Evidence map›Paper›PMID 40604705›Full record

ArticleBMC public health2025

The economic toll of cancer: catastrophic expenditure and impoverishment among lower-income households in Malaysia.

Farhana Aminuddin, Mohd Shaiful Jefri Mohd Nor Sham Kunusagaran, Sivaraj Raman, Marhaini Mostapha, Nur Amalina Zaimi, Tan Yui Ping, Mohd Shahri Bahari, Nur Azmiah Zainuddin, Nor Zam Azihan Mohd Hassan

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed, 1 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

3 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Article
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

9 authors.

Farhana AminuddinCentre of Health Economics Research, Institute for Health Systems Research, National Institutes of Health, Ministry of Health Malaysia, Shah Alam, Selangor, Malaysia. farhana.a@moh.gov.my.
Mohd Shaiful Jefri Mohd Nor Sham KunusagaranCentre of Health Economics Research, Institute for Health Systems Research, National Institutes of Health, Ministry of Health Malaysia, Shah Alam, Selangor, Malaysia.
Sivaraj RamanCentre of Health Economics Research, Institute for Health Systems Research, National Institutes of Health, Ministry of Health Malaysia, Shah Alam, Selangor, Malaysia.
Marhaini MostaphaCentre of Health Economics Research, Institute for Health Systems Research, National Institutes of Health, Ministry of Health Malaysia, Shah Alam, Selangor, Malaysia.
Nur Amalina ZaimiCentre of Health Economics Research, Institute for Health Systems Research, National Institutes of Health, Ministry of Health Malaysia, Shah Alam, Selangor, Malaysia.
Tan Yui PingCentre of Health Economics Research, Institute for Health Systems Research, National Institutes of Health, Ministry of Health Malaysia, Shah Alam, Selangor, Malaysia.
Mohd Shahri BahariCentre of Health Economics Research, Institute for Health Systems Research, National Institutes of Health, Ministry of Health Malaysia, Shah Alam, Selangor, Malaysia.
Nur Azmiah ZainuddinCentre of Health Policy Research, Institute for Health Systems Research, National Institutes of Health, Ministry of Health Malaysia, Shah Alam, Selangor, Malaysia.
Nor Zam Azihan Mohd HassanCentre of Health Economics Research, Institute for Health Systems Research, National Institutes of Health, Ministry of Health Malaysia, Shah Alam, Selangor, Malaysia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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

Catastrophic IllnessCost of IllnessHealth ExpendituresNeoplasmsPovertyAdultAgedCross-Sectional StudiesFamily CharacteristicsFemaleHumansMalaysiaMaleMiddle AgedCancerCatastrophic expenditureFinancial hardshipImpoverishmentLower-income groupMalaysia

Identifiers

PMID40604705
PMCPMC12220429

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LicenceCC BY-NC-ND
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Registered trials

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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.