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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...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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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. |
format | Online Article Text |
id | pubmed-9590252 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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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