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Measurement invariance of the GAD-5 Generalized Anxiety Disorder Scale in a Mexican general population sample

The primary objective of this study was to evaluate the measurement of invariance by sex, age, and educational level of an online version of the Generalized Anxiety Disorder Scale in a five-item version (GAD-5). Configural, metric, scalar, and strict invariance were evaluated using data from 79,473...

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Autores principales: Astudillo-García, Claudia I., Austria-Corrales, Fernando, Rivera-Rivera, Leonor, Reynales-Shigematsu, Luz Myriam, Gómez-García, José Alberto, Séris-Martinez, Marina, Jiménez-Tapia, Alberto, Robles, Rebeca, Morales-Chainé, Silvia, López-Montoya, Alejandra, Cuevas-Renaud, Corina, Toledano-Toledano, Filiberto
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9590252/
https://www.ncbi.nlm.nih.gov/pubmed/36299536
http://dx.doi.org/10.3389/fpsyt.2022.973134
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author Astudillo-García, Claudia I.
Austria-Corrales, Fernando
Rivera-Rivera, Leonor
Reynales-Shigematsu, Luz Myriam
Gómez-García, José Alberto
Séris-Martinez, Marina
Jiménez-Tapia, Alberto
Robles, Rebeca
Morales-Chainé, Silvia
López-Montoya, Alejandra
Cuevas-Renaud, Corina
Toledano-Toledano, Filiberto
author_facet Astudillo-García, Claudia I.
Austria-Corrales, Fernando
Rivera-Rivera, Leonor
Reynales-Shigematsu, Luz Myriam
Gómez-García, José Alberto
Séris-Martinez, Marina
Jiménez-Tapia, Alberto
Robles, Rebeca
Morales-Chainé, Silvia
López-Montoya, Alejandra
Cuevas-Renaud, Corina
Toledano-Toledano, Filiberto
author_sort Astudillo-García, Claudia I.
collection PubMed
description The primary objective of this study was to evaluate the measurement of invariance by sex, age, and educational level of an online version of the Generalized Anxiety Disorder Scale in a five-item version (GAD-5). Configural, metric, scalar, and strict invariance were evaluated using data from 79,473 respondents who answered a mental health questionnaire during the COVID-19 pandemic in Mexico. The sex variable was classified as male or female; age was categorized as minors, youth, young adults, adults, and older adults; and educational level was divided into basic, upper secondary, higher, and graduate education. To test for configural invariance, confirmatory factor models were constructed. For metric invariance, equality restrictions were established for the factor loadings between the construct and its items; for scalar invariance, equality restrictions were established between the intercepts; strict variance implied the additional restriction of the residuals. Statistical analysis was performed in R software with the lavaan package. The results show that with respect to sex, age, and educational level, configural and metric measurement invariance was confirmed (ΔCFI < 0.002; ΔRMSEA < 0.015). However, with respect to scalar and strict invariance, the results showed significant differences regarding the fit model (ΔCFI > 0.002; ΔRMSEA > 0.015). We conclude that the GAD-5 presents configural and metric invariance for sex, age, and educational level, and scalar invariance for sex and age groups. However, the scale does not demonstrate strict invariance. We discuss the implications and suggest that this result could be related to the evaluation of sociodemographic variables.
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spelling pubmed-95902522022-10-25 Measurement invariance of the GAD-5 Generalized Anxiety Disorder Scale in a Mexican general population sample Astudillo-García, Claudia I. Austria-Corrales, Fernando Rivera-Rivera, Leonor Reynales-Shigematsu, Luz Myriam Gómez-García, José Alberto Séris-Martinez, Marina Jiménez-Tapia, Alberto Robles, Rebeca Morales-Chainé, Silvia López-Montoya, Alejandra Cuevas-Renaud, Corina Toledano-Toledano, Filiberto Front Psychiatry Psychiatry The primary objective of this study was to evaluate the measurement of invariance by sex, age, and educational level of an online version of the Generalized Anxiety Disorder Scale in a five-item version (GAD-5). Configural, metric, scalar, and strict invariance were evaluated using data from 79,473 respondents who answered a mental health questionnaire during the COVID-19 pandemic in Mexico. The sex variable was classified as male or female; age was categorized as minors, youth, young adults, adults, and older adults; and educational level was divided into basic, upper secondary, higher, and graduate education. To test for configural invariance, confirmatory factor models were constructed. For metric invariance, equality restrictions were established for the factor loadings between the construct and its items; for scalar invariance, equality restrictions were established between the intercepts; strict variance implied the additional restriction of the residuals. Statistical analysis was performed in R software with the lavaan package. The results show that with respect to sex, age, and educational level, configural and metric measurement invariance was confirmed (ΔCFI < 0.002; ΔRMSEA < 0.015). However, with respect to scalar and strict invariance, the results showed significant differences regarding the fit model (ΔCFI > 0.002; ΔRMSEA > 0.015). We conclude that the GAD-5 presents configural and metric invariance for sex, age, and educational level, and scalar invariance for sex and age groups. However, the scale does not demonstrate strict invariance. We discuss the implications and suggest that this result could be related to the evaluation of sociodemographic variables. Frontiers Media S.A. 2022-10-10 /pmc/articles/PMC9590252/ /pubmed/36299536 http://dx.doi.org/10.3389/fpsyt.2022.973134 Text en Copyright © 2022 Astudillo-García, Austria-Corrales, Rivera-Rivera, Reynales-Shigematsu, Gómez-García, Séris-Martinez, Jiménez-Tapia, Robles, Morales-Chainé, López-Montoya, Cuevas-Renaud and Toledano-Toledano. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Psychiatry
Astudillo-García, Claudia I.
Austria-Corrales, Fernando
Rivera-Rivera, Leonor
Reynales-Shigematsu, Luz Myriam
Gómez-García, José Alberto
Séris-Martinez, Marina
Jiménez-Tapia, Alberto
Robles, Rebeca
Morales-Chainé, Silvia
López-Montoya, Alejandra
Cuevas-Renaud, Corina
Toledano-Toledano, Filiberto
Measurement invariance of the GAD-5 Generalized Anxiety Disorder Scale in a Mexican general population sample
title Measurement invariance of the GAD-5 Generalized Anxiety Disorder Scale in a Mexican general population sample
title_full Measurement invariance of the GAD-5 Generalized Anxiety Disorder Scale in a Mexican general population sample
title_fullStr Measurement invariance of the GAD-5 Generalized Anxiety Disorder Scale in a Mexican general population sample
title_full_unstemmed Measurement invariance of the GAD-5 Generalized Anxiety Disorder Scale in a Mexican general population sample
title_short Measurement invariance of the GAD-5 Generalized Anxiety Disorder Scale in a Mexican general population sample
title_sort measurement invariance of the gad-5 generalized anxiety disorder scale in a mexican general population sample
topic Psychiatry
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9590252/
https://www.ncbi.nlm.nih.gov/pubmed/36299536
http://dx.doi.org/10.3389/fpsyt.2022.973134
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