Evidence map›Paper›PMID 39929536›Full record

SynthesisBMJ global health2025

The financial toxicity of cancer: unveiling global burden and risk factors - a systematic review and meta-analysis.

Tegene Atamenta Kitaw, Befkad Derese Tilahun, Alemu Birara Zemariam, Addisu Getie, Molla Azmeraw Bizuayehu, Ribka Nigatu Haile

Abstract readSystematic ReviewMeta-Analysis
In one paragraph

Synthesis in BMJ global health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 41 papers, 4 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
41citing papers in PubMed, 4 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.

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

41 citing papers in PubMed, 4 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Pooled it
  4. Pooled it
  5. Constructing the scale to measure financial toxicity in cancer patients for Low-middle income countries (FT-LM) by using the modified Delphi method.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026
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  11. Diagnosis, care pathways, and Complementary and Alternative Medicine (CAM) use among digestive cancer patients in Benin: a qualitative study.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026
    Article
  12. Article
  13. Review
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  15. Sexual health among patients with breast cancer undergoing endocrine therapy: an integrative review.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026
    Review
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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.

Tegene Atamenta KitawDepartment of Nursing, College of Health Science, Woldia University, Woldia, Ethiopia tegene2013@gmail.com.ORCID http://orcid.org/0000-0002-7199-1249
Befkad Derese TilahunDepartment of Nursing, College of Health Science, Woldia University, Woldia, Ethiopia.
Alemu Birara ZemariamDepartment of Nursing, College of Health Science, Woldia University, Woldia, Ethiopia.ORCID http://orcid.org/0000-0001-8195-3011
Addisu GetieDepartment of Nursing, College of Medicine and Health Sciences, Debre Markos University, Debre Markos, Ethiopia.ORCID http://orcid.org/0000-0002-0572-3414
Molla Azmeraw BizuayehuDepartment of Nursing, College of Health Science, Woldia University, Woldia, Ethiopia.ORCID http://orcid.org/0000-0001-9902-7921
Ribka Nigatu HaileDepartment of Nursing, College of Health Science, Woldia University, Woldia, Ethiopia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundCancer, a major global health challenge, not only threatens lives but also imposes severe financial burdens, known as 'financial toxicity'. This strain extends beyond treatment costs to include indirect expenses like lost income and out-of-pocket payments. Despite its urgency, global insights remain fragmented, often limited to specific regions with inconsistent findings. This systematic review and meta-analysis aims to provide a comprehensive overview of cancer-related financial toxicity and identify key risk factors contributing to this burden.

methodsWe conducted a systematic review and meta-analysis, searching databases like Medline, Web of Science, PubMed, Scopus, International Scientific Indexing and Google Scholar for peer-reviewed observational studies. Data were extracted into Microsoft Excel 2021, and study quality was assessed using the Joanna Briggs Institute critical appraisal tool. Statistical analysis was performed using STATA V.17, with catastrophic health expenditures (CHEs) pooled via a random-effects model. Heterogeneity was explored to understand variations in study outcomes. Subgroup and sensitivity analyses were conducted to assess individual study impacts, while publication bias was evaluated using Begger and Egger's tests. Univariate meta-regression analysis determined the impact of study-level covariates on CHE estimates.

resultsThis analysis included 35 observational studies, covering 428 373 patients with cancer. The pooled prevalence of CHE was 56.1% (95% CI 48.3% to 63.8%). Key risk factors included large family size, low income, lack of health insurance, longer disease duration, older age and multiple treatments. Higher education levels were associated with reduced CHE risk.

conclusionOver half of patients with cancer (56.1%) face catastrophic health expenditures, highlighting a severe financial burden. Addressing this issue requires expanding health insurance, providing financial support and ensuring affordable cancer care. Improving education access can also reduce CHE risk among patients with cancer.

Indexed as

Cost of IllnessGlobal HealthHealth ExpendituresNeoplasmsHumansRisk FactorsCancerHealth insuranceHealth policySystematic review

Identifiers

PMID39929536
PMCPMC11815433

What OpenQuestion holds

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LicenceCC BY-NC
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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.