Evidence map›Paper›PMID 31590147›Full record

SynthesisJournal of the National Comprehensive Cancer Network : JNCCN2019

Financial Burdens of Cancer Treatment: A Systematic Review of Risk Factors and Outcomes.

Grace L Smith, Maria A Lopez-Olivo, Pragati G Advani, Matthew S Ning, Yimin Geng, Sharon H Giordano, Robert J Volk

Registry-linked trialAbstract readSystematic Review
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
250citing papers in PubMed, 10 pooled it
–field-weighted citation impact
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.

NCT05349227 narecruitingnot on this mapstarted 2022, after this paper: background citation

Comprehensive Outcomes for After Cancer Health (COACH): the Feasibility and Impact of an MHealth Augmented Coaching Program for Self-Management in Cancer Survivors

TypeinterventionalSponsorPack HealthRan2022 to 2027Enrolled625ConditionsOvarian Cancer, Breast Cancer, Lung Cancer, Gastric CancerArmsDigital Health Coaching Program, Fitbit
3 · Its place in the literature

Who cites it

250 citing papers in PubMed, 10 syntheses or guidelines pooled it.

  1. Guideline
  2. 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 · 2026
    Pooled it
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  7. Guideline
  8. Mapping Systematic Reviews of Breast Cancer Survivorship Interventions: A Network Analysis.Journal of clinical oncology : official journal of the American Society of Clinical Oncology · 2022
    Pooled it
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  11. Trial
  12. Trial
  13. Article
  14. Article
  15. Article
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  17. 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 · 2026
    Article
  18. 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 · 2026
    Article
  19. Article
  20. Article

190 more citing papers are in PubMed but not listed here.

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

7 authors.

Grace L SmithDepartment of Radiation Oncology.
Maria A Lopez-OlivoDepartment of General Internal Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas.
Pragati G AdvaniDivision of Cancer Epidemiology and Genetics, National Institutes of Health, National Cancer Institute, Bethesda, Maryland; and.
Matthew S NingDepartment of Radiation Oncology.
Yimin GengResearch Medical Library, and.
Sharon H GiordanoDepartment of Radiation Oncology.
Robert J VolkDepartment of Health Services Research, and.

Funding

Tumor Evolution and Metastasis ProgramP30CA016672 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI Fabien Delerue · 1985 to 2026
$290.8M
Economic Strain and Resilience in Cancer Patients: Assessing Patient-Reported Measures of the Burdens of TreatmentK07CA211804 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI SMITH, GRACE · 2016 to 2020
$853k
NCI NIH HHS K07 CA211804NCI NIH HHS P30 CA016672
6 · The paper itself

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.

Indexed as

Cost of IllnessFemaleHumansMaleMiddle AgedNeoplasmsQuality of LifeRisk FactorsTreatment Outcome

Identifiers

PMID31590147
PMCPMC7370695

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

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.