The financial toxicity of cancer: unveiling global burden and risk factors – a systematic review and meta-analysis
Woldia University · Debre Markos University
Abstract
Cancer, 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.
We 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.
Citation impact
- FWCI
- 126.38
- Percentile
- 100%
- References
- 67
Authors
6Topics & keywords
- Observational study
- Meta-analysis
- Medicine
- Publication bias
- Scopus
- MEDLINE
- Critical appraisal
- Systematic review
- No poverty