Item Response Patterns on the Patient Health Questionnaire-8 in a Nationally Representative Sample of US Adults

Recent studies have shown that item responses on the Center for Epidemiologic Studies Depression Scale (CES-D) and Kessler Screening Scale for Psychological Distress (K6) exhibit the same characteristic item response patterns among the general population. However, the distributional patterns of resp...

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Main Authors: Shinichiro Tomitaka, Yohei Kawasaki, Kazuki Ide, Maiko Akutagawa, Hiroshi Yamada, Ono Yutaka, Toshiaki A. Furukawa
Format: Article
Language:English
Published: Frontiers Media S.A. 2017-11-01
Series:Frontiers in Psychiatry
Subjects:
Online Access:http://journal.frontiersin.org/article/10.3389/fpsyt.2017.00251/full
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spelling doaj-9564d007ec8e401589170abec96b665e2020-11-24T20:58:01ZengFrontiers Media S.A.Frontiers in Psychiatry1664-06402017-11-01810.3389/fpsyt.2017.00251302691Item Response Patterns on the Patient Health Questionnaire-8 in a Nationally Representative Sample of US AdultsShinichiro Tomitaka0Shinichiro Tomitaka1Shinichiro Tomitaka2Yohei Kawasaki3Kazuki Ide4Kazuki Ide5Kazuki Ide6Maiko Akutagawa7Hiroshi Yamada8Ono Yutaka9Toshiaki A. Furukawa10Department of Mental Health, Panasonic Health Center, Tokyo, JapanDepartment of Health Promotion and Human Behavior, Kyoto University Graduate School of Medicine/School of Public Health, Kyoto, JapanDepartment of Drug Evaluation and Informatics, School of Pharmaceutical Sciences, University of Shizuoka, Shizuoka, JapanClinical Research Center, Chiba University Hospital, Chiba, JapanDepartment of Drug Evaluation and Informatics, School of Pharmaceutical Sciences, University of Shizuoka, Shizuoka, JapanDepartment of Pharmacoepidemiology, Graduate School of Medicine and Public Health, Kyoto University, Kyoto, JapanCenter for the Promotion of Interdisciplinary Education and Research, Kyoto University, Kyoto, JapanDepartment of Drug Evaluation and Informatics, School of Pharmaceutical Sciences, University of Shizuoka, Shizuoka, JapanDepartment of Drug Evaluation and Informatics, School of Pharmaceutical Sciences, University of Shizuoka, Shizuoka, JapanCenter for the Development of Cognitive Behavior Therapy Training, Tokyo, JapanDepartment of Health Promotion and Human Behavior, Kyoto University Graduate School of Medicine/School of Public Health, Kyoto, JapanRecent studies have shown that item responses on the Center for Epidemiologic Studies Depression Scale (CES-D) and Kessler Screening Scale for Psychological Distress (K6) exhibit the same characteristic item response patterns among the general population. However, the distributional patterns of responses on the Patient Health Questionnaire-8 (PHQ-8) among the general population have not been adequately studied. Thus, we conducted a pattern analysis of PHQ-8 item responses among US adults. Data (18,446 individuals) were obtained from the 2015 Behavioral Risk Factor Surveillance Survey (BRFSS). Item responses on the BRFSS version of the PHQ-8 were scored using the number of days response set and then converted to the original 4-point scale. The patterns of item responses were analyzed through graphical analysis. Lines of item responses scored using the number of days response set showed the same pattern among the eight items, characterized by crossing at a single point between “0 days” and “1 day,” and parallel fluctuation from “1 day” to “14 days” on a semi-logarithmic scale. Lines of item responses converted to the 4-point scale also showed the same characteristic pattern among the eight items. The present results demonstrate that the item responses on the PHQ-8 show the same characteristic patterns among items, consistent with the CES-D and the K6.http://journal.frontiersin.org/article/10.3389/fpsyt.2017.00251/fullexploratory data analysisdepressive symptomsPatient Health Questionnaire-8item responsebehavioral risk factor surveillance surveyexponential distribution
collection DOAJ
language English
format Article
sources DOAJ
author Shinichiro Tomitaka
Shinichiro Tomitaka
Shinichiro Tomitaka
Yohei Kawasaki
Kazuki Ide
Kazuki Ide
Kazuki Ide
Maiko Akutagawa
Hiroshi Yamada
Ono Yutaka
Toshiaki A. Furukawa
spellingShingle Shinichiro Tomitaka
Shinichiro Tomitaka
Shinichiro Tomitaka
Yohei Kawasaki
Kazuki Ide
Kazuki Ide
Kazuki Ide
Maiko Akutagawa
Hiroshi Yamada
Ono Yutaka
Toshiaki A. Furukawa
Item Response Patterns on the Patient Health Questionnaire-8 in a Nationally Representative Sample of US Adults
Frontiers in Psychiatry
exploratory data analysis
depressive symptoms
Patient Health Questionnaire-8
item response
behavioral risk factor surveillance survey
exponential distribution
author_facet Shinichiro Tomitaka
Shinichiro Tomitaka
Shinichiro Tomitaka
Yohei Kawasaki
Kazuki Ide
Kazuki Ide
Kazuki Ide
Maiko Akutagawa
Hiroshi Yamada
Ono Yutaka
Toshiaki A. Furukawa
author_sort Shinichiro Tomitaka
title Item Response Patterns on the Patient Health Questionnaire-8 in a Nationally Representative Sample of US Adults
title_short Item Response Patterns on the Patient Health Questionnaire-8 in a Nationally Representative Sample of US Adults
title_full Item Response Patterns on the Patient Health Questionnaire-8 in a Nationally Representative Sample of US Adults
title_fullStr Item Response Patterns on the Patient Health Questionnaire-8 in a Nationally Representative Sample of US Adults
title_full_unstemmed Item Response Patterns on the Patient Health Questionnaire-8 in a Nationally Representative Sample of US Adults
title_sort item response patterns on the patient health questionnaire-8 in a nationally representative sample of us adults
publisher Frontiers Media S.A.
series Frontiers in Psychiatry
issn 1664-0640
publishDate 2017-11-01
description Recent studies have shown that item responses on the Center for Epidemiologic Studies Depression Scale (CES-D) and Kessler Screening Scale for Psychological Distress (K6) exhibit the same characteristic item response patterns among the general population. However, the distributional patterns of responses on the Patient Health Questionnaire-8 (PHQ-8) among the general population have not been adequately studied. Thus, we conducted a pattern analysis of PHQ-8 item responses among US adults. Data (18,446 individuals) were obtained from the 2015 Behavioral Risk Factor Surveillance Survey (BRFSS). Item responses on the BRFSS version of the PHQ-8 were scored using the number of days response set and then converted to the original 4-point scale. The patterns of item responses were analyzed through graphical analysis. Lines of item responses scored using the number of days response set showed the same pattern among the eight items, characterized by crossing at a single point between “0 days” and “1 day,” and parallel fluctuation from “1 day” to “14 days” on a semi-logarithmic scale. Lines of item responses converted to the 4-point scale also showed the same characteristic pattern among the eight items. The present results demonstrate that the item responses on the PHQ-8 show the same characteristic patterns among items, consistent with the CES-D and the K6.
topic exploratory data analysis
depressive symptoms
Patient Health Questionnaire-8
item response
behavioral risk factor surveillance survey
exponential distribution
url http://journal.frontiersