Evidence map›Paper›PMID 42588249›Full record

ArticleHealthcare (Basel, Switzerland)2026

Association Between External Training and Self-Reported Competence Improvement Among County Hospital Healthcare Providers: A Cross-Sectional Study from China.

Siyi Hu, Penghao Fan, Siyuan Zhang, Lingling Ye, Tingting Lei, Chao Rong

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.

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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

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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

6 authors.

Siyi HuSchool of Humanities and Management, Zhejiang Chinese Medical University, 260 Baichuan Street, Hangzhou 311400, China.ORCID 0009-0004-9958-9712
Penghao FanSchool of Nursing, Zhejiang Chinese Medical University, 548 Binwen Road, Hangzhou 310053, China.ORCID 0009-0006-5112-0004
Siyuan ZhangSchool of Humanities and Management, Zhejiang Chinese Medical University, 260 Baichuan Street, Hangzhou 311400, China.ORCID 0009-0000-7445-6121
Lingling YeSchool of Humanities and Management, Zhejiang Chinese Medical University, 260 Baichuan Street, Hangzhou 311400, China.ORCID 0009-0004-3984-382X
Tingting LeiSchool of Humanities and Management, Zhejiang Chinese Medical University, 260 Baichuan Street, Hangzhou 311400, China.ORCID 0009-0008-5337-4328
Chao RongSchool of Humanities and Management, Zhejiang Chinese Medical University, 260 Baichuan Street, Hangzhou 311400, China.ORCID 0000-0001-5516-6102

Funding

National Social Science Foundation of China No. 24BSH097
6 · The paper itself

Abstract

backgroundTraining has been shown to be associated with competence improvement among healthcare providers. This study aimed to evaluate the relationship between external training and self-reported competence improvement among county hospital healthcare providers in the context of China's "Thousand-County Project" policy.

methodsA multi-center cross-sectional survey was conducted from June to September 2025, involving 605 healthcare providers from 30 county hospitals across six provinces in China. Propensity score matching was used to control for observed confounding, and multivariable ordinal logistic regression was applied to estimate the odds ratio (OR) and 95% confidence interval (CI) for the association between post-policy external training and self-reported competence improvement, using 5-point Likert scale as the ordered outcome. Interaction tests and a series of sensitivity analyses were conducted to assess robustness and explore potential effect modification.

resultsMatching effectively balanced the distribution of covariates between the two groups. Ordinal logistic regression showed that participants who received post-policy external training reported significantly higher self-reported competence improvement than those who did not (OR = 3.36, 95%CI: 1.74-6.48,

conclusionsPost-policy external training was significantly associated with higher self-reported competence improvement among county hospital healthcare providers, and this association appeared stronger among those with greater policy awareness. To better support such initiatives, policymakers could consider strengthening financial support for external training, while hospitals might optimize staffing arrangements to facilitate training participation. Additionally, improving policy dissemination may help raise healthcare providers' awareness of relevant policies.

Indexed as

county hospitalexternal traininghealthcare providerspropensity score matching

Identifiers

PMID42588249
PMCPMC13465543

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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.