Evidence map›Paper›PMID 40671059›Full record

ArticleBMC health services research2025

The role of supply responses in public insurance expansion: evidence from the New Cooperative Medical Scheme in China.

Lin Lin, Xianhua Zai

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. Not yet cited in PubMed.

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

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

2 authors.

Lin LinSchool of Public Management, East China Normal University, Shanghai, China.
Xianhua ZaiDepartment of Labor Demography, Max Planck Institute for Demographic Research, 1 Konrad-Zuse-Str, 18057, Rostock, Germany. zai@demogr.mpg.de.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In our study, we explore the relationship between the New Cooperative Medical Scheme (NCMS) - a significant health insurance expansion in rural China - and healthcare supply, utilizing a nationwide dataset spanning from 2004 to 2011. Our findings reveal notable positive supply-side responses to the NCMS insurance expansion, characterized primarily by a substantial increase in the number of inpatient beds at township health centers serving rural residents. Moreover, we estimate large increases in the number of county hospitals; however, these effects lack statistical significance. These findings indicate that the surge in demand prompted by NCMS enrollment gain is associated with greater healthcare investment by existing rural providers rather than encouraging new providers to enter the market. Furthermore, when adjusting for these supply-side responses, we find that responsive healthcare supply plays a crucial role in mediating the effectiveness of the NCMS: the growth in inpatient care utilization following the NCMS is significantly mitigated once the availability of inpatient beds is controlled. These insights underscore the universal importance of responsive healthcare supply in the effectiveness of public insurance expansions.

Indexed as

Insurance CoverageInsurance, HealthNational Health ProgramsRural Health ServicesChinaHealth Services AccessibilityHumansRural PopulationHealth insurance in ChinaMedical resourcesNCMSSupply responses

Identifiers

PMID40671059
PMCPMC12269228

What OpenQuestion holds

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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.