Evidence map›Paper›PMID 42095370›Full record

ArticleMedical education online2026

The impact of supervisor support on academic adaptation of medical research postgraduates: a serial mediation model of research self-efficacy and psychological resilience.

Yuanyuan Liu, Wenjun Guan, Li Zhang, Jiatong Han, Jingjing Liu

Abstract read
In one paragraph

Article in Medical education online, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

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

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

5 authors.

Yuanyuan LiuSchool of Educational Science, Xinjiang Normal University, Urumqi, China.
Wenjun GuanSchool of Educational Science, Xinjiang Normal University, Urumqi, China.
Li ZhangGraduate School, Xinjiang Medical University, Urumqi, China.
Jiatong HanSchool of Educational Science, Xinjiang Normal University, Urumqi, China.
Jingjing LiuSchool of Educational Science, Xinjiang Normal University, Urumqi, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Supervisor support (SS) constitutes a core element in cultivating academic Master of Medical Science (MMS) students, yet the psychological mechanisms associated with academic adaptation (AA) remain insufficiently elucidated. This study investigates the pathways through which supervisor support influences academic adaptation via research self-efficacy (RSE) and psychological resilience (PsyRes). Employing a cross-sectional design, 1,486 academic MMS students from two medical universities in Xinjiang were surveyed through cluster sampling. Canonical correlation analysis (CCA) validated variable associations, while Structural Equation Modeling (SEM) tested chain mediation effects. Results indicated significant positive correlations between supervisor support and research self-efficacy (

Indexed as

Adaptation, PsychologicalResilience, PsychologicalSelf EfficacySocial SupportStudents, MedicalAdultChinaCross-Sectional StudiesFemaleHumansMaleacademic adaptationmedical postgraduate educationpsychological resilienceresearch self-efficacySupervisor support

Identifiers

PMID42095370
PMCPMC13159587

What OpenQuestion holds

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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 OpenQuestion graph.