Evidence map›Paper›PMID 40799119›Full record

ArticleHealth policy and planning2025

Enhancing health system efficiency in China: considering the interaction between use of primary care and the demand for secondary and tertiary care.

Rize Jing, Jia Tang, Yueping Song, Chenxu Ni

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 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

9 citing papers in PubMed.

  1. Article
  2. Short-Term Repeat Healthcare Visits and Area-Level Inequalities in a Primary Care-Centered Health System.International journal of environmental research and public health · 2026
    Article
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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.

Rize JingCenter for Population and Development Studies, Renmin University of China, Beijing 100872, China.
Jia TangSchool of Population and Health, Renmin University of China, No. 59, Zhongguancun Street, Haidian District, Beijing 100872, China.
Yueping SongCenter for Population and Development Studies, Renmin University of China, Beijing 100872, China.
Chenxu NiSchool of Economics, University of Chinese Academy of Social Sciences, 11 Changyu Street, Fangshan District, Beijing 102488, China.

Funding

Big Data and Responsible Artificial Intelligence for National Governance, Renmin University of ChinaCentral UniversitiesNational Natural Science Foundation of China 72404274Renmin University of China 25XNKJ07
6 · The paper itself

Abstract

This study examines the substitution effects and complementary dynamics between outpatient and inpatient services across different levels of hospital care in China's tiered healthcare system. The data of this study originated from official administrative medical insurance reimbursement records from 2013 to 2019, with a final sample size of 1 520 263 patients. Using individual-level data and controlling for regional variations through fixed-effects models, we identify significant patterns in healthcare utilization that provide actionable insights for enhancing system efficiency. We have found a notable substitution effect: increased utilization of primary care services was negatively associated with the demand for secondary and tertiary care, thereby supporting ongoing health policy reforms. Additionally, outpatient services at primary care facilities could reduce the demand for both outpatient and inpatient services at higher-level hospitals. The homogeneity of outpatient services further facilitated substitution across care levels, allowing primary and secondary care to increasingly manage clinical cases previously handled by tertiary hospitals. Finally, we explored the complementary relationship between outpatient and inpatient services within the same care level, emphasizing highlighting how financial incentives contribute to induced hospitalization in China's healthcare system. These findings suggest that healthcare policies must be adjusted to address systemic inefficiencies and realign financial incentives in order to improve resource allocation and patient care.

Indexed as

Efficiency, OrganizationalHealth Services Needs and DemandPrimary Health CareSecondary Health CareTertiary Health CareAdultAmbulatory CareChinaFemaleHealth Care ReformHealth PolicyHospitalizationHumansMaleMiddle AgedPatient Acceptance of Health Carecomplementarityprimary caresecondary and tertiary caresubstitutiontiered healthcare system

Identifiers

PMID40799119
PMCPMC12448839

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.