Evidence map›Paper›PMID 41018769›Full record

ArticleFrontiers in public health2025

Medical insurance integration improves migrant workers' employment quality: Evidence from China's URRMI reform.

Yixin Gao, Wenguang Yu, Xinran Yu, Yujuan Huang

Abstract read
In one paragraph

Article in Frontiers in 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

The trial behind it

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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

4 authors.

Yixin GaoSchool of Statistics and Mathematics, Shandong University of Finance and Economics, Jinan, China.
Wenguang YuSchool of Insurance, Shandong University of Finance and Economics, Jinan, China.
Xinran YuChina Life Insurance Company Limited Shandong Branch, Jinan, China.
Yujuan HuangSchool of Transportation and Logistics Engineering, Shandong Jiaotong University, Jinan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study employs a staggered difference-in-differences approach combined with propensity score matching to evaluate the impact of the Urban-Rural Resident Medical Insurance (URRMI) integration on the employment quality of rural-urban migrant workers. Drawing on data from the 2014-2020 waves of the China Family Panel Studies (CFPS), the analysis constructs a multidimensional employment quality index encompassing wage income, social protection, job stability, and working hours. Mediation analysis identifies two key transmission channels: reduced out-of-pocket medical expenses and improved health status. The empirical results show that URRMI significantly enhances employment quality, with particularly notable improvements in wages, social protection coverage, and employment stability. Heterogeneity analysis further indicates that the policy effects are more pronounced among older workers, in eastern provinces, and within the primary and secondary sectors. These findings contribute new empirical evidence on the labor market implications of social insurance reform and provide timely policy insights to support the transformation of rural migrant workers into "new urban citizens" in the context of China's inclusive urbanization agenda.

Indexed as

EmploymentInsurance, HealthTransients and MigrantsAdultChinaFemaleHealth Care ReformHumansMaleMiddle AgedRural PopulationUrban Populationemployment qualityhealth insurancemediation mechanismmigrant workerssocial protectionUrban-Rural Resident Medical Insurance (URRMI)

Identifiers

PMID41018769
PMCPMC12461861

What OpenQuestion holds

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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.