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.
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.
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Who cites it
7 citing papers in PubMed, 6 citations in OpenAlex.
- Latent profiles of health insurance literacy, numeracy and supplementary voluntary health insurance enrollment.Health economics review · 2026Article
- 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 · 2026Article
- "Nothing Is as Great a Learning Experience as Getting a $15,000 Bill": A Mixed-Methods Study of Young Adult Cancer Survivors' Experience With Insurance Coverage.JCO oncology practice · 2026Article
- Addressing complexity: The development and pilot testing of a user-friendly Medicare Part D patient decision aid tool.Journal of managed care & specialty pharmacy · 2025Article
- Assessing the effect of virtual navigation interventions to improve health insurance literacy and decrease financial burden in cancer survivors: The HINT II study protocol.Contemporary clinical trials · 2025Article
- Understanding cancer survivor cost communication experiences and preferences.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2025Article
- "It's just not easy to understand": A mixed methods study of health insurance literacy and insurance plan decision-making in cancer survivors.Cancer medicine · 2023Article
Corrections and comments
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Authors and funding
6 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
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.
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Registered trials
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