisco, California, United States.
James HarneyPLOS, San Francisco, California, United States.
Ross GrayPLOS, San Francisco, California, United States.
Veronique KiermerPLOS, San Francisco, California, United States.ORCID 0000-0001-8771-7239

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Researchers who serve on grant review and hiring committees have to make decisions about the intrinsic value of research in short periods of time, and research impact metrics such Journal Impact Factor (JIF) exert undue influence on these decisions. Initiatives such as the Coalition for Advancing Research Assessment (CoARA) and the Declaration on Research Assessment (DORA) emphasize responsible use of quantitative metrics and avoidance of journal-based impact metrics for research assessment. Further, our previous qualitative research suggested that assessing credibility, or trustworthiness, of research is important to researchers not only when they seek to inform their own research but also in the context of research assessment committees. To confirm our findings from previous interviews in quantitative terms, we surveyed 485 biology researchers who have served on committees for grant review or hiring and promotion decisions, to understand how they assess the credibility of research outputs in these contexts. We found that concepts like credibility, trustworthiness, quality, and impact lack consistent definitions and interpretations by researchers, which had already been observed in our interviews. We also found that, in our sample, assessment of credibility is very important to the majority (90%, 95% CI [87-92%]) of researchers serving in these committees but fewer than half of participants are satisfied with their ability to assess credibility. This gap between importance of an assessment and satisfaction in the ability to conduct it was reflected in multiple aspects of credibility we tested, and it was greatest for researchers seeking to assess the integrity of research (such as identifying signs of fabrication, falsification, or plagiarism), and the suitability and completeness of research methods. Non-traditional research outputs associated with open science practices-research data, code, protocols, and preprints-are particularly hard for researchers to assess, despite the potential of Open Science practices to signal trustworthiness. A substantial proportion of participants (57% [52%, 61%] of participants) report using journal reputation and JIF to assess credibility of research articles and outputs, despite journal reputation and JIF being proxies for credibility that rely on characteristics of research outputs that are extrinsic, rather than intrinsic, to the output itself. While our results only describe the practices and perspectives of our sample, they may suggest opportunities to develop better guidance and better signals to support the evaluation of research credibility and trustworthiness-and ultimately support research assessment reform, away from the use of proxies for impact and towards assessing the intrinsic characteristics and values researchers see as important.

Indexed as

Research PersonnelHumansJournal Impact FactorSurveys and QuestionnairesTrustOpen scienceResearch assessmentScholarly communicationSurvey data

Identifiers

PMID41556054
PMCPMC12812271

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.