Evidence map›Paper›PMID 41694058›Full record

ArticleJournal of clinical and translational science2026

A systems framework for improving clinical trial recruitment: A literature-informed approach.

Blake Zimmerman, Alexandria Moellner, Nasia Safdar

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

3 authors.

Blake ZimmermanInstitute for Clinical and Translational Science, University of Wisconsin-Madison, Madison, WI, USA.
Alexandria MoellnerInstitute for Clinical and Translational Science, University of Wisconsin-Madison, Madison, WI, USA.ORCID https://orcid.org/0009-0008-4774-3828
Nasia SafdarInstitute for Clinical and Translational Science, University of Wisconsin-Madison, Madison, WI, USA.

Funding

University of Wisconsin Institute for Clinical and Translational ResearchUL1TR002373 · NCATS · UNIVERSITY OF WISCONSIN-MADISON · PI ELIZABETH S BURNSIDE, Allan R. Brasier · 2017 to 2026
$75.9M
NCATS NIH HHS UL1 TR002373
6 · The paper itself

Abstract

Introduction: Recruitment and retention of populations with limited prior participation in clinical trials remains a challenge. Thus, an increased understanding of the complex factors that impede or facilitate recruitment and retention is needed. Adapting the Systems Engineering Initiative for Patient Safety (SEIPS), we developed the Systems Engineering Initiative for Participant-Centric Research (SEIPR) framework that researchers can use to develop, implement, and evaluate interventions to increase trial participation. Methods: We performed a non-systematic literature review using the digital databases PubMed and Google Scholar to determine factors facilitating and impeding involvement of populations with limited prior participation in clinical trials. From this literature, we developed the SEIPR framework by applying it to the context of recruitment and retention. Results: We organized key obstacles and evidence-based solutions into five framework components: Person, Tasks and Tools, Technology, Physical Environment, and Organizational Conditions. Common obstacles included lack of awareness of active trials by participants and healthcare providers, patient's distance from trial centers, lack of access to traditional advertising technology, and mistrust towards investigators, among others. Solutions included promotional strategies appropriate to the regional or social context, decentralizing trials, providing communication technology to participants, partnering with trusted members from the participant's community and primary care team, using local connections and community centers, financial incentives, and transportation solutions. Discussion: The SEIPR framework presents a promising tool for investigators interested in increasing participant breadth in clinical trials. Future research is needed to explore real-world applications and assess its effectiveness in recruiting and retaining broad populations.

Indexed as

clinical trialscommunityconceptual frameworkRecruitmentretention

Identifiers

PMID41694058
PMCPMC12895457

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.