Evidence map›Paper›PMID 40234810›Full record

ArticleBMC medical education2025

The interplay between research expectations and perceived barriers: a mediation analysis among Chinese medical undergraduates.

Haiwei Meng, Rui Qiu, Qingli Zhang, Rui Song, Hua Cong

Abstract read
In one paragraph

Article in BMC medical education, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. 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

5 authors.

Haiwei MengDepartment of Anatomy and Neurobiology, School of Basic Medicine, Shandong University, Jinan, 250012, China.
Rui QiuThe Second School of Clinical Medicine, Shandong University, Jinan, 250012, China.ORCID http://orcid.org/0009-0004-5592-2544
Qingli ZhangExperimental Teaching Center, School of Basic Medicine, Shandong University, Jinan, 250012, China.
Rui SongThe Second School of Clinical Medicine, Shandong University, Jinan, 250012, China.ORCID http://orcid.org/0009-0005-0925-7616
Hua CongDepartment of Pathogenic Biology, School of Basic Medicine, Shandong University, 44 Wenhuaxi Road, Jinan, Shandong, 250012, China. conghua@sdu.edu.cn.ORCID http://orcid.org/0000-0002-2831-4496

Funding

Shandong University Qilu medical characteristics undergraduate education teaching research reform project qlyxjy-202373Shandong University undergraduate education and teaching reform research project 2023Y145Shandong University undergraduate education and teaching reform research project 2024Y157
6 · The paper itself

Abstract

backgroundScientific research activity is essential to drive undergraduate medical education innovation, but many barriers prevent students from participating in research activities. While many studies have identified these challenges, the psychological factors, such as research expectations and interest, influencing students' perceptions of these barriers have been less explored. This study intends to explore these barriers and how research expectations, through interest, influence student engagement in research.

methodsThis cross-sectional study involved 322 medical students from Shandong University. The majority of participants were from the specialty of Clinical Medicine (72.36%), with other students from non-Clinical specialties (e.g. Public Health and Preventive Medicine, etc.). A structured questionnaire was used, measuring five key areas: demographics, scholarly characteristics, current research experience, attitudes toward research barriers, and research expectations. Statistical analyses, including Ordered logistic regression, Spearman's correlation, and Mediation analysis, were employed to assess research expectations' direct and indirect effects on perceived barriers through research interest.

resultsThe study found that the most significant barriers to research were lack of mentorship, heavy academic workload, lack of research skills, and insufficient funding. Students with higher research expectations reported greater perceived barriers, but their higher levels of research interest reduced the perceived impact of these barriers. Mediation analysis found that research interest acted as a mediator between expectations and barriers, with a significant indirect effect of expectations on barriers through interest. This study highlights the complex interaction between research expectations, interest, and perceived barriers in undergraduate medical education.

conclusionsThe findings suggest that while high expectations may increase the awareness of challenges, strong intrinsic interest in research mitigates the impact of these barriers. Integrating more research-related courses into the training program, and providing adequate mentorship and resources to support students' research engagement will help cultivate a research-oriented mindset among medical undergraduates.

Indexed as

Biomedical ResearchEducation, Medical, UndergraduateStudents, MedicalAdultAttitude of Health PersonnelChinaCross-Sectional StudiesEast Asian PeopleFemaleHumansMaleMediation AnalysisSurveys and QuestionnairesYoung AdultBarriersExpectationsMediator effectMedical researchResearch interest

Identifiers

PMID40234810
PMCPMC12001572

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.