ArticleBMC public health2025
The economic toll of cancer: catastrophic expenditure and impoverishment among lower-income households in Malaysia.
Article in BMC public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers, 1 of them a synthesis 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
3 citing papers in PubMed, 1 synthesis or guideline pooled it.
- 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
- Challenges and suffering of people with advanced illness in rural Nepal: a mixed method multiple case study in four municipalities.BMC palliative care · 2026Article
- Catastrophic health expenditure and commercial health insurance purchase: evidence from China.BMC health services research · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundCancer imposes a significant economic burden on patients and their families, often leading to catastrophic health expenditure (CHE) and impoverishment. This study assesses the financial strain faced by cancer patient households, particularly among lower-income populations, focusing on the catastrophic and impoverishing effects of cancer-related spending.
methodsA cross-sectional study involving 430 cancer patients was conducted at six referral cancer centres across Malaysia from June to October 2022. Data on sociodemographic, out-of-pocket (OOP) cancer expenses, and household expenditure data were collected through face-to-face interviews. A three threshold levels were used to examine the CHE, with spending exceeding 10% of total household expenditure, or 25%, and 40% of non-food expenditure. The poverty headcount and gap were assessed by comparing pre- and post-OOP household income against the poverty line income (PLI). Multivariable logistic regression was used to identify determinants associated with CHE.
resultsThe average total OOP costs were MYR4,388.65 (USD983.45) for early-stage cancers (Stages I-II) and MYR5,691.70 (USD1,275.45) for late-stage cancers (Stages III-IV). On average, OOP expenses constituted 17.4% of total household resources. The incidences of CHE at thresholds of 10%, 25%, and 40% were 67.2%, 48.8%, and 32.8%, respectively. Determinants significantly associated with CHE included age, ethnicity, cancer type, cancer stage, distance to cancer centre, household size, and household income. Pre-OOP, 52.6% of households were below the PLI, rising to 63.7% post-OOP, reflecting an 11.1% increase in the poverty headcount. The poverty gap widened, with a mean increase of MYR242.71 (USD54.39) between early- and late-stage cancers.
conclusionsAlthough the public healthcare in Malaysia is highly subsidised, the lower-income households still face substantial CHE and poverty due to cancer-related OOP costs. Therefore, designing targeted policies and establishing comprehensive safety nets are essential to safeguard vulnerable households.
Indexed as
Identifiers
What OpenQuestion holds
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.