Psychometric evaluation of the Perceived Stress Scale among university students in Northern Brazil

Stress is a natural reaction to change or challenge and can lead to various physical, emotional, and behavioral responses. It becomes problematic when stressors persist without relief or relaxation. Academic stress is interpreted as a physiological, emotional, cognitive, and behavioral trigger originating from stimuli and events within the university environment. This study sought evidence of validity and reliability for the 10-item Perceived Stress Scale (PSS-10) based on the scores of 283 university students of both genders from the Northern region of Brazil. The instrument aims to measure the degree to which individuals perceive situations as unpredictable, uncontrollable, and overwhelming. The scale consists of 10 items—six negatively worded and four positively worded. Since its development, the internal structure of the instrument has remained a subject of debate in the literature. In this study, the most frequently tested models in international research were evaluated using Structural Equation Modeling with Confirmatory Factor Analyses. The results showed that the two-factor oblique model (Perceived Stress and Perceived Coping Ability) demonstrated the best fit to the empirical data among the models tested. Nevertheless, the internal consistency value for the Perceived Stress factor fell below the adequate cutoff point. Additionally, the scale scores showed significant positive correlations with the Beck Anxiety Inventory. Overall, despite the limitations of a non-probabilistic, convenience sample, acceptable evidence of internal structure validity, correlation with an external related measure, and reliability was obtained for the scale based on scores from university students in Northern Brazil.

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Publication Details

Journal
Frontiers in Education
Published
2026-01-16
DOI
https://doi.org/10.3389/feduc.2025.1695518
Primary Topic
Healthcare professionals’ stress and burnout
Type
article
Field-Weighted Citation Impact
0.00

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article

Psychometric evaluation of the Perceived Stress Scale among university students in Northern Brazil

Laiana Soeiro Ferreira, Fernando Augusto Ramos Pontes, Simone Souza da Costa e Silva, Luana Conceição Queiroz et al.
Frontiers in Education
Healthcare professionals’ stress and burnout
article

Psychometric evaluation of the Perceived Stress Scale among university students in Northern Brazil

Laiana Soeiro Ferreira, Fernando Augusto Ramos Pontes, Simone Souza da Costa e Silva, Luana Conceição Queiroz, José Augusto Evangelho Hernandez, Emmanuelle Pantoja Silva, Jonas Carvalho e Silva, Christoph de Oliveira Käppler
article en

Abstract

Stress is a natural reaction to change or challenge and can lead to various physical, emotional, and behavioral responses. It becomes problematic when stressors persist without relief or relaxation. Academic stress is interpreted as a physiological, emotional, cognitive, and behavioral trigger originating from stimuli and events within the university environment. This study sought evidence of validity and reliability for the 10-item Perceived Stress Scale (PSS-10) based on the scores of 283 university students of both genders from the Northern region of Brazil. The instrument aims to measure the degree to which individuals perceive situations as unpredictable, uncontrollable, and overwhelming. The scale consists of 10 items—six negatively worded and four positively worded. Since its development, the internal structure of the instrument has remained a subject of debate in the literature. In this study, the most frequently tested models in international research were evaluated using Structural Equation Modeling with Confirmatory Factor Analyses. The results showed that the two-factor oblique model (Perceived Stress and Perceived Coping Ability) demonstrated the best fit to the empirical data among the models tested. Nevertheless, the internal consistency value for the Perceived Stress factor fell below the adequate cutoff point. Additionally, the scale scores showed significant positive correlations with the Beck Anxiety Inventory. Overall, despite the limitations of a non-probabilistic, convenience sample, acceptable evidence of internal structure validity, correlation with an external related measure, and reliability was obtained for the scale based on scores from university students in Northern Brazil.

Frontiers in EducationVol. 10
TU Dortmund University (DE), Universidade do Estado do Rio de Janeiro (BR), Universidade Federal do Pará (BR)
Coordenação de Aperfeiçoamento de Pessoal de Nível Superior
Gender equality
Openalex Percentile: Top 88%
Healthcare professionals’ stress and burnout
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