Relinquishing experimental control to improve translation

Abstract Here I draw on a recent movement in preclinical biomedical research – use of what are often called “dirty mice” – to challenge the standard view that less controlled experiments have diminished epistemic power. Dirty mice are research mice with diverse microbial exposures, and dirty mouse methods, I argue, are strategies for loosening the control that researchers have over their experiments. I use recent experimental results to show why, as compared to conventional mouse models, dirty mice may better support the translation of findings from laboratories to human clinical contexts. I discuss how to evaluate the claim that dirty mice, as compared to conventional mice, both (a) more closely match relevant human features and (b) more accurately predict human responses (to drugs and interventions). Thus, contra the control ideal, deliberately relinquishing some experimental control improves an epistemic desideratum (in this case, translatability). This paper contributes to literature on the philosophy of experiment, and the final upshot will be a suggestion for when scientists in other fields might consider purposely designing less controlled experiments.

Authors

Institutions

Publication Details

Journal
Synthese
Published
2025-09-10
DOI
https://doi.org/10.1007/s11229-025-05219-9
Citations
1
Primary Topic
Animal testing and alternatives
Type
article
Field-Weighted Citation Impact
2.35

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Relinquishing experimental control to improve translation

Jacqueline Mae Wallis
1 citations
Synthese
Animal testing and alternatives
2.35
article

Relinquishing experimental control to improve translation

Jacqueline Mae Wallis
article en
1 citations

Abstract

Abstract Here I draw on a recent movement in preclinical biomedical research – use of what are often called “dirty mice” – to challenge the standard view that less controlled experiments have diminished epistemic power. Dirty mice are research mice with diverse microbial exposures, and dirty mouse methods, I argue, are strategies for loosening the control that researchers have over their experiments. I use recent experimental results to show why, as compared to conventional mouse models, dirty mice may better support the translation of findings from laboratories to human clinical contexts. I discuss how to evaluate the claim that dirty mice, as compared to conventional mice, both (a) more closely match relevant human features and (b) more accurately predict human responses (to drugs and interventions). Thus, contra the control ideal, deliberately relinquishing some experimental control improves an epistemic desideratum (in this case, translatability). This paper contributes to literature on the philosophy of experiment, and the final upshot will be a suggestion for when scientists in other fields might consider purposely designing less controlled experiments.

SyntheseVol. 206(3)
University of Pennsylvania (US)
University of Pennsylvania
Openalex Percentile: Top 11%
Animal testing and alternatives
2.35
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Relinquishing experimental control to improve translation — Jacqueline Mae Wallis · Synthese (2025) | TGRS Research Map | TGRS