Evidence map›Paper›PMID 41029291›Full record

ArticleBMC public health2025

Can supplementary private health insurance reduce poverty vulnerability? Evidence from Shandong Province.

Junxiao Ma, Shiju Dong, Jiajia Li, Jin Hao, Peilong Li, Jingjie Sun

Abstract read
In one paragraph

Article in BMC public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
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

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

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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

1 citing paper in PubMed.

  1. 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

6 authors.

Junxiao MaThe Second Affiliated Hospital of Soochow University, Suzhou, 215004, China.
Shiju DongDepartment of Social Medicine and Health Management, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, 250012, China.
Jiajia LiDepartment of Social Medicine and Health Management, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, 250012, China.
Jin HaoDepartment of Social Medicine and Health Management, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, 250012, China.
Peilong LiMedical management service center of Shandong health commission, Jinan, 250012, China.
Jingjie SunMedical management service center of Shandong health commission, Jinan, 250012, China. sjj63760286@163.com.

Funding

National Natural Science Foundation of China 72274108Natural Science Foundation of Shandong Province ZR2022MG003
6 · The paper itself

Abstract

backgroundDespite achieving near-universal social health insurance coverage, some Chinese continue to grapple with issues of poverty vulnerability. Supplementary private health insurance (SPHI) serves as a crucial complement to the social health insurance system. This study aimed to investigate its efficacy in mitigating poverty vulnerability.

methodsCross-sectional data of 18,426 representative samples were obtained from the Sixth National Health Service Survey (Shandong) conducted in 2018. A three-stage feasible generalised least squares estimation procedure was employed to estimate poverty vulnerability. Additionally, we explored the impact of SPHI on poverty vulnerability using the propensity score matching (PSM) method to balance treatment and control groups along observable dimensions. To address the potential endogeneity issues, we used the instrumental variable (IV) estimation approach to determine how SPHI affects poverty vulnerability.

resultsWe found that SPHI reduced the probability of poverty vulnerability for individuals enrolled in social health insurance. Furthermore, SPHI had a more pronounced protective effect on respondents with chronic diseases, those aged over 60 years, and those living in urban areas or western Shandong.

conclusionsThe results imply that supplementary SPHI can be effective in poverty reduction even among populations with basic health insurance. Therefore, we encourage governments in other low- and middle-income countries to consider implementing supplementary SPHI for vulnerable people to reduce medical impoverishment.

Indexed as

Insurance, HealthPovertyPrivate SectorVulnerable PopulationsAdolescentAdultAgedChinaCross-Sectional StudiesFemaleHumansMaleMiddle AgedYoung AdultInstrumental variable estimatePoverty vulnerabilityPropensity score matchingSupplementary private health insurance

Identifiers

PMID41029291
PMCPMC12487539

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LicenceCC BY-NC-ND
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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.