Psychometric network analysis of the Patient Health Questionnaire-4 (PHQ-4) in Paraguayan general population

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Background: Depression and anxiety are two of the most prevalent and disabling mental disorders worldwide, both in the general population and in outpatient clinical settings. Objective: This study aimed to analyze the psychometric properties of the Patient Health Questionnaire-4 (PHQ-4) based on net...

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Detalles Bibliográficos
Autores: Caycho-Rodríguez, Tomás, Travezaño-Cabrera, Aaron, Torales, Julio, Barrios, Iván, Vilca, Lindsey W., Samaniego-Pinho, Antonio, Moreta-Herrera, Rodrigo, Reyes-Bossio, Mario, Barria-Asenjo, Nicol A., Ayala-Colqui, Jesús, Garcia-Cadena, Cirilo H.
Formato: artículo
Fecha de Publicación:2024
Institución:Universidad Peruana de Ciencias Aplicadas
Repositorio:UPC-Institucional
Lenguaje:inglés
OAI Identifier:oai:repositorioacademico.upc.edu.pe:10757/683916
Enlace del recurso:http://hdl.handle.net/10757/683916
Nivel de acceso:acceso abierto
Materia:Invariance
Network psychometric analysis
Patient Health Questionnaire-4
Reliability
Validity
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dc.title.es_PE.fl_str_mv Psychometric network analysis of the Patient Health Questionnaire-4 (PHQ-4) in Paraguayan general population
title Psychometric network analysis of the Patient Health Questionnaire-4 (PHQ-4) in Paraguayan general population
spellingShingle Psychometric network analysis of the Patient Health Questionnaire-4 (PHQ-4) in Paraguayan general population
Caycho-Rodríguez, Tomás
Invariance
Network psychometric analysis
Patient Health Questionnaire-4
Reliability
Validity
title_short Psychometric network analysis of the Patient Health Questionnaire-4 (PHQ-4) in Paraguayan general population
title_full Psychometric network analysis of the Patient Health Questionnaire-4 (PHQ-4) in Paraguayan general population
title_fullStr Psychometric network analysis of the Patient Health Questionnaire-4 (PHQ-4) in Paraguayan general population
title_full_unstemmed Psychometric network analysis of the Patient Health Questionnaire-4 (PHQ-4) in Paraguayan general population
title_sort Psychometric network analysis of the Patient Health Questionnaire-4 (PHQ-4) in Paraguayan general population
author Caycho-Rodríguez, Tomás
author_facet Caycho-Rodríguez, Tomás
Travezaño-Cabrera, Aaron
Torales, Julio
Barrios, Iván
Vilca, Lindsey W.
Samaniego-Pinho, Antonio
Moreta-Herrera, Rodrigo
Reyes-Bossio, Mario
Barria-Asenjo, Nicol A.
Ayala-Colqui, Jesús
Garcia-Cadena, Cirilo H.
author_role author
author2 Travezaño-Cabrera, Aaron
Torales, Julio
Barrios, Iván
Vilca, Lindsey W.
Samaniego-Pinho, Antonio
Moreta-Herrera, Rodrigo
Reyes-Bossio, Mario
Barria-Asenjo, Nicol A.
Ayala-Colqui, Jesús
Garcia-Cadena, Cirilo H.
author2_role author
author
author
author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Caycho-Rodríguez, Tomás
Travezaño-Cabrera, Aaron
Torales, Julio
Barrios, Iván
Vilca, Lindsey W.
Samaniego-Pinho, Antonio
Moreta-Herrera, Rodrigo
Reyes-Bossio, Mario
Barria-Asenjo, Nicol A.
Ayala-Colqui, Jesús
Garcia-Cadena, Cirilo H.
dc.subject.es_PE.fl_str_mv Invariance
Network psychometric analysis
Patient Health Questionnaire-4
Reliability
Validity
topic Invariance
Network psychometric analysis
Patient Health Questionnaire-4
Reliability
Validity
description Background: Depression and anxiety are two of the most prevalent and disabling mental disorders worldwide, both in the general population and in outpatient clinical settings. Objective: This study aimed to analyze the psychometric properties of the Patient Health Questionnaire-4 (PHQ-4) based on network analysis metrics. Methods: A total of 911 Paraguayans (23.71% women and 76.29% men; mean age 31.25 years, SD = 10.63), selected by non-probabilistic convenience sampling, participated in the study. Network analysis was used to evaluate the internal structure, reliability, and measurement invariance between men and women. Results: The results revealed that the PHQ-4 is a unidimensional measure through Exploratory Graph Analysis (EGA). Reliability, through structural consistency, identified that 100% of the time, only a single dimension was obtained, and all items remained stable, as they were always replicated within the empirical dimension. The unidimensional structure has shown evidence of configural invariance; therefore, the network structure functioned equally among the different sex groups. Conclusion: The PHQ-4 presented optimal preliminary evidence of validity based on its internal structure, reliability, and invariance between sexes. Therefore, it may be useful as an accurate and brief measure of anxiety and depressive symptoms in the Paraguayan context.
publishDate 2024
dc.date.accessioned.none.fl_str_mv 2025-01-14T14:57:12Z
dc.date.available.none.fl_str_mv 2025-01-14T14:57:12Z
dc.date.issued.fl_str_mv 2024-12-01
dc.type.es_PE.fl_str_mv info:eu-repo/semantics/article
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dc.identifier.issn.none.fl_str_mv 01027972
dc.identifier.doi.none.fl_str_mv 10.1186/s41155-024-00299-x
dc.identifier.uri.none.fl_str_mv http://hdl.handle.net/10757/683916
dc.identifier.eissn.none.fl_str_mv 16787153
dc.identifier.journal.es_PE.fl_str_mv Psicologia: Reflexao e Critica
dc.identifier.eid.none.fl_str_mv 2-s2.0-85190400157
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identifier_str_mv 01027972
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16787153
Psicologia: Reflexao e Critica
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0000 0001 2196 144X
url http://hdl.handle.net/10757/683916
dc.language.iso.es_PE.fl_str_mv eng
language eng
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dc.format.es_PE.fl_str_mv application/pdf
dc.publisher.es_PE.fl_str_mv Springer Science and Business Media Deutschland GmbH
dc.source.es_PE.fl_str_mv Universidad Peruana de Ciencias Aplicadas (UPC)
Repositorio Academico - UPC
dc.source.none.fl_str_mv reponame:UPC-Institucional
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instname_str Universidad Peruana de Ciencias Aplicadas
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dc.source.journaltitle.none.fl_str_mv Psicologia: Reflexao e Critica
dc.source.volume.none.fl_str_mv 37
dc.source.issue.none.fl_str_mv 1
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Objective: This study aimed to analyze the psychometric properties of the Patient Health Questionnaire-4 (PHQ-4) based on network analysis metrics. Methods: A total of 911 Paraguayans (23.71% women and 76.29% men; mean age 31.25 years, SD = 10.63), selected by non-probabilistic convenience sampling, participated in the study. Network analysis was used to evaluate the internal structure, reliability, and measurement invariance between men and women. Results: The results revealed that the PHQ-4 is a unidimensional measure through Exploratory Graph Analysis (EGA). Reliability, through structural consistency, identified that 100% of the time, only a single dimension was obtained, and all items remained stable, as they were always replicated within the empirical dimension. The unidimensional structure has shown evidence of configural invariance; therefore, the network structure functioned equally among the different sex groups. Conclusion: The PHQ-4 presented optimal preliminary evidence of validity based on its internal structure, reliability, and invariance between sexes. 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