ArticleAsian Pacific journal of cancer prevention : APJCP2023
Catastrophic Health Expenditure (CHE) among Cancer Population in a Middle Income Country with Universal Healthcare Financing.
Article in Asian Pacific journal of cancer prevention : APJCP, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 2 of them syntheses that pooled it.
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Who cites it
9 citing papers in PubMed, 2 syntheses or guidelines pooled it, 11 citations in OpenAlex.
- Magnitude of catastrophic health expenditure and its determinants among cancer patients in low and middle-income countries: a systematic review and meta-analysis.BMC health services research · 2025Pooled it
- The financial toxicity of cancer: unveiling global burden and risk factors - a systematic review and meta-analysis.BMJ global health · 2025Pooled it
- Determinants of out-of-pocket expenditures amongst cancer patients undergoing modern radiotherapy modalities in public healthcare facilities of Tamil Nadu, South India.BMC health services research · 2026Article
- Article
- The economic toll of cancer: catastrophic expenditure and impoverishment among lower-income households in Malaysia.BMC public health · 2025Article
- Catastrophic Health Expenditure and its Associated Factors among Adult Cancer Patients in a Teaching Hospital in East Coast of Malaysia.Asian Pacific journal of cancer prevention : APJCP · 2025Article
- The economic burden of breast cancer in western Iran: a cross-sectional cost-of-illness study.Journal of health, population, and nutrition · 2025Article
- Spatio-temporal patterns and determinants of persistent catastrophic health expenditure in China: evidence from the China Family Panel Studies.Frontiers in public health · 2025Article
- Article
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Authors and funding
3 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe study investigated healthcare expenditure from the perspective of cancer patients, to determine the level of Catastrophic Health Expenditure (CHE) and its associated factors.
methodsThis cross-sectional study was conducted in three Malaysian public hospitals namely Hospital Kuala Lumpur, Hospital Canselor Tuanku Muhriz and the National Cancer Institute using a multi-level sampling technique to recruit 630 respondents from February 2020 to February 2021. CHE was defined as incurring a monthly health expenditure of more than 10% of the total monthly household expenditure. A validated questionnaire was used to collect the relevant data.
resultsThe CHE level was 54.4%. CHE was higher among patients of Indian ethnicity (P = 0.015), lower level education (P = 0.001), those unemployed (P < 0.001), lower income (P < 0.001), those in poverty (P < 0.001), those staying far from the hospital (P < 0.001), living in rural areas (P = 0.003), small household size (P = 0.029), moderate cancer duration (P = 0.030), received radiotherapy treatment (P < 0.001), had very frequent treatment (P < 0.001), and without a Guarantee Letter (GL) (P < 0.001). The regression analysis identified significant predictors of CHE as lower income aOR 18.63 (CI 5.71-60.78), middle income aOR 4.67 (CI 1.52-14.41), poverty income aOR 4.66 (CI 2.60-8.33), staying far from hospital aOR 2.62 (CI 1.58-4.34), chemotherapy aOR 3.70 (CI 2.01-6.82), radiotherapy aOR 2.99 (CI 1.37-6.57), combination chemo-radiotherapy aOR 4.99 (CI 1.48-16.87), health insurance aOR 3.99 (CI 2.31-6.90), without GL aOR 3.38 (CI 2.06-5.40), and without health financial aids aOR 2.94 (CI 1.24-6.96).
conclusionsCHE is related to various sociodemographic, economic, disease, treatment and presence of health insurance, GL and health financial aids variables in Malaysia.
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