Evidence map›Paper›PMID 39520277›Full record

ArticleHealth policy and planning2025

A Chinese conundrum: does higher insurance coverage for hospitalization reduce financial protection for the patients who most need it?

Xiaoying Zhu, Ajay Mahal, Shenglan Tang, Barbara McPake

Abstract read
In one paragraph

Article in Health policy and planning, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. 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.

Xiaoying ZhuNossal Institute for Global Health, Melbourne School of Population and Global Health, The University of Melbourne, 32 Lincoln Square, Carlton, Victoria 3053, Australia.ORCID 0000-0002-1800-2114
Ajay MahalNossal Institute for Global Health, Melbourne School of Population and Global Health, The University of Melbourne, 32 Lincoln Square, Carlton, Victoria 3053, Australia.
Shenglan TangGlobal Health Research Center, Duke Kunshan University, No. 8 Duke Avenue, Kunshan, Jiangsu 215316, China.
Barbara McPakeNossal Institute for Global Health, Melbourne School of Population and Global Health, The University of Melbourne, 32 Lincoln Square, Carlton, Victoria 3053, Australia.

Funding

Jiangsu Province Higher Education Philosophy and Social Science Research Project 2021SJA0340The 2024 Specialized Research Project of the School of Elderly Care Services and Management, Nanjing University of Chinese Medicine 2024YLFWYGL004
6 · The paper itself

Abstract

This paper evaluates the relationship between the degree of cost-sharing and the utilization of outpatient and inpatient health services in China. Using data from the 2015 China Health and Retirement Longitudinal Study (CHARLS), we estimated the association between outpatient and inpatient service utilization and cost-sharing levels associated with outpatient and inpatient services, as well as a comparative metric that quantifies the relative cost-sharing burden between the two. We found that patients in areas with higher levels of cost-sharing for outpatient services exhibit a lower propensity to use outpatient care and a higher inclination to utilize costly hospitalization services. Conversely, as the ratio of cost-sharing for outpatient services to that for inpatient services increases, the likelihood of patients forgoing doctor-initiated hospitalization correspondingly increases. This suggests that when cost-sharing for outpatient care rises relative to inpatient care, observed increases in inpatient care utilization reflect an escalation in moral hazard rather than a correction for the underutilization of inpatient services. We conclude that both substitution and complementary roles exist between outpatient and inpatient services. Our findings suggest that a more effective design of cost-sharing is needed to enhance the equity and efficiency of China's health system.

Indexed as

Cost SharingHospitalizationInsurance CoverageInsurance, HealthAgedAmbulatory CareChinaEast Asian PeopleFemaleHumansLongitudinal StudiesMaleMiddle Agedcost-sharingequityhealthcare utilizationhealth insurancehospitalization

Identifiers

PMID39520277
PMCPMC11886816

What OpenQuestion holds

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LicenceCC BY
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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.