Evidence map›Paper›PMID 40176048›Full record

ArticleBMC health services research2025

Three-medical linkage in China: trend evolution and obstacle identification.

Lingyun Guo, Fanyi Kong, Liangru Zhou, Ruojun Xiang, Kexin Zhang, Yufei Su, Qiuying Zheng, Ruifeng Li

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. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. A Delphi Study to Identify Priority Indicators for Formulary Selection of Innovative Anticancer Drugs in China.Health expectations : an international journal of public participation in health care and health policy · 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

8 authors.

Lingyun GuoSchool of Management, Beijing University of Chinese Medicine, Beijing, 102488, China.
Fanyi KongSchool of Healthcare Management, Tsinghua Medicine, Tsinghua University, Beijing, 100084, China.
Liangru ZhouSchool of Management, Beijing University of Chinese Medicine, Beijing, 102488, China.
Ruojun XiangSchool of Management, Beijing University of Chinese Medicine, Beijing, 102488, China.
Kexin ZhangSchool of Management, Beijing University of Chinese Medicine, Beijing, 102488, China.
Yufei SuSchool of Management, Beijing University of Chinese Medicine, Beijing, 102488, China.
Qiuying ZhengSchool of Management, Beijing University of Chinese Medicine, Beijing, 102488, China. zhengqy@bucm.edu.cn.
Ruifeng LiSchool of Management, Beijing University of Chinese Medicine, Beijing, 102488, China. liruifeng@bucm.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

background"Three-medical linkage" is a key concern of the healthcare system reform deepening in China, while it has not achieved the expected outcomes yet. The issues of "no-linkage" or "linkage without moving" have increasingly become a major challenge.

methodsData was obtained from various Yearbooks in China. Coupling coordination degree and gravity models were employed to analyze the spatio-temporal evolution pattern of the "three-medical linkage" in 31 provinces. The combination forecasting method was used to forecast the development trend of the "three-medical linkage." We constructed the obstacle degree model to identify the main obstacles to coordinated development.

resultsThe overall development of the three systems exhibited a continuous upward trend. The coupling coordination grade of the "three-medical linkage" system has progressed from the disorderly development stage to the transitional stage in most provinces. The Beijing-Tianjin-Hebei and Yangtze River Delta regions are the most closely connected. Regional disparities in the degree of coupling coordination will widen in the future. The number of people benefiting from maternity insurance, per capita total health expenditure, and new drug research and development (R&D) costs hindered the coordinated development of the three systems. DISCUSSION: Highlighting the improvement of the "three-medical linkage" is essential. Under the goals of Healthy China and SDG3 (Good Health and Well-being), further efforts are needed to address systemic barriers and institutional deficiencies. The Chinese government should increase capital input to overcome major obstacles and carefully evaluate the imbalance in regional development.

Indexed as

Health Care ReformMedical Record LinkageChinaForecastingHumansCoupling coordination degree modelRegional disparitySpatial-temporal patternThree-medical linkage

Identifiers

PMID40176048
PMCPMC11963414

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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.