Evidence map›Paper›PMID 41372377›Full record

ArticleScientific reports2025

An empirical study of integration models and mechanisms for maternity care in innovative vocational education.

Weitai Luo

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

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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

1 citing paper in PubMed.

  1. 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

1 author.

Weitai LuoGuangxi Vocational and Technical College of Quality Engineering, Guangxi, China. 548580230@qq.com.

Funding

Guangxi Vocational Education Teaching Reform Research Project (GXGZJG2025B187) + "Construction of a Demonstration Specialized Talent Training System for Industrial Product Quality Inspection Technology from the Perspective of 'Management and Technology Integration' National Quality Infrastructure (NQI)". GXGZJG2025B187
6 · The paper itself

Abstract

Integrated vocational education is increasingly essential for addressing maternal health disparities in under-resourced regions of China. Persistent workforce shortages and fragmented training models have contributed to inconsistent care delivery, particularly in Western provinces. This study evaluated an integrated model that combines simulation-based learning, structured supervision, and early clinical immersion to enhance training effectiveness. A convergent parallel mixed-methods design assessed the model's impact on patient satisfaction, student interaction, and perceived maternal complications. Quantitative data were collected from 300 participants, including students, maternity nurses, clinical instructors, and postnatal patients, and analyzed using SPSS and partial least squares structural equation modeling (SmartPLS). Qualitative insights from 14 semi-structured interviews were analyzed thematically using NVivo. The integrated training model significantly predicted higher patient satisfaction (β = 0.863, R² = 0.743), aligning with Kolb's Experiential Learning Theory. However, no significant relationships were found between student interaction, patient satisfaction, or perceived maternal complications. Critically, the staff training construct demonstrated weak psychometric validity (CR = 0.337; AVE = 0.126), warranting cautious interpretation of its statistical strength. Qualitative findings provided essential context, revealing fragmented implementation, unclear student roles, and institutional barriers such as emergency delays and staffing shortages. These systemic constraints help explain the absence of improvement in clinical outcomes despite enhanced satisfaction ratings. In conclusion, integrated vocational education can enhance perceived care quality, but its clinical impact depends on institutional readiness and supervisory fidelity. This study offers actionable insights for policy reforms under the Healthy China 2030 agenda and supports scalable models for maternal health training in low-resource settings.

Indexed as

Maternal Health ServicesVocational EducationAdultChinaFemaleHumansPatient SatisfactionPregnancyPatient satisfactionPerceived maternal complicationsSimulation-based trainingStudent–patient interactionVocational education

Identifiers

PMID41372377
PMCPMC12808121

What Socratic holds

Textmetadata
LicenceCC BY
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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 Socratic graph.