The DOI matches its Crossref record.
Factors affecting catastrophic health expenditure and impoverishment from medical expenses in China: policy implications of universal health insurance
Open accessAbstract
OBJECTIVE: To assess the degree to which the Chinese people are protected from catastrophic household expenditure and impoverishment from medical expenses and to explore the health system and structural factors influencing the first of these outcomes. METHODS: Data were derived from the Fourth National Health Service Survey. An analysis of catastrophic health expenditure and impoverishment from medical expenses was undertaken with a sample of 55 556 households of different characteristics and located in rural and urban settings in different parts of the country. Logistic regression was used to identify the determinants of catastrophic health expenditure. FINDINGS: The rate of catastrophic health expenditure was 13.0%; that of impoverishment was 7.5%. Rates of catastrophic health expenditure were higher among households having members who were hospitalized, elderly, or chronically ill, as well as in households in rural or poorer regions. A combination of adverse factors increased the risk of catastrophic health expenditure. Families enrolled in the urban employee or resident insurance schemes had lower rates of catastrophic health expenditure than those enrolled in the new rural corporative scheme. The need for and use of health care, demographics, type of benefit package and type of provider payment method were the determinants of catastrophic health expenditure. CONCLUSION: Although China has greatly expanded health insurance coverage, financial protection remains insufficient. Policy-makers should focus on designing improved insurance plans by expanding the benefit package, redesigning cost sharing arrangements and provider payment methods and developing more effective expenditure control strategies.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cited by
Paediatric cancer in low-income and middle-income countries
Magrath, I., Steliarova-Foucher, E., Epelman, S., Ribeiro, R. C., Harif, M., Li, C.-K., Kebudi, R., Macfarlane, S. D., & Howard, S. C. (2013) · The Lancet Oncology · doi:10.1016/s1470-2045(13)70008-1 · Cited by 422
Trends in catastrophic health expenditure in India: 1993 to 2014
Pandey, A., Ploubidis, G. B., Clarke, L., & Dandona, L. (2018) · Bulletin of the World Health Organization · doi:10.2471/blt.17.191759 · Cited by 238
Barasa, E. W., Maina, T., & Ravishankar, N. (2017) · International Journal for Equity in Health · doi:10.1186/s12939-017-0526-x · Cited by 173
Catastrophic health expenditure and its determinants in Kenya slum communities
Buigut, S., Ettarh, R., & Amendah, D. D. (2015) · International Journal for Equity in Health · doi:10.1186/s12939-015-0168-9 · Cited by 174
Bernabé, E., Masood, M., & Vujicic, M. (2017) · BMC Public Health · doi:10.1186/s12889-017-4042-0 · Cited by 130
Metadata
- Authors
- Li, Y., Wu, Q., Xu, L., Legge, D., Hao, Y., Gao, L., Ning, N., & Wan, G.
- Venue
- Bulletin of the World Health Organization
- Publisher
- WHO Press
- Published
- 2012-09-01
- Volume
- 90
- Issue
- 9
- Pages
- 664-671
- ISSN
- 0042-9686 (ISSN-L)
- OpenAlex
- W2150356900
- Cited by
- 418
- References
- 0
- FWCI
- 21.23
- Type
- journal article
- Language
- en
- Open access
- diamond
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 ›
Are you an author, or do you see a problem with this page? Request a review
How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: Factors affecting catastrophic health expenditure and impoverishment from medical expenses in China: policy implications of universal health insurance. https://app.cochat.ai/papers/10.2471/blt.12.102178
- The paper
- Li, Y., Wu, Q., Xu, L., Legge, D., Hao, Y., Gao, L., Ning, N., & Wan, G. (2012). Factors affecting catastrophic health expenditure and impoverishment from medical expenses in China: policy implications of universal health insurance. Bulletin of the World Health Organization. https://doi.org/10.2471/blt.12.102178
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.