Evidence map›Paper›PMID 41827516›Full record

ArticleHealthcare (Basel, Switzerland)2026

Psychometric Behaviour of the GAD-7 in Medical Students: Structural Stability, Measurement Equivalence and Contextual Sensitivity.

Pablo Duran, Ángel Ortega, Nestor Galban, Ivana Vera, Andrea Díaz, Carla Navarro, Rubén Carrasquero, Juan Salazar, Juan Hernández-Lalinde, Valmore Bermúdez and 2 more

Abstract read
In one paragraph

Article in Healthcare (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. 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

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

12 authors.

Pablo DuranUniversidad del Zulia, Facultad de Medicina, Centro de Investigación de Enfermedades Endocrinas y Metabólicas, Maracaibo 4001, Venezuela.ORCID 0000-0002-8030-1780
Ángel OrtegaUniversidad del Zulia, Facultad de Medicina, Centro de Investigación de Enfermedades Endocrinas y Metabólicas, Maracaibo 4001, Venezuela.ORCID 0000-0002-7180-4765
Nestor GalbanUniversidad del Zulia, Facultad de Medicina, Centro de Investigación de Enfermedades Endocrinas y Metabólicas, Maracaibo 4001, Venezuela.ORCID 0000-0003-0765-2290
Ivana VeraUniversidad del Zulia, Facultad de Medicina, Centro de Investigación de Enfermedades Endocrinas y Metabólicas, Maracaibo 4001, Venezuela.ORCID 0000-0002-6596-2142
Andrea DíazUniversidad del Zulia, Facultad de Medicina, Centro de Investigación de Enfermedades Endocrinas y Metabólicas, Maracaibo 4001, Venezuela.ORCID 0000-0002-3570-3860
Carla NavarroUniversidad del Zulia, Facultad de Medicina, Centro de Investigación de Enfermedades Endocrinas y Metabólicas, Maracaibo 4001, Venezuela.ORCID 0000-0002-1321-9568
Rubén CarrasqueroUniversidad del Zulia, Facultad de Medicina, Centro de Investigación de Enfermedades Endocrinas y Metabólicas, Maracaibo 4001, Venezuela.ORCID 0000-0002-3401-2267
Juan SalazarUniversidad del Zulia, Facultad de Medicina, Centro de Investigación de Enfermedades Endocrinas y Metabólicas, Maracaibo 4001, Venezuela.ORCID 0000-0003-4211-528X
Juan Hernández-LalindeUniversidad Simón Bolívar, Facultad de Ciencias Básicas y Biomédicas, Cúcuta 540001, Norte de Santander, Colombia.ORCID 0000-0001-6768-1873
Valmore BermúdezUniversidad Simón Bolívar, Centro de Investigaciones en Ciencias de la Vida, Barranquilla 080001, Atlántico, Colombia.ORCID 0000-0003-1880-8887
Erika Vásquez-ArteagaUniversidad Mariana, Facultad de Humanidades y Ciencias Sociales, Pasto 520001, Nariño, Colombia.ORCID 0000-0002-2054-780X
Diego Rivera-PorrasUniversidad de la Costa, Departamento de Productividad e Innovación, Barranquilla 080001, Atlántico, Colombia.ORCID 0000-0003-2169-3208

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAnxiety symptoms among medical students often emerge at the intersection of sustained academic pressure, anticipatory uncertainty and early professional socialisation, complicating their distinction from transient stress responses. Instruments employed in this context are therefore expected to operate consistently across subgroups while preserving conceptual clarity under non-clinical conditions. The Generalized Anxiety Disorder scale (GAD-7), widely adopted as a brief screening measure, has shown variable factorial behaviour across populations, particularly when applied to student cohorts. MATERIALS AND

methodsUsing confirmatory factor analysis with robust weighted least squares estimation, the latent structure of a culturally adapted Spanish version of the GAD-7 was examined in a sample of medical students enrolled across all academic years at a public university. Model performance was evaluated through multiple fit indices suited for ordinal data, alongside estimates of convergent validity based on average variance extracted and reliability assessed via both Cronbach's α and McDonald's ω. Measurement invariance across sex was explored through a sequence of increasingly constrained multi-group models.

resultsThe unidimensional configuration originally proposed for the scale remained statistically coherent, despite minor tensions between absolute and incremental fit indicators commonly reported in comparable university-based samples. Convergent validity estimates suggested that the latent construct accounted for a substantial proportion of item variance, while reliability coefficients fell within the upper range observed internationally. Invariance testing supported comparability at the configurational and scalar levels, although full metric equivalence was less stable.

conclusionsRather than resolving ongoing debates regarding the internal structure of the GAD-7, these findings situate its psychometric behaviour within the specific demands of medical education, where anxiety-related symptoms may fluctuate between normative adaptation and clinically relevant distress. This positioning invites further examination of how screening instruments perform when anxiety is shaped as much by institutional context as by individual psychopathology.

Indexed as

confirmatory factor analysisGAD-7generalized anxietymedical students

Identifiers

PMID41827516
PMCPMC12984899

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.