Evidence map›Paper›PMID 42136596›Full record

ReviewFrontiers in public health2026

Analysis on suicide risk in medical students, an analysis based on socio-formative conceptual mapping.

María Elena Calles-Santoyo, Elizabeth Reyna-Beltrán, Gerardo García-Maldonado, José Eugenio Guerra-Cárdenas

Abstract readReview
In one paragraph

Review 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

4 authors.

María Elena Calles-SantoyoFaculty of Medicine of Tampico "Dr. Alberto Romo Caballero", Autonomous University of Tamaulipas, Tampico, Tamaulipas, Mexico.
Elizabeth Reyna-BeltránFaculty of Medicine of Tampico "Dr. Alberto Romo Caballero", Autonomous University of Tamaulipas, Tampico, Tamaulipas, Mexico.
Gerardo García-MaldonadoFaculty of Medicine of Tampico "Dr. Alberto Romo Caballero", Autonomous University of Tamaulipas, Tampico, Tamaulipas, Mexico.
José Eugenio Guerra-CárdenasFaculty of Medicine of Tampico "Dr. Alberto Romo Caballero", Autonomous University of Tamaulipas, Tampico, Tamaulipas, Mexico.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This article reports a documentary research project using a conceptual mapping methodology for suicide risk in medical students, emphasizing a socio-formative approach. The purpose is to define suicide risk and, through a socio-formative approach, identify and reduce suicide risk in medical students by understanding risk factors and psychological predictors. The axes of the conceptual mapping are constructed through the analysis of scientific literature indexed in high-impact databases (Scopus, Web of Science, PubMed, and PsycINFO) published between 2015 and 2025. The results highlight the complexity and multifactorial nature of suicide risk in this vulnerable population, emphasizing the interconnectedness of individual psychological, academic, psychosocial, and institutional factors. The conceptual mapping offers a comprehensive view of the research landscape, facilitating the identification of key areas for intervention, prevention, and future research.

Indexed as

Students, MedicalSuicideSuicide PreventionHumansRisk AssessmentRisk Factorsconceptual mappingmedical studentspsychological predictorsrisk factorssuicide risk

Identifiers

PMID42136596
PMCPMC13169623

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.