Evidence map›Paper›PMID 40893187›Full record

ArticleFrontiers in public health2025

Alone and under pressure: the transdiagnostic role of loneliness, stress, and psychological inflexibility in university students.

Silvia L Vaca-Gallegos, Mateo Peñaherrera-Aguirre, Daniela Batallas, Belén M Paladines-Costa, Carla López-Nuñez, Pablo Ruisoto

Abstract read
In one paragraph

Article in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Psychological Capital and Mental Health in Ecuadorian University Students: The Mediating Role of Negative Stress.European journal of investigation in health, psychology and education · 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

6 authors.

Silvia L Vaca-GallegosDepartment of Psychology, Universidad Técnica Particular de Loja, Loja, Ecuador.
Mateo Peñaherrera-AguirreSchool of Animal and Comparative Biomedical Sciences, University of Arizona, Tucson, AZ, United States.
Daniela BatallasLaboratory of Social Cognitive Neuroscience, Department of Psychobiology and IDOCAL, University of Valencia, Valencia, Spain.
Belén M Paladines-CostaDepartment of Psychology, Universidad Técnica Particular de Loja, Loja, Ecuador.
Carla López-NuñezDepartment of Personality, Assessment and Psychological Treatments, School of Psychology, University of Seville, Seville, Spain.
Pablo RuisotoDepartment of Health Sciences, Public University of Navarre, Pamplona, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: University students face growingmental health challenges that demand both clinical and population-level strategies. Psychological inflexibility, perceived stress, and loneliness have been proposed as key transdiagnostic factors influencing mental health, yet their interrelationships remain unclear. Methods: We conducted a cross-sectional survey among 7,905 students from 11 Ecuadorian universities. Validated instruments were used to assess psychological inflexibility (AAQ-II), perceived stress (PSS), loneliness (UCLA-3), anxiety and depression (PHQ-4), and life satisfaction (LSQ). Data were analysed using Sequential Canonical Analysis to examine direct and indirect associations among predictors and outcomes. Results: Analysis revealed a structured cascade: psychological inflexibility predicted perceived stress, which in turn predicted loneliness. All three variables contributed independently to mental health outcomes. Loneliness was the strongest predictor of anxiety, depression, and reduced life satisfaction, supporting its role as a chronic social stressor. Together, these factors explained 45% of the variance in a higher-order mental health factor and 35% of the variance in life satisfaction. Discussion: Findings underscore the need for integrated strategies in higher education that address both individual vulnerability and social isolation. Framed within Rose's distinction between the causes of individual cases and the causes of population incidence, results highlight loneliness as a central target for preventive and clinical interventions.

Indexed as

LonelinessStress, PsychologicalStudentsAdolescentAdultAnxietyCross-Sectional StudiesDepressionEcuadorFemaleHumansMalePersonal SatisfactionSurveys and QuestionnairesUniversitiesYoung Adultlife satisfactionlonelinessmental healthperceived stresspsychological inflexibilitypublic mental healthtransdiagnostic model

Identifiers

PMID40893187
PMCPMC12392919

What OpenQuestion holds

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LicenceCC BY
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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.