Evidence map›Paper›PMID 40854808›Full record

SynthesisBMJ global health2025

The socioeconomic and health system determinants of financial protection indicators: a global systematic review (2008-2023).

Bingqing Guo, Xin Peng, Yeuk Shun Joshua Tran, Shaz Cheng, Karen Ann Grépin

Abstract readSystematic Review
In one paragraph

Synthesis in BMJ global health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. 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

5 authors.

Bingqing GuoSchool of Public Health, The University of Hong Kong Li Ka Shing Faculty of Medicine, Hong Kong SAR, People's Republic of China.ORCID 0000-0002-4656-2426
Xin PengSchool of Public Health, The University of Hong Kong Li Ka Shing Faculty of Medicine, Hong Kong SAR, People's Republic of China.ORCID 0009-0001-4146-0121
Yeuk Shun Joshua TranSchool of Public Health, The University of Hong Kong Li Ka Shing Faculty of Medicine, Hong Kong SAR, People's Republic of China.ORCID 0000-0001-6756-7288
Shaz ChengSchool of Public Health, The Chinese University of Hong Kong The Jockey Club School of Public Health and Primary Care, Hong Kong SAR, People's Republic of China.ORCID 0009-0006-5968-4744
Karen Ann GrépinSchool of Public Health, The University of Hong Kong Li Ka Shing Faculty of Medicine, Hong Kong SAR, People's Republic of China kgrepin@hku.hk.ORCID 0000-0003-4368-0045

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionTo ensure financial protection (FP), a key component of achieving Universal Health Coverage, it is important to identify the most vulnerable populations to financial hardship; however, systematic evidence of the determinants of FP is lacking, especially regarding the ability of FP indicators to identify the most vulnerable populations.

methodsWe searched three English (Web of Science, Medline and Embase) and four Chinese (CNKI, Wanfang, VIP and SinoMed) language databases for articles published between 1 January 2008 and 13 September 13, 2023. Eligible studies reported associations between a socioeconomic and/or health system determinant and either catastrophic (CHE) or impoverishing health expenditures (IHE). Joanna-Briggs Institute Checklist for Analytical Cross-sectional Studies was used to assess study quality. Key patterns in the associations between determinants and FP outcomes were summarised descriptively (PROSPERO ID: 585024).

resultsWe identified 52 842 potentially eligible studies, of which 85 studies, or 1 308 separate associations between a determinant and a FP outcome, were included in the review, covering all WHO regions. Some clear patterns were identified: households in rural areas, with older members, lacking private insurance, or with inpatient or outpatient care utilisation experienced a higher risk of CHE and IHE. Smaller households, or those lacking any form of health insurance, and lower income were also at higher risk, although the associations were less certain. The incidence of financial hardship was generally higher among the general versus poorer segments of the population. The capacity-to-pay CHE indicator reported a lower CHE incidence among the poor than the budget-share indicator. There was insufficient evidence on IHE, race, assets, wealth or private health insurance.

conclusionOnly a small number of determinants were consistently associated with poor FP outcomes, and FP indicators inadequately captured financial hardship among the poor. Better FP indicators are needed to adequately identify households most at risk of experiencing financial hardship.

Indexed as

Global HealthHealth ExpendituresHumansSocioeconomic FactorsGlobal HealthHealth economicsHealth insuranceHealth policySystematic review

Identifiers

PMID40854808
PMCPMC12382577

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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.