Evidence map›Paper›PMID 42375859›Full record

ArticleBelitung nursing journal2026

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

Marjory Güilgüiruca-Retamal, Paola Muzatto-Negrón, Adriana Acosta-Ramos, Jacqueline Espinoza-Ibacache, Cristian Pinto-Cortez

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Article in Belitung nursing journal, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Marjory Güilgüiruca-RetamalFaculty of Social Sciences, Universidad Santo Tomas, Chile.ORCID https://orcid.org/0000-0001-8154-682X
Paola Muzatto-NegrónDepartment of Social Sciences, Universidad de Tarapacá, Chile.ORCID https://orcid.org/0000-0001-7864-6678
Adriana Acosta-RamosDepartment of Psychology, Universidad Popular del Cesar (UPC), Valledupar, Colombia.ORCID https://orcid.org/0000-0002-5240-8206
Jacqueline Espinoza-IbacacheSchool of Psychology, Pontificia Universidad Católica de Valparaíso, Chile.ORCID https://orcid.org/0000-0001-6601-3371
Cristian Pinto-CortezSchool of Psychology and Philosophy, Faculty of Social Sciences of Universidad de Tarapacá, Arica, Chile.ORCID https://orcid.org/0000-0002-0909-5216

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

DASS-21factor analysishealthcare workersmental healthpsychological distress

Identifiers

PMID42375859
PMCPMC13312084

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