Evidence map›Paper›PMID 41685370›Full record

ArticleFrontiers in toxicology2026

Addressing animal methods bias through government-led initiatives.

Jessica S Kopew, Merel Ritskes-Hoitinga, Mikalah Singer, Emily R Trunnell, Gabby Vidaurre, Catharine E Krebs

Abstract read
In one paragraph

Article in Frontiers in toxicology, 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

6 authors.

Jessica S KopewPhysicians Committee for Responsible Medicine, Washington, DC, United States.
Merel Ritskes-HoitingaUniversity of Utrecht, Utrecht, Netherlands.
Mikalah SingerPhysicians Committee for Responsible Medicine, Washington, DC, United States.
Emily R TrunnellPeople for the Ethical Treatment of Animals (PETA), Washington, DC, United States.
Gabby VidaurrePeople for the Ethical Treatment of Animals (PETA), Washington, DC, United States.
Catharine E KrebsPhysicians Committee for Responsible Medicine, Washington, DC, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Peer review aims to ensure that high-quality research is funded, conducted, and disseminated. However, peer review bias limits this process by violating impartiality, allowing factors other than merit to influence reviewers' judgment. Animal methods bias is a peer review bias characterized by a preference for animal-based methods or lack of expertise to properly evaluate nonanimal methods, affecting the fair consideration of animal-free biomedical approaches. To date, most investigations into the characteristics of animal methods bias have relied on self-reported survey data and anecdotes from workshops, but available evidence shows it can impact the likelihood of obtaining funding or achieving positive publication outcomes and may also lead to the unjustified use of animals because of undue pressure caused by reviewer expectations or requests. Globally, progress is advancing in the shift away from animal experimentation and towards human-based, nonanimal methods to improve translation and clinical relevance, but barriers like animal methods bias must be understood and addressed to see these efforts through and reach the full potential of new approach methodologies (NAMs). In 2025, two government-led initiatives were announced to this end, in the United States and United Kingdom. In addition to measures like expanded funding, training, and infrastructure for nonanimal methods, these initiatives also included efforts to address animal methods bias. While global recognition of animal methods bias is encouraging, the implementation and success of these measures remains to be seen, and further strategies to understand and address animal methods bias around the world and throughout the research lifecycle are needed.

Indexed as

animal-free researchanimal methods biasnew approach methodologiespeer review biasresearch policy

Identifiers

PMID41685370
PMCPMC12893669

What Socratic 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 Socratic graph.