Clinical utility of the GAD-7 for detecting generalized anxiety in Quechua indigenous people

The detection of Generalized Anxiety Disorder (GAD) in indigenous populations poses a challenge due to their holistic approach to health, which significantly contrasts with the Western biomedical model. Moreover, conventional assessment tools often overlook cultural particularities, compromising the...

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Published in:Frontiers in Psychiatry
Main Authors: Nicole Caldichoury, César Quispe-Ayala, Juan-Carlos Coronado, Luis Mario Castellanos-Alvarenga, David Salazar, Breiner Morales-Asencio, Daniela Ripoll-Córdoba, Raúl Quincho-Apumayta, Juan Cárdenas-Valverde, Loida Camargo, Karen Alcos-Flores, Eloy Layme-Condori, Rosa Villalba-Arbañil, Cesar Castellanos, Pascual A. Gargiulo, Indalecio Quispe-Rodríguez, Elsa Muñoz-Romero, Alberto Rivelino Patiño-Rivera, Irina Flores-Poma, Jorge Herrera-Pino, Norman López
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-05-01
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Online Access:https://www.frontiersin.org/articles/10.3389/fpsyt.2025.1565895/full
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author Nicole Caldichoury
César Quispe-Ayala
Juan-Carlos Coronado
Luis Mario Castellanos-Alvarenga
David Salazar
Breiner Morales-Asencio
Daniela Ripoll-Córdoba
Raúl Quincho-Apumayta
Juan Cárdenas-Valverde
Loida Camargo
Karen Alcos-Flores
Eloy Layme-Condori
Rosa Villalba-Arbañil
Cesar Castellanos
Pascual A. Gargiulo
Indalecio Quispe-Rodríguez
Elsa Muñoz-Romero
Alberto Rivelino Patiño-Rivera
Irina Flores-Poma
Jorge Herrera-Pino
Norman López
Norman López
author_facet Nicole Caldichoury
César Quispe-Ayala
Juan-Carlos Coronado
Luis Mario Castellanos-Alvarenga
David Salazar
Breiner Morales-Asencio
Daniela Ripoll-Córdoba
Raúl Quincho-Apumayta
Juan Cárdenas-Valverde
Loida Camargo
Karen Alcos-Flores
Eloy Layme-Condori
Rosa Villalba-Arbañil
Cesar Castellanos
Pascual A. Gargiulo
Indalecio Quispe-Rodríguez
Elsa Muñoz-Romero
Alberto Rivelino Patiño-Rivera
Irina Flores-Poma
Jorge Herrera-Pino
Norman López
Norman López
author_sort Nicole Caldichoury
collection DOAJ
container_title Frontiers in Psychiatry
description The detection of Generalized Anxiety Disorder (GAD) in indigenous populations poses a challenge due to their holistic approach to health, which significantly contrasts with the Western biomedical model. Moreover, conventional assessment tools often overlook cultural particularities, compromising their effectiveness in these contexts.ObjectiveTherefore, this study aimed to analyze the diagnostic accuracy of the GAD-7 in the Quechua indigenous population of the Peruvian Andes.MethodTo address this issue, we conducted a case-control study to evaluate the clinical accuracy of the Generalized Anxiety Disorder Test (GAD-7) in rural Quechua communities of the Peruvian Andes. We included 147 GAD patients and 322 controls. The study involved four stages: cultural adaptation of the GAD-7, door-to-door evaluation, blind psychiatric and neuropsychological assessments, and application of the Quechua GAD-7. The adaptation used the Delphi method, focus groups, and bilingual judges. Factor analyses, reliability assessments, and diagnostic utility evaluations were performed.ResultsThe Quechua GAD-7 showed high content validity (Aiken’s V > 0.85), strong internal consistency (α = 0.912, ω = 0.85), and an area under the curve of 0.93. With a cutoff score of 11, it achieved 91.3% sensitivity and 86.1% specificity.ConclusionsThis is the first study to validate a Western test for GAD in indigenous populations.
