Evidence map›Paper›PMID 39863904›Full record

ArticleBMC health services research2025

The effects of unified pooling arrangement on health inequity in China: a DID-RIF approach.

Jing Wu, Yuqing Liu, Chuncheng Wang, Lianjie Liu, Jiaqian Lu

Abstract read
In one paragraph

Article in BMC health services research, 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

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

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

5 authors.

Jing WuSchool of Public Administration, Yanshan University, No. 438 West Hebei Avenue, Qinhuangdao, 066004, China.
Yuqing LiuSchool of Public Administration, Yanshan University, No. 438 West Hebei Avenue, Qinhuangdao, 066004, China. liuyuqing202312@163.com.
Chuncheng WangSchool of Public Administration, Yanshan University, No. 438 West Hebei Avenue, Qinhuangdao, 066004, China. wangcc@ysu.edu.cn.
Lianjie LiuDepartment of Gastroenterology, First Hospital of Qinhuangdao, No. 258 Wenhua Road, Qinhuangdao, 066000, China.
Jiaqian LuSchool of Humanities and Social Sciences, Beihang University, No. 37 Xueyuan Road, Beijing, 100191, China.

Funding

Hebei Province Yanzhao Golden Platform Talent Program HJZD202520Hebei Provincial Social Science Foundation HB24GL006
6 · The paper itself

Abstract

backgroundTo address the health inequity caused by decentralized management, China has introduced a provincial pooling system for urban employees' basic medical insurance. This paper proposes a research framework to evaluate similar policies in different contexts. This paper adopts a mixed-methods approach to more comprehensively and precisely capture the causal effects of the policy. Ultimately, this paper aims to assess the impact of the UPA policy on health inequity.

methodsThis study takes the provincial unified reform of basic medical insurance for urban employees in China as an example, uses the China Family Panel Studies (CFPS) data and related policy documents, and adopts the DID-RIF hybrid method to test the impact of the equalization of the medical insurance system on health inequity, by using the interaction term in the DID (Difference-in-Differences) model as the independent variable in the RIF (Recentered Influence Function) to exclude the influence of other interfering variables. In addition, the DID method explores the effects of UPA on medical expenditures, which can guide the improvement of the policy.

resultsThe empirical results show that the UPA policy increases the likelihood of patients developing chronic diseases within six months. Although factors such as age, gender, and marital status influence the probability of chronic disease, health inequity between income groups after the policy's implementation primarily stems from the rise in outpatient and reimbursement expenses.

conclusionsAlthough the gap in medical reimbursement expenses between participants of different socioeconomic statuses narrowed after the provincial medical insurance pooling reform, health inequity among the insured population increased. The equalized health insurance reform failed to address health inequities based on socioeconomic status. Additionally, the reverse reallocation of medical resources and outpatient arbitrage driven by moral hazard warrant close attention. This paper recommends that, in advancing the provincial pooling of UEBMI, greater focus should be placed on strengthening digital oversight and improving the hierarchical diagnosis and treatment system to promote social equity.

Indexed as

Health InequitiesInsurance, HealthAdultChinaFemaleHealth Care ReformHealth ExpendituresHealth PolicyHumansMaleMiddle AgedChronic disease groupDID-RIF approachHealth equityHealth insurance reformReimbursement expenseSocioeconomic status

Identifiers

PMID39863904
PMCPMC11762453

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.