Evidence map›Paper›PMID 37218419›Full record

ArticleCancer medicine2023

"It's just not easy to understand": A mixed methods study of health insurance literacy and insurance plan decision-making in cancer survivors.

Courtney P Williams, Heather N Platter, Amy J Davidoff, Robin C Vanderpool, Maria Pisu, Janet S de Moor

Open access · goldAbstract read
In one paragraph

Article in Cancer medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
3.4field-weighted citation impact, top 6% of its field
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

7 citing papers in PubMed, 6 citations in OpenAlex.

  1. Article
  2. Persistent Financial Burden Among U.S. Cancer Survivors Despite Affordable Care Act Implementation: Implications for Survivorship Financial Education.Journal of cancer education : the official journal of the American Association for Cancer Education · 2026
    Article
  3. Article
  4. Article
  5. Article
  6. Understanding cancer survivor cost communication experiences and preferences.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2025
    Article
  7. Article
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

6 authors at 2 institutions in 1 country.

Courtney P WilliamsDivison of Preventive Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA.ORCID 0000-0001-5328-7517
Heather N PlatterDivision of Cancer Control and Population Sciences, National Cancer Institute, Rockville, Maryland, USA.
Amy J DavidoffDivision of Cancer Control and Population Sciences, National Cancer Institute, Rockville, Maryland, USA.ORCID 0000-0001-8141-9249
Robin C VanderpoolDivision of Cancer Control and Population Sciences, National Cancer Institute, Rockville, Maryland, USA.
Maria PisuDivison of Preventive Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA.ORCID 0000-0001-9329-3268
Janet S de MoorDivision of Cancer Control and Population Sciences, National Cancer Institute, Rockville, Maryland, USA.
National Cancer Institute · USUniversity of Alabama at Birmingham · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundUnderstanding cancer survivors' health insurance decision-making is needed to improve insurance choice, potentially resulting in reduced financial hardship.

methodsThis explanatory mixed methods study assessed health insurance decision-making in cancer survivors. Health Insurance Literacy Measure (HILM) captured HIL. Quantitative eye-tracking data collected from two simulated health insurance plan choice sets gauged dwell time (seconds), or interest, in benefits. Dwell time differences by HIL were estimated using adjusted linear models. Qualitative interviews explored survivors' insurance decision-making choices.

resultsCancer survivors (N = 80; 38% breast cancer) had a median age of 43 at diagnosis (IQR 34-52). When comparing traditional and high-deductible health plans, survivors were most interested in drug costs (median dwell time 58 s, IQR 34-109). When comparing health maintenance organization and preferred provider organization plans, survivors were most interested in test/imaging costs (40s, IQR 14-67). Survivors with low versus high HIL had more interest in deductible (β = 19 s, 95% CI 2-38) and hospitalization costs (β = 14 s, 95% CI 1-27) in adjusted models. Survivors with low versus high HIL more often ranked out-of-pocket (OOP) maximums and coinsurance as the most important and confusing benefits, respectively. Interviews (n = 20) revealed survivors felt alone "to do their own research" about insurance choices. OOP maximums were cited as the deciding factor since it is "how much money is going to be taken out of my pocket." Coinsurance was considered "rather than a benefit, it's a hindrance."

conclusionInterventions to aid in health insurance understanding and choice are needed to optimize plan choice and potentially reduce cancer-related financial hardship.

Indexed as

Cancer SurvivorsHealth LiteracyNeoplasmsCosts and Cost AnalysisHealth ExpendituresHumansInsurance, Healthcancer survivorshipdecision-makinghealth insurance literacymixed methodsout-of-pocket cost

Identifiers

PMID37218419
PMCPMC10417217
OpenAlexW4377565713

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.