Evidence map›Paper›PMID 41079872›Full record

ArticleFrontiers in psychology2025

Measurement invariance and cross-linguistic validation of the PSS-4 in university context: multidimensional analysis and associations with psychological and behavioral outcomes.

Cristina Cañete Massé, Virginia Krieger, Maribel Peró-Cebollero, Juan Antonio Amador-Campos, Joan Guàrdia-Olmos

Erratum issuedAbstract read
In one paragraph

Article in Frontiers in psychology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. 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

5 · Who and what money

Authors and funding

5 authors.

Cristina Cañete MasséDepartament de Psicologia Social i Psicologia Quantitativa, Secció Psicologia Quantitativa, Facultat de Psicologia, Universitat de Barcelona, Barcelona, Spain.
Virginia KriegerDepartament de Psicologia Clínica i Psicobiologia, Secció Personalitat, avaluació i tractament psicològic, Facultat de Psicologia, Universitat de Barcelona, Barcelona, Spain.
Maribel Peró-CebolleroDepartament de Psicologia Social i Psicologia Quantitativa, Secció Psicologia Quantitativa, Facultat de Psicologia, Universitat de Barcelona, Barcelona, Spain.
Juan Antonio Amador-CamposInstitut de Neurociencies, Universitat de Barcelona, Barcelona, Spain.
Joan Guàrdia-OlmosDepartament de Psicologia Social i Psicologia Quantitativa, Secció Psicologia Quantitativa, Facultat de Psicologia, Universitat de Barcelona, Barcelona, Spain.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Although prior research supports the use of the Spanish version of the PSS-4 using classical psychometric methods, further analysis of its dimensionality, reliability, and response patterns is warranted. Sociodemographic factors such as gender and health behaviors (e.g., sleep, diet, physical activity) may influence perceived stress. Objectives: This study aimed to: (1) evaluate the reliability and validity of the PSS-4 in Spanish, English, and, for the first time, Catalan; (2) test measurement invariance across language, university groups, and gender; and (3) examine associations between stress and psychological (depression, anxiety, wellbeing) and behavioral outcomes (sleep, internet use, physical activity). Methods: Participants included 1,810 students and 1,060 university staff, who completed surveys in Spanish, Catalan, or English. Demographic data included gender identity, marital status, education, and lifestyle behaviors. Measures included the PSS-4, WHO-5 Wellbeing Index, GAD Questionnaire, and PHQ. Dimensionality was examined using PCA, followed by invariance testing. The English group comprised a comparatively smaller sample. Results: The PSS-4 showed a unidimensional structure, high reliability, and strong correlations with psychological outcomes. Measurement invariance was supported at the configural and metric levels but not at the scalar level across languages, university communities, and gender. Conclusion: The PSS-4 demonstrates validity and reliability for assessing perceived stress in Spanish, English, and Catalan university settings, with this study providing the first validation of the Catalan version and a cross-language invariance test. However, the absence of scalar invariance limits the comparability of stress mean scores across languages.

Indexed as

CatalanEnglishpsychometric validation PSS-4Spanishuniversity students and staff

Identifiers

PMID41079872
PMCPMC12507836

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.