Evidence map›Paper›PMID 42870964›Full record

ArticleFrontiers in public health2026

Emotional vulnerability and research capacity in medical postgraduates: toward understanding the reciprocal relationship and proposing targeted interventions.

Yanquan Liu, Xiaomei Hong, Jingdong Zhang, Honghua He, Xiaojun Chen, Jianzhen Shen

Abstract read
In one paragraph

Article in Frontiers in public health, 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
–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

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.

Yanquan LiuGanzhou People's Hospital, The Affiliated Ganzhou Hospital, Jiangxi Medical College, Nanchang University, Ganzhou, Jiangxi, China.
Xiaomei HongDepartment of Public Health and Medical Technology, Xiamen Medical College, Xiamen, Fujian, China.
Jingdong ZhangGanzhou People's Hospital, The Affiliated Ganzhou Hospital, Jiangxi Medical College, Nanchang University, Ganzhou, Jiangxi, China.
Honghua HeDepartment of Hematology, The Affiliated Hospital of Guangdong Medical University, Zhanjiang, Guangdong, China.
Xiaojun ChenDepartment of Hematology, The Affiliated Hospital of Putian University, Putian, Fujian, China.
Jianzhen ShenDepartment of Hematology, Fujian Medical University Union Hospital, Fuzhou, Fujian, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

As a backbone of medical research and clinical services, medical postgraduates require coordinated development of mental wellness and research capacity. In recent years, emotional vulnerability-characterized by poor emotion regulation, low stress resilience, and elevated risks of anxiety and depression-has become prevalent among this population and may impede the advancement of their research capacity. Drawing on resilience theory and educational ecology perspectives, this study develops a three-dimensional "psychological-cognitive-behavioral" analytical framework to examine theoretical associations between emotional vulnerability and diminished research capacity in medical postgraduates, alongside feasible intervention pathways. A two-dimensional "psychological - ecological" theoretical intervention framework is preliminarily constructed. This work offers an integrated interdisciplinary lens to inform research capacity cultivation for medical postgraduates and delivers actionable suggestions for reforms within medical graduate education systems.

Indexed as

Biomedical ResearchEducation, Medical, GraduateEmotionsHumansResilience, PsychologicalStress, Psychologicaleducational ecologyemotional vulnerabilityintervention strategiesmedical postgraduatesresearch capacity

Identifiers

PMID42870964
PMCPMC13658150

What OpenQuestion holds

Textmetadata
Read underepoch 390

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.