Evidence map›Paper›PMID 39673411›Full record

ArticleHealth policy and planning2025

The discrepancy between objective and subjective assessments of catastrophic health expenditure: evidence from China.

Bingqing Guo, Chaojie Liu, Qiang Yao

Abstract read
In one paragraph

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. Cited by 1 paper.

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0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Bingqing GuoSchool of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, No.7 Sasson Road, Pok Fu Lam, Hong Kong SAR, 999077, China.ORCID 0000-0002-4656-2426
Chaojie LiuSchool of Psychology and Public Health, La Trobe University, 1 Kingsbury Dr, Melbourne, VIC 3086, Australia.ORCID 0000-0003-0877-0424
Qiang YaoSchool of Political Science and Public Administration, Wuhan University, No.299, Bayi Road, Wuchang District, Wuhan, Hubei, 430072, China.ORCID 0000-0002-4408-087X

Funding

China Scholarship Council liujinmei[2023]21Fundamental Research Funds for the Central Universities 413000171National Natural Science Foundation of China 71603188 72174149
6 · The paper itself

Abstract

The pro-rich nature of catastrophic health expenditure (CHE) indicators has garnered criticism, inspiring the exploration of the subjective approach as a complementary method. However, no studies have examined the discrepancy between subjective and objective approaches. Employing data from the Chinese Social Survey (CSS) 2013-2021 waves, we analysed the discrepancy between objective and subjective CHE and its associated socioeconomic factors using logit regression modelling. Overall, self-rating generated higher CHE incidence (28.35% to 33.72%) compared to objective indicators (9.92% to 21.97%). Objective indicators did not support 17.57% to 23.90% of self-rated cases of household CHE, while 2.73% to 8.42% of households classified with CHE by objective indicators did not self-rate with CHE. The normative subsistence spending indicator showed the least consistency with self-rating (70.66% to 74.28%), while the budget share method produced the most consistent estimation (72.73% to 76.10%). Living with elderly and young children [adjusted odds ratios (AOR): 1.069 to 1.169, P < 0.1], lower educational attainment (AOR: 1.106 to 1.225, P < 0.1), lower income (AOR: 1.394 to 2.062, P < 0.01), and lower perceived social class (AOR: 1.537 to 2.801, P < 0.05) were associated with higher odds of self-rated CHE without support from objective indicators. Conversely, low socioeconomic status (AOR: 0.324 to 0.819, P < 0.1) was associated with lower odds of missing CHE cases classified by objective indicators in self-rating. The commonly used objective indicators for assessing CHE may attract doubts about their fairness from socioeconomically disadvantaged people. The CHE subjective approach can be adopted as a complementary measure to monitor financial risk protection.

Indexed as

Catastrophic IllnessHealth ExpendituresAdolescentAdultAgedChinaFemaleHumansMaleMiddle AgedSocioeconomic FactorsSurveys and Questionnairescatastrophic health expenditureChinasustainable development goaluniversal health care

Identifiers

PMID39673411
PMCPMC11886810

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LicenceCC BY
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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.