Evidence map›Paper›PMID 42238409›Full record

ArticlemedRxiv : the preprint server for health sciences2026

Developing Provider-Co-Created Prototypes Addressing Equity-Related Barriers in Liver Transplantation for Hepatocellular Carcinoma.

Lauren D Nephew, Courtney Moore, Nicole Garcia, Lisa Parks, Allison McKay, Sebastian Abad, Susan M Rawl

Abstract readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 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

7 authors.

Lauren D NephewDivision of Gastroenterology and Hepatology, Department of Medicine, Indiana University, Indianapolis, IN, USA.
Courtney MooreResearch Jam, Community Health Partnerships, Indiana Clinical and Translational Sciences Institute, Indiana University School of Medicine, Indianapolis, IN, USA.ORCID 0000-0003-3563-0259
Nicole GarciaDivision of Gastroenterology and Hepatology, Department of Medicine, Indiana University, Indianapolis, IN, USA.ORCID 0009-0002-8873-0616
Lisa ParksResearch Jam, Community Health Partnerships, Indiana Clinical and Translational Sciences Institute, Indiana University School of Medicine, Indianapolis, IN, USA.
Allison McKayResearch Jam, Community Health Partnerships, Indiana Clinical and Translational Sciences Institute, Indiana University School of Medicine, Indianapolis, IN, USA.
Sebastian AbadDivision of Gastroenterology and Hepatology, Department of Medicine, Indiana University, Indianapolis, IN, USA.ORCID 0000-0002-4515-9539
Susan M RawlIndiana University School of Nursing, Indiana University Simon Cancer Center, Indianapolis, IN, USA.ORCID 0000-0003-2052-2853

Funding

Improving the liver transplant evaluation process: a data science-focused and team-based approachK08DK133638 · NIDDK · JOHNS HOPKINS UNIVERSITY · PI Alexandra Teresa Strauss · 2022 to 2026
$864k
Overcoming Racial Disparities in Curative Therapies for Hepatocellular CarcinomaK23MD018090 · NIMHD · INDIANA UNIVERSITY INDIANAPOLIS · PI NEPHEW, LAUREN · 2022 to 2025
$610k
NIDDK NIH HHS K08 DK133638NIMHD NIH HHS K23 MD018090
6 · The paper itself

Abstract

Background: Black patients and individuals with low socioeconomic status (SES) face significant disparities in accessing curative therapies for hepatocellular carcinoma (HCC), including liver transplantation. This study aimed to develop provider-co-created intervention prototypes in response to patient-identified barriers and recommendations. Methods: A human-centered design session with hepatology and transplant providers at a large academic medical center was conducted. Prior to the session, participants were presented with barriers and preliminary solutions identified through an earlier human-centered design session with Black and low-SES patients. Using structured ideation methods, including brainwriting, challenge mapping, and concept voting, providers co-created intervention prototypes. Final concepts were synthesized from patient insights, provider input, and design methods using affinity diagramming and concept modeling. Results: Nine providers participated in the session. They focused on three key areas for intervention: inefficiencies in transplant pre-evaluation, inadequate social support, and information overload. Solutions included: (1) a structured triage pathway to standardize referrals and reduce delays; (2) a peer navigator model to guide patients through the transplant process; and (3) a multimodal transplant education roadmap to improve comprehension and engagement. These prototypes addressed both patient- and system-level barriers. Conclusions: Protypes developed through provider-led design, grounded in patient-identified barriers and co-created ideas, can yield actionable, scalable strategies to advance equity in HCC care. Future work will refine these prototypes through patient feedback and pilot them in clinical settings.

Indexed as

barrierscirrhosisDisparitiesinterventionssocial determinants of health

Identifiers

PMID42238409
PMCPMC13228778

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.