ArticleBMC psychology2021
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.
Article in BMC psychology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed, 17 citations in OpenAlex.
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- Community health survey development, administration, social determinants and mental health in African immigrants and refugees in Portland Oregon.BMC public health · 2025Article
- Toward Digital Self-Monitoring of Mental Health in the General Population: Scoping Review of Existing Approaches to Self-Report Measurement.JMIR mental health · 2025Article
- Leveraging large language models for automated depression screening.PLOS digital health · 2025Article
- The promise and challenges of computer mouse trajectories in DMHIs - A feasibility study on pre-treatment dropout predictions.Internet interventions · 2025Article
- Artificial intelligence (AI)-Enabled behavioral health application for college students: Pilot study protocol.PloS one · 2025Article
- Depression and anxiety among multiethnic middle school students: Age, gender, and sociocultural environment.The International journal of social psychiatry · 2023Article
- Predictors and incidence of depression and anxiety in women undergoing infertility treatment: A cross-sectional study.PloS one · 2023Article
- The Role of Physical Activity in the Reduction of Generalised Anxiety Disorder in Young Adults in the Context of COVID-19 Pandemic.International journal of environmental research and public health · 2022Article
- Distinguishing the Effect of Time Spent at Home during COVID-19 Pandemic on the Mental Health of Urban and Suburban College Students Using Cell Phone Geolocation.International journal of environmental research and public health · 2022Article
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Authors and funding
2 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundRecent 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.
methodsWe 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.
resultsFor 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.
conclusionsOur results suggest that the symptom criteria of generalized anxiety disorder and major depression have a common distribution pattern in the general population.
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