ReviewCurrent opinion in oncology2026
Understanding financial toxicity in cancer care through a social-ecological lens.
Review in Current opinion in oncology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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.
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.
Who cites it
1 citing paper in PubMed.
- Patient navigation in neuro-oncology: A scoping review of programs supporting patients with CNS tumors.Equity neuroscience · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
Abstract
purpose of reviewFinancial toxicity, defined as the material hardship and psychological distress associated with the costs of cancer care, has become a central concern in oncology as treatment complexity and patient cost-sharing increase. This review uses the Social-Ecological Model to conceptualize financial toxicity across multiple levels of influence, shifting focus from individual behaviors to the broader interpersonal, organizational, community, and societal systems that shape financial risk. RECENT
findingsFinancial toxicity arises through interconnected drivers across the Social-Ecological Model. At the individual level, direct and indirect treatment costs contribute to material and psychological burden. Interpersonally, limited cost communication and negative insurance interactions exacerbate distress. Organizational factors, including billing practices, ancillary expenses, and inflexible workflows, shape time and financial demands. Community-level inequities such as transportation barriers and area deprivation further compound hardship. Promising interventions include essential-needs programs, patient navigation, food support, financial counseling, structured cost conversations, universal screening, reduced ancillary fees, consolidated appointments, and partnerships with community groups. Societal drivers - including insurance design, cost sharing, and rising out-of-pocket expenses - require policy reforms that expand coverage generosity, address drug pricing, improve utilization-management transparency, and strengthen protections against medical debt. SUMMARY: Conceptualizing financial toxicity through a social-ecological lens underscores that meaningful progress requires multilevel interventions and coordinated efforts across patients, clinicians, institutions, communities, and policymakers.
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Registered trials
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.