SynthesisJournal of the National Comprehensive Cancer Network : JNCCN2019
Financial Burdens of Cancer Treatment: A Systematic Review of Risk Factors and Outcomes.
Synthesis in Journal of the National Comprehensive Cancer Network : JNCCN, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05349227 (Comprehensive Outcomes for After Cancer Health), which is not on this map. Cited by 250 papers, 10 of them syntheses that pooled 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.
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.
Comprehensive Outcomes for After Cancer Health (COACH): the Feasibility and Impact of an MHealth Augmented Coaching Program for Self-Management in Cancer Survivors
Who cites it
250 citing papers in PubMed, 10 syntheses or guidelines pooled it.
- Society for Immunotherapy of Cancer (SITC) clinical practice guideline on immunotherapy for the treatment of acute leukemia, version 2.0.Journal for immunotherapy of cancer · 2026Guideline
- Financial toxicity among families of children with cancer: a qualitative systematic review and meta-aggregation.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026Pooled it
- Prevalence and determinants of financial toxicity in patients with colorectal cancer: a systematic review and meta-analysis.International journal for equity in health · 2026Pooled it
- Financial toxicity among patients with lung cancer: a systematic review and meta-analysis.Frontiers in public health · 2026Pooled it
- Psychological distress among cancer patients in African countries: a systematic review and meta-analysis study.BMC psychology · 2025Pooled it
- Interventions to mitigate cancer-related medical financial hardship: A systematic review and meta-analysis.Cancer · 2024Pooled it
- Society for Immunotherapy of Cancer (SITC) clinical practice guideline on immunotherapy for the treatment of gastrointestinal cancer.Journal for immunotherapy of cancer · 2023Guideline
- Mapping Systematic Reviews of Breast Cancer Survivorship Interventions: A Network Analysis.Journal of clinical oncology : official journal of the American Society of Clinical Oncology · 2022Pooled it
- Patient Perceived Financial Burden in Haematological Malignancies: A Systematic Review.Current oncology (Toronto, Ont.) · 2022Pooled it
- Experiencing financial toxicity associated with cancer in publicly funded healthcare systems: a systematic review of qualitative studies.Journal of cancer survivorship : research and practice · 2022Pooled it
- The effects of a financial navigation intervention on financial toxicity among patients with breast cancer in China: A randomized controlled trial.Breast (Edinburgh, Scotland) · 2026Trial
- Financial Toxicity in a Phase I/II Trial of LV20.19 CAR-T Cell for B-cell Malignancies: A Longitudinal, Qualitative Study.Transplantation and cellular therapy · 2026Trial
- Estimating True Patient Cost-Sharing Burden: Multi-Payer Claim Reconciliation in an All-Payer Claims Database.Medical care research and review : MCRR · 2026Article
- Prevalence and Risk Factors for Financial Toxicity Among Sarcoma Patients During and Following Treatment Across the Lifespan.Cancer reports (Hoboken, N.J.) · 2026Article
- Financial toxicity among US adults with rheumatic disease and prior cancer: a nationally representative cross-sectional study.Clinical rheumatology · 2026Article
- An AI Model Identifies Chemotherapy Benefit in Node-Negative HR+/HER2- Breast Cancer Patients from TAILORx, a Phase 3 Randomized Clinical Trial.medRxiv : the preprint server for health sciences · 2026Article
- Exploring holistic care needs in paediatric and teenage molecular radiotherapy: a parent and carer perspective.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026Article
- From optimistic to overwhelmed: exploring health beliefs and barriers to oral anticancer medication adherence among cancer survivors.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026Article
- Beyond income: financial hardship as a pathway from socioeconomic disadvantage to depression among middle and older cancer survivors.Journal of cancer survivorship : research and practice · 2026Article
- Article
190 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
Abstract
backgroundPatients with cancer experience financial toxicity from the costs of treatment, as well as material and psychologic stress related to this burden. A synthesized understanding of predictors and outcomes of the financial burdens associated with cancer care is needed to underpin strategic responses in oncology care. This study systematically reviewed risk factors and outcomes associated with financial burdens related to cancer treatment.
methodsMEDLINE, Embase, PubMed, PsychINFO, and the Cochrane Library were searched from study inception through June 2018, and reference lists were scanned from studies of patient-level predictors and outcomes of financial burdens in US patients with cancer (aged ≥18 years). Two reviewers conducted screening, abstraction, and quality assessment. Variables associated with financial burdens were synthesized. When possible, pooled estimates of associations were calculated using random-effects models.
resultsA total of 74 observational studies of financial burdens in 598,751 patients with cancer were identified, among which 49% of patients reported material or psychologic financial burdens (95% CI, 41%-56%). Socioeconomic predictors of worse financial burdens with treatment were lack of health insurance, lower income, unemployment, and younger age at cancer diagnosis. Compared with patients with health insurance, those who were uninsured demonstrated twice the odds of financial burdens (pooled odds ratio [OR], 2.09; 95% CI, 1.33-3.30). Financial burdens were most severe early in cancer treatment, did not differ by disease site, and were associated with worse health-related quality of life (HRQoL) and nearly twice the odds of cancer medication nonadherence (pooled OR, 1.70; 95% CI, 1.13-2.56). Only a single study demonstrated an association with increased mortality. Studies assessing the comparative effectiveness of interventions to mitigate financial burdens in patients with cancer were lacking.
conclusionsEvidence showed that financial burdens are common, disproportionately impacting younger and socioeconomically disadvantaged patients with cancer, across disease sites, and are associated with worse treatment adherence and HRQoL. Available evidence helped identify vulnerable patients needing oncology provider engagement and response, but evidence is critically needed on the effectiveness of interventions designed to mitigate financial burden and impact.
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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.