Evidence map›Paper›PMID 35252101›Full record

ReviewFrontiers in public health

Factors That Predispose Undergraduates to Mental Issues: A Cumulative Literature Review for Future Research Perspectives.

Pierpaolo Limone, Giusi Antonia Toto

Open access · goldAbstract readReview
In one paragraph

Review in Frontiers in public health. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 48 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
48citing papers in PubMed, 3 pooled it
25.5field-weighted citation impact, top 1% of its field
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

48 citing papers in PubMed, 3 syntheses or guidelines pooled it, 146 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Pooled it
  4. Development and Validation of AI Help-Seeking Behavior Scale Among Undergraduate University Students.European journal of investigation in health, psychology and education · 2026
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  12. Vulnerability and protective factors for PTSD in the academic community during the pandemic.Psicologia, reflexao e critica : revista semestral do Departamento de Psicologia da UFRGS · 2026
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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

2 authors at 1 institution in 1 country.

Pierpaolo LimoneLearning Science Hub, University of Foggia, Foggia, Italy.
Giusi Antonia TotoLearning Science Hub, University of Foggia, Foggia, Italy.
University of Foggia · IT

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Distress and mental health issues among college students is an emerging topic of study. The aim of this research work is to illustrate academic and social risk factors and how they prove to be predictors of anxiety and depressive disorders. The methodology used is a cumulative literature review structured over 10 systematic phases, and is replicable. Showing considerable potential for cumulative research, the relevance of this study reflects the concern of the academic community and international governments. The articles selected range from categorization of disorders in relation to mental health, to reporting the condition of rhinestones and difficulties of students in university contexts. In conclusion, the research focusses upon predisposing, concurrent or protective factors relating to the mental health of university students, so that institutions can act on concrete dynamics or propose targeted research on this topic.

Indexed as

COVID-19AnxietyHumansMental HealthStudentsUniversitiesanxietyCOVID-19depressionmedical educationmental healthonline learningpsychiatristSAD

Identifiers

PMID35252101
PMCPMC8888451
OpenAlexW4213158477

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.