ArticleHealth policy and planning2025
Determinants of distress financing for healthcare service utilization: a convergent mixed-method study at a tertiary hospital in Malaysia.
Article in Health policy and planning, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
Abstract
Households with ill members often face financial hardship when seeking healthcare. Households mobilize their resources from various sources to pay for treatment costs. Financially, some households resort to borrowing money and selling their assets. This type of financial coping strategy is called distress financing (DF). This study aims to estimate the prevalence and determinants of DF among households with hospitalized members at University Malaya Medical Centre, Malaysia. It further explores the dynamics of DF and its impact on households' welfare by employing a convergent mixed-method approach. Quantitative data were collected using a structured interview. Households having reported to either borrow money, sell their assets, and/or withdraw from an employee provident fund were categorized as those suffering DF. To explore how households coped with high medical expenses and the consequences of DF, seven households adopting more than one DF strategy were purposively selected for in-depth interview. Of 199 households, 22 (11.1%) reported undergoing DF. Psychological distress, medical indebtedness, and poverty were typical consequences of DF. During hardship, the social network played a principal role in alleviating the financial burden, further emphasizing the importance of kinship. Households undergoing catastrophic health expenditure, headed by Chinese ethnicity, living in states other than Selangor, and living in a rental house were 8.2, 4.6, 4.4, and 3.5 times more likely to undergo DF, respectively. Targeted assistance in removing financial barriers would assure the continuum of care among households possibly suffering DF, thereby improving their health outcomes.
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.