Belitung Nursing Journal
Vol. 12 No. 3 (2026): May - June

Psychological distress: Bifactor modeling of the DASS-21 in Chilean healthcare workers

Marjory Güilgüiruca-Retamal (Faculty of Social Sciences, Universidad Santo Tomas, Chile)
Paola Muzatto-Negrón (Department of Social Sciences, Universidad de Tarapacá, Chile)
Adriana Acosta-Ramos (Department of Psychology, Universidad Popular del Cesar (UPC), Valledupar, Colombia)
Jacqueline Espinoza-Ibacache (School of Psychology, Pontificia Universidad Católica de Valparaíso, Chile)
Cristian Pinto-Cortez (School of Psychology and Philosophy, Faculty of Social Sciences of Universidad de Tarapacá, Arica, Chile)



Article Info

Publish Date
28 Jun 2026

Abstract

Background: The Depression, Anxiety, and Stress Scale (DASS-21) is widely used to assess mental health symptoms; however, its dimensionality in working populations, particularly healthcare workers, remains under debate. Objective: This study aimed to examine the dimensional structure of the DASS-21 among Chilean healthcare workers to evaluate its suitability as a screening measure of psychological distress in occupational contexts exposed to crises, emergencies, or disasters. Methods: A cross-sectional survey was conducted in 2021 using a non-probabilistic convenience sample of 239 healthcare workers from a hospital in northern Chile. Confirmatory factor analyses were conducted to test four competing models (unidimensional, three correlated factors, second order, and bifactor) using structural equation modeling. Model fit was evaluated using RMSEA, CFI, and TLI, complemented by auxiliary bifactor indices (ECV, ωH, ωHS, PUC, ARPB). Results: All models showed acceptable fit (RMSEA = 0.038–0.065; CFI = 0.974–0.992; TLI = 0.971–0.990). Although the bifactor model demonstrated the best global fit, auxiliary indices supported the dominance of a general factor (ECV = 0.87; ωH = 0.94), with limited reliable variance attributable to the specific factors (ωHS ≤ 0.16). Measurement invariance across sex was supported. Conclusions: In this non-clinical sample characterized by low symptom severity, the DASS-21 operates primarily as an essentially unidimensional measure of psychological distress. From a nursing practice perspective, the total score may be used as a parsimonious screening indicator to support early detection, monitoring, and preventive mental health strategies among healthcare workers.

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Journal Info

Abbrev

bnj

Publisher

Subject

Nursing

Description

BNJ contributes to the advancement of evidence-based nursing, midwifery and healthcare by disseminating high quality research and scholarship of contemporary relevance and with potential to advance knowledge for practice, education, management or policy. BNJ welcomes submissions of evidence-based ...