Evidence map›Paper›PMID 42671183›Full record

ArticleHealth expectations : an international journal of public participation in health care and health policy2026

Adapting a Cancer Cost and Health Insurance Tool for Implementation: Rapid Qualitative Analysis.

Ashley J Housten, Rachelle Roy, Krista Cooksey, Hannah Rice, Viktoria Vonder Haar, Sophia Larson, Su-Hsin Chang, Jennifer Irvin, Mary C Politi

Abstract read
In one paragraph

Article in Health expectations : an international journal of public participation in health care and health policy, 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
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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

9 authors.

Ashley J HoustenDivision of Public Health Sciences, Washington University School of Medicine, St. Louis, MO, USA.ORCID https://orcid.org/0000-0002-7379-0678
Rachelle RoyDivision of Public Health Sciences, Washington University School of Medicine, St. Louis, MO, USA.ORCID https://orcid.org/0009-0008-7302-3496
Krista CookseyBursky School of Public Health, Washington University in St. Louis, St. Louis, MO, USA.ORCID https://orcid.org/0000-0001-7236-0089
Hannah RiceDivision of Public Health Sciences, Washington University School of Medicine, St. Louis, MO, USA.
Viktoria Vonder HaarBursky School of Public Health, Washington University in St. Louis, St. Louis, MO, USA.ORCID https://orcid.org/0009-0006-9532-157X
Sophia LarsonProgram in Occupational Therapy, Washington University in St. Louis, St. Louis, MO, USA.ORCID https://orcid.org/0009-0000-4829-4106
Su-Hsin ChangDivision of Public Health Sciences, Washington University School of Medicine, St. Louis, MO, USA.ORCID https://orcid.org/0000-0001-5872-9556
Jennifer IrvinBJC HealthCare, St. Louis, MO, USA.
Mary C PolitiBursky School of Public Health, Washington University in St. Louis, St. Louis, MO, USA.ORCID https://orcid.org/0000-0001-9103-6495

Funding

Washington University Advancing Cancer Control Engaged Research through Transformative Solutions Center (Wash-U-ACCERT)U19CA291430 · NCI · WASHINGTON UNIVERSITY · PI GRAHAM A. COLDITZ, Bettina F. Drake · 2024 to 2026
$7.6M
American Cancer Society 130798-RSGI-17-018-01-CPHPSNCI NIH HHS U19 CA291430NCI NIH HHS U19CA291430-5631
6 · The paper itself

Abstract

backgroundCancer-related financial hardships are common and negatively impact cancer-related outcomes. Supporting patient-clinician cost discussions, financial navigation, and insurance literacy may help mitigate this distress. This qualitative study informed the adaptation of the "Improving Cancer Patients' Insurance Choices" (I Can PIC) tool into the "Cancer Affordability REsources" (CARE) Tool by updating content, design, and implementation processes.

methodsPatients ≥ 18 years, diagnosed with lung, prostate, colorectal, or gynaecological cancer within 3 years, English-speaking, and treated at specified urban or rural cancer centres were included. Healthcare personnel (HP) were employed at one of these cancer centres and worked with the specified cancer types. The Consolidated Framework for Implementation Research (CFIR) and the 5As of Access in Healthcare Framework guided the development of semi-structured interview guides and codebook. Interviews were conducted virtually, transcribed professionally, coded, and analysed using rapid thematic analysis.

resultsTwenty-two patients with cancer and 14 HP from urban and rural cancer centres participated (N = 36). We identified four themes. First, there was a mismatch of expectations around cost conversations. HP expressed concerns about potentially introducing financial-related distress and did not know specific cost information, while patients emphasised the need for cost discussions with HP. One shared, "I'm kind of… removed from the financial aspect, which is good 'cause then I can just focus on taking care of patients." In contrast, one patient said, "…It's not acceptable to just have your hands up and say I don't know… a patient needs to know." Second, preferences for timing of cost conversations varied, with a need for both immediate and subsequent conversations per patient readiness. One patient shared, "I would have loved to speak with someone about the cost, but I was more concerned about my survival…". Third, there were multiple usability considerations, including technological demands, health literacy, and the perceived relevance of the tool. Fourth, context-specific delivery is critical to ensure access. DISCUSSION: This user-centred content, usability, and implementation focused adaptation of the CARE Tool incorporated perspectives from patients, HP, and end-users. Next steps will evaluate the CARE Tool in a clinical trial, assessing financial hardships, self-efficacy, health insurance literacy, and implementation. PATIENT AND PUBLIC CONTRIBUTION: This research teams includes a patient advocate and our research question, design, data collection, and interpretation of results was presented for feedback to our community advisory board, made up of patient and public research partners. We recruited patients and healthcare personnel to participate in this study. We greatly appreciate the time, perspective, and experience that our patient and community research partners and participants have contributed to this study.

Indexed as

Insurance, HealthNeoplasmsAdultAgedFemaleHealth Services AccessibilityHumansInterviews as TopicMaleMiddle AgedQualitative Research

Identifiers

PMID42671183
PMCPMC13528449

What OpenQuestion holds

Textmetadata
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.