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spelling doaj-art-c438581bc2f94dea81650005cb61e1032025-08-20T02:01:29ZengFrontiers Media S.A.Frontiers in Psychiatry1664-06402025-05-011610.3389/fpsyt.2025.15658951565895Clinical utility of the GAD-7 for detecting generalized anxiety in Quechua indigenous peopleNicole Caldichoury0César Quispe-Ayala1Juan-Carlos Coronado2Luis Mario Castellanos-Alvarenga3David Salazar4Breiner Morales-Asencio5Daniela Ripoll-Córdoba6Raúl Quincho-Apumayta7Juan Cárdenas-Valverde8Loida Camargo9Karen Alcos-Flores10Eloy Layme-Condori11Rosa Villalba-Arbañil12Cesar Castellanos13Pascual A. Gargiulo14Indalecio Quispe-Rodríguez15Elsa Muñoz-Romero16Alberto Rivelino Patiño-Rivera17Irina Flores-Poma18Jorge Herrera-Pino19Norman López20Norman López21Departamento de Ciencias Sociales, Universidad de Los Lagos, Osorno, ChileUniversidad Nacional de Huancavelica, Huancavelica, PeruDepartamento de Procesos Terapéuticos, Facultad de Ciencias de la Salud, Universidad Católica de Temuco, Temuco, ChileEscuela de Psicología, Facultad de Ciencias Sociales y Comunicaciones, Universidad Santo Tomás, Temuco, ChileUniversidad Nacional Daniel Alcides Carrión, Cerro de Pasco, PeruConsorcio Latinoamericano de Investigación (CLATI), Temuco, ChileConsorcio Latinoamericano de Investigación (CLATI), Temuco, ChileUniversidad Nacional de Huancavelica, Huancavelica, PeruUniversidad Nacional Autónoma Altoandina de Tarma, Tarma, PeruFacultad de Medicina, Departamento Médico, Universidad de Cartagena. Grupo de investigación Neurociencia y Salud Global, Cartagena de Indias, ColombiaUniversidad Nacional de Huancavelica, Huancavelica, PeruUniversidad César Vallejo, Lima, PeruUniversidad César Vallejo, Lima, Peru0Instituto dominicano para el Estudio de la Salud Integral y la Psicología Aplicada (IDESIP), Santo Domingo, Dominican Republic1Laboratorio de Neurociencias y Psicología Experimental. Área de Farmacología, Facultad de Ciencias Médicas, Universidad Nacional de Cuyo, Mendoza, Argentina2Universidad Nacional de San Cristóbal Huamanga, Ayacucho, PeruUniversidad Nacional Daniel Alcides Carrión, Cerro de Pasco, Peru3Facultad de Educación, Universidad Nacional Intercultural de la Selva Central Juan Santos Atahualpa, La Merced, Chanchamayo, PeruUniversidad Nacional de Huancavelica, Huancavelica, Peru4College of Medicine, Florida Internacional University, Miami, FL, United States5Escuela de Kinesiología, Facultad de Salud, Universidad Santo Tomás, Temuco, Chile6Departamento de Ciencias Sociales, Universidad de La Costa, Barranquilla, ColombiaThe detection of Generalized Anxiety Disorder (GAD) in indigenous populations poses a challenge due to their holistic approach to health, which significantly contrasts with the Western biomedical model. Moreover, conventional assessment tools often overlook cultural particularities, compromising their effectiveness in these contexts.ObjectiveTherefore, this study aimed to analyze the diagnostic accuracy of the GAD-7 in the Quechua indigenous population of the Peruvian Andes.MethodTo address this issue, we conducted a case-control study to evaluate the clinical accuracy of the Generalized Anxiety Disorder Test (GAD-7) in rural Quechua communities of the Peruvian Andes. We included 147 GAD patients and 322 controls. The study involved four stages: cultural adaptation of the GAD-7, door-to-door evaluation, blind psychiatric and neuropsychological assessments, and application of the Quechua GAD-7. The adaptation used the Delphi method, focus groups, and bilingual judges. Factor analyses, reliability assessments, and diagnostic utility evaluations were performed.ResultsThe Quechua GAD-7 showed high content validity (Aiken’s V > 0.85), strong internal consistency (α = 0.912, ω = 0.85), and an area under the curve of 0.93. With a cutoff score of 11, it achieved 91.3% sensitivity and 86.1% specificity.ConclusionsThis is the first study to validate a Western test for GAD in indigenous populations.https://www.frontiersin.org/articles/10.3389/fpsyt.2025.1565895/fullclinical utilitycase-control studyGAD-7 testrural indigenousQuechua
spellingShingle Nicole Caldichoury
César Quispe-Ayala
Juan-Carlos Coronado
Luis Mario Castellanos-Alvarenga
David Salazar
Breiner Morales-Asencio
Daniela Ripoll-Córdoba
Raúl Quincho-Apumayta
Juan Cárdenas-Valverde
Loida Camargo
Karen Alcos-Flores
Eloy Layme-Condori
Rosa Villalba-Arbañil
Cesar Castellanos
Pascual A. Gargiulo
Indalecio Quispe-Rodríguez
Elsa Muñoz-Romero
Alberto Rivelino Patiño-Rivera
Irina Flores-Poma
Jorge Herrera-Pino
Norman López
Norman López
Clinical utility of the GAD-7 for detecting generalized anxiety in Quechua indigenous people
clinical utility
case-control study
GAD-7 test
rural indigenous
Quechua
title Clinical utility of the GAD-7 for detecting generalized anxiety in Quechua indigenous people
title_full Clinical utility of the GAD-7 for detecting generalized anxiety in Quechua indigenous people
title_fullStr Clinical utility of the GAD-7 for detecting generalized anxiety in Quechua indigenous people
title_full_unstemmed Clinical utility of the GAD-7 for detecting generalized anxiety in Quechua indigenous people
title_short Clinical utility of the GAD-7 for detecting generalized anxiety in Quechua indigenous people
title_sort clinical utility of the gad 7 for detecting generalized anxiety in quechua indigenous people
topic clinical utility
case-control study
GAD-7 test
rural indigenous
Quechua
url https://www.frontiersin.org/articles/10.3389/fpsyt.2025.1565895/full
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