Cumulative incidence, distribution, and determinants of catastrophic health expenditure in Nepal: results from the living standards survey
Open accessAbstract
BACKGROUND: Nepal has committed to the global community to achieve universal health coverage by 2030. Nevertheless, Nepal still has a high proportion of out-of-pocket health payment and a limited risk-pooling mechanism. Out-of-pocket payment for the healthcare services could result in catastrophic health expenditure (CHE). Evidence is required to effectively channel the efforts to lower those expenses in order to achieve universal health coverage. However, little is known about CHE and its determinants in a broad national context in Nepal. Therefore, this study was conducted to explore the cumulative incidence, distribution, and determinants of CHE in Nepal. METHODS: Data were obtained from the nationally representative survey, the Nepal Living Standards Survey-third undertaken in 2010/11. Information from 5988 households was used for the analyses. Households were classified as having CHE when their out-of-pocket health payment was greater than or equal to 40% of their capacity to pay. Remaining households were classified as not having CHE. Logistic regression analyses were used to identify determinants of CHE. RESULTS: Based on household-weighted sample, the cumulative incidence of CHE was 10.3% per month in Nepal. This incidence was concentrated in the far-western region and households in the poorer expenditure quartiles. Multivariable logistic regression revealed that households were more likely to face CHE if they; consisted of chronically ill member(s), have a higher burden of acute illness and injuries, have elderly (≥60 years) member(s), belonged to the poor expenditure quartile, and were located in the far-western region. In contrast, households were less likely to incur CHE when their household head was educated. Having children (≤5 years) in households did not significantly affect catastrophic health expenditure. CONCLUSIONS: This study identified a high cumulative incidence of CHE. CHE was disproportionately concentrated in the poor households and households located in the far-western region. Policy-makers should focus on prioritizing households vulnerable to CHE. Interventions to reduce economic burden of out-of-pocket healthcare payment are imperative to lower incidences of CHE among those households. Improving literacy rate might also be useful in order to lower CHE and facilitate universal health coverage.
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The study's catastrophic health expenditure definitions and data collection methods have been externally validated by several studies conducted in similar research contexts.
“Our CHE definitions and data collection methods have been externally validated by several studies conducted in similar research contexts [22–24].”
From Community and facility-level barriers to achieving UHC in Kono District, Sierra Leone and Maryland County, Liberia (2023) · cites this paper as [23]
The Methods sections (Measurement of CHE and Data source; pages not specified) show that this Nepal study applied a CHE definition and analysed household survey data, providing a precedent in a similar context. They do not report an external validation of the citing authors’ definitions or data collection methods. (LLM, conf=0.84)
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- Authors
- Ghimire, M., Ayer, R., & Kondo, M.
- Affiliations
- University of Tsukuba (JP)
- The University of Tokyo (JP)
- Corresponding author
- Ghimire, Mamata
- Venue
- International Journal for Equity in Health
- Published
- 2018-02-14
- Volume
- 17
- Issue
- 1
- Pages
- 23-23
- ISSN
- 1475-9276 (ISSN-L)
- PMC
- PMC5813388
- OpenAlex
- W2790454730
- Cited by
- 57
- References
- 36
- Citations by year
- 2026: 4 · 2025: 8 · 2024: 3 · 2023: 7 · 2022: 8 · 2021: 14 · 2020: 7 · 2019: 5 · 2018: 1
- FWCI
- 8.92
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- cc-by
- Locations
- International Journal for Equity in Health (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Healthcare Systems and Reforms
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Economic and Financial Impacts of Cancer
- Social Sciences › Development › Poverty, Education, and Child Welfare
- Keywords
- catastrophic health expenditure, universal health coverage, determinants of catastrophic health expenditure, household poverty, chronic disease, elderly households, household education, Nepal
- MeSH terms
- Adolescent, Adult, Aged, Catastrophic Illness, Child, Child, Preschool, Cross-Sectional Studies, Health Expenditures, Female, Humans, Male, Middle Aged, Nepal, Surveys and Questionnaires, Socioeconomic Factors, Incidence, Young Adult
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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