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The GAD-7 and the PHQ-8 exhibit the same mathematical pattern of item responses in the general population: analysis of data from the National Health Interview Survey

BACKGROUND: Recent studies have shown that, among the general population, responses to depression-rating scales follow a common mathematical pattern. However, the mathematical pattern among responses to the items of the Generalized Anxiety Disorder-7 (GAD-7) is currently unknown. The present study i...

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Autores principales: Tomitaka, Shinichiro, Furukawa, Toshiaki A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8461873/
https://www.ncbi.nlm.nih.gov/pubmed/34556185
http://dx.doi.org/10.1186/s40359-021-00657-9
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author Tomitaka, Shinichiro
Furukawa, Toshiaki A.
author_facet Tomitaka, Shinichiro
Furukawa, Toshiaki A.
author_sort Tomitaka, Shinichiro
collection PubMed
description BACKGROUND: Recent studies have shown that, among the general population, responses to depression-rating scales follow a common mathematical pattern. However, the mathematical pattern among responses to the items of the Generalized Anxiety Disorder-7 (GAD-7) is currently unknown. The present study investigated whether item responses to the GAD-7, when administered to the general population, follow the same mathematical distribution as those of depression-rating scales. METHODS: We used data from the 2019 National Health Interview Survey (31,997 individuals), which is a nationwide survey of adults conducted annually in the United States. The patterns of item responses to the GAD-7 and the Patient Health Questionnaire-8 (PHQ-8), respectively, were analyzed inductively. RESULTS: For all GAD-7 items, the frequency distribution for each response option (“not at all,” “several days,” “more than half the days,” and “nearly every day,” respectively) was positively skewed. Line charts representing the responses to each GAD-7 item all crossed at a single point between “not at all” and “several days” and, on a logarithmic scale, showed a parallel pattern from “several days” to “nearly every day.” This mathematical pattern among the item responses was identical to that of the PHQ-8. This characteristic pattern of the item responses developed because the values for the “more than half the days” to “several days” ratio were similar across all items, as were the values for the “nearly every day” to “more than half the days” ratio. CONCLUSIONS: Our results suggest that the symptom criteria of generalized anxiety disorder and major depression have a common distribution pattern in the general population. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40359-021-00657-9.
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spelling pubmed-84618732021-09-24 The GAD-7 and the PHQ-8 exhibit the same mathematical pattern of item responses in the general population: analysis of data from the National Health Interview Survey Tomitaka, Shinichiro Furukawa, Toshiaki A. BMC Psychol Research BACKGROUND: Recent studies have shown that, among the general population, responses to depression-rating scales follow a common mathematical pattern. However, the mathematical pattern among responses to the items of the Generalized Anxiety Disorder-7 (GAD-7) is currently unknown. The present study investigated whether item responses to the GAD-7, when administered to the general population, follow the same mathematical distribution as those of depression-rating scales. METHODS: We used data from the 2019 National Health Interview Survey (31,997 individuals), which is a nationwide survey of adults conducted annually in the United States. The patterns of item responses to the GAD-7 and the Patient Health Questionnaire-8 (PHQ-8), respectively, were analyzed inductively. RESULTS: For all GAD-7 items, the frequency distribution for each response option (“not at all,” “several days,” “more than half the days,” and “nearly every day,” respectively) was positively skewed. Line charts representing the responses to each GAD-7 item all crossed at a single point between “not at all” and “several days” and, on a logarithmic scale, showed a parallel pattern from “several days” to “nearly every day.” This mathematical pattern among the item responses was identical to that of the PHQ-8. This characteristic pattern of the item responses developed because the values for the “more than half the days” to “several days” ratio were similar across all items, as were the values for the “nearly every day” to “more than half the days” ratio. CONCLUSIONS: Our results suggest that the symptom criteria of generalized anxiety disorder and major depression have a common distribution pattern in the general population. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40359-021-00657-9. BioMed Central 2021-09-23 /pmc/articles/PMC8461873/ /pubmed/34556185 http://dx.doi.org/10.1186/s40359-021-00657-9 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Tomitaka, Shinichiro
Furukawa, Toshiaki A.
The GAD-7 and the PHQ-8 exhibit the same mathematical pattern of item responses in the general population: analysis of data from the National Health Interview Survey
title The GAD-7 and the PHQ-8 exhibit the same mathematical pattern of item responses in the general population: analysis of data from the National Health Interview Survey
title_full The GAD-7 and the PHQ-8 exhibit the same mathematical pattern of item responses in the general population: analysis of data from the National Health Interview Survey
title_fullStr The GAD-7 and the PHQ-8 exhibit the same mathematical pattern of item responses in the general population: analysis of data from the National Health Interview Survey
title_full_unstemmed The GAD-7 and the PHQ-8 exhibit the same mathematical pattern of item responses in the general population: analysis of data from the National Health Interview Survey
title_short The GAD-7 and the PHQ-8 exhibit the same mathematical pattern of item responses in the general population: analysis of data from the National Health Interview Survey
title_sort gad-7 and the phq-8 exhibit the same mathematical pattern of item responses in the general population: analysis of data from the national health interview survey
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8461873/
https://www.ncbi.nlm.nih.gov/pubmed/34556185
http://dx.doi.org/10.1186/s40359-021-00657-9
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