Evidence map›Paper›PMID 42354638›Full record

ArticleHealthcare (Basel, Switzerland)2026

Financial Relief and Health Effects of Urban-Rural Health Insurance Integration on Older Rural Adults: A Causal Analysis of Age-Based Heterogeneity.

Sirui Li, Xiangdong Liu, Xi Wang, Shufang Zhao

Abstract read
In one paragraph

Article in Healthcare (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Sirui LiFaculty of Humanities and Social Sciences, Macao Polytechnic University, Macao 999078, China.ORCID 0009-0008-7377-7490
Xiangdong LiuFaculty of Humanities and Social Sciences, Macao Polytechnic University, Macao 999078, China.ORCID 0009-0004-0997-9304
Xi WangFaculty of Humanities and Social Sciences, Macao Polytechnic University, Macao 999078, China.ORCID 0000-0001-9971-4748
Shufang ZhaoFaculty of Humanities and Social Sciences, Macao Polytechnic University, Macao 999078, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveTo evaluate the impact of urban-rural health insurance integration on the health outcomes and financial burden of rural older adults.

methodsUtilizing panel data from the China Health and Retirement Longitudinal Study (CHARLS) spanning 2013 to 2018, we employed a staggered difference-in-differences model coupled with propensity score matching (PSM-DID) for rigorous causal identification.

resultsThe policy significantly reduced out-of-pocket medical expenditures for rural households by approximately 5.6% (

conclusionsThe urban-rural health insurance integration has achieved a dual dividend of financial protection and health enhancement without triggering the overutilization of medical services. Nevertheless, the unmet care expenses for older adults with severe disabilities underscore the urgent necessity for a secondary safety net, such as long-term care insurance.

Indexed as

CHARLSdifference-in-differenceshealth inequalitymedical consumption upgradingurban–rural health insurance integration

Identifiers

PMID42354638
PMCPMC13299610

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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.