Evidence map›Paper›PMID 42272867›Full record

ArticleJournal of clinical and translational science2026

Findings and recommendations from a root cause analysis of a clinical trial randomization error.

Muayad Hamidi, Omar Abbaas, Pavan Bhatraju, Subrata Debnath, Jonathan Gelfond, Joel E Michalek, Karen Nijland, Jeannette Watterson, Melanie Zuniga Rapp, Jason Bates and 5 more

Abstract read
In one paragraph

Article in Journal of clinical and translational science, 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

15 authors.

Muayad HamidiJoe R. and Teressa Lozano Long School of Medicine, University of Texas at San Antonio Health Science Center (UT Health San Antonio), San Antonio, TX, USA.ORCID https://orcid.org/0009-0005-9825-4993
Omar AbbaasCenter for Advanced Manufacturing and Lean Systems, University of Texas at San Antonio (UTSA), San Antonio, TX, USA.
Pavan BhatrajuDepartment of Medicine, University of Washington (UW), Seattle, WA, USA.
Subrata DebnathJoe R. and Teressa Lozano Long School of Medicine, University of Texas at San Antonio Health Science Center (UT Health San Antonio), San Antonio, TX, USA.
Jonathan GelfondJoe R. and Teressa Lozano Long School of Medicine, University of Texas at San Antonio Health Science Center (UT Health San Antonio), San Antonio, TX, USA.
Joel E MichalekJoe R. and Teressa Lozano Long School of Medicine, University of Texas at San Antonio Health Science Center (UT Health San Antonio), San Antonio, TX, USA.
Karen NijlandJoe R. and Teressa Lozano Long School of Medicine, University of Texas at San Antonio Health Science Center (UT Health San Antonio), San Antonio, TX, USA.
Jeannette WattersonJoe R. and Teressa Lozano Long School of Medicine, University of Texas at San Antonio Health Science Center (UT Health San Antonio), San Antonio, TX, USA.
Melanie Zuniga RappJoe R. and Teressa Lozano Long School of Medicine, University of Texas at San Antonio Health Science Center (UT Health San Antonio), San Antonio, TX, USA.
Jason BatesJoe R. and Teressa Lozano Long School of Medicine, University of Texas at San Antonio Health Science Center (UT Health San Antonio), San Antonio, TX, USA.
Susanne SchmidtJoe R. and Teressa Lozano Long School of Medicine, University of Texas at San Antonio Health Science Center (UT Health San Antonio), San Antonio, TX, USA.ORCID https://orcid.org/0000-0001-7684-1648
Kumar SharmaJoe R. and Teressa Lozano Long School of Medicine, University of Texas at San Antonio Health Science Center (UT Health San Antonio), San Antonio, TX, USA.
Laura Aubree ShaySchool of Public Health, University of Texas Health Science Center at Houston (UT Health Houston), Houston, TX, USA.
Hung-da WanCenter for Advanced Manufacturing and Lean Systems, University of Texas at San Antonio (UTSA), San Antonio, TX, USA.
Meredith ZozusJoe R. and Teressa Lozano Long School of Medicine, University of Texas at San Antonio Health Science Center (UT Health San Antonio), San Antonio, TX, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Participants in NIH-funded multicenter clinical trial received the compound opposite to the randomization intention. We report the problem, subsequent root cause analysis (RCA) and corrective and preventative action (CAPA). Methods: The RCA was independently facilitated to identify study-level causes of the problem. Results were reviewed by institutional research administration leaders to identify institution-level causes and formulate corresponding CAPA. Both culminated in consensus. Results: The resulting causal chain consisted of two physical causes, two study-level system causes, and two institution-level system causes for which two institution-level CAPAs were formulated by institutional leadership. The CAPAs established institutional procedures for independent verification of critical processes, their specification, and their planned control on high-risk studies. Conclusions: Lack of study-level procedural infrastructure jeopardized a multicenter study led by our institution. Lack of institutional infrastructure supporting identification of critical study processes, risks to them, and appropriate controls enabled the problem to occur. Studies conducted in settings lacking institutional or study-level procedural infrastructure are susceptible to similar problems. Adding the needed institutional processes to support identification of critical study processes, risks to them, and appropriate controls required reprioritizing existing resources.

Indexed as

Clinical trialguideline adherencemethodsproceduresquality

Identifiers

PMID42272867
PMCPMC13247789

What OpenQuestion holds

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LicenceCC BY
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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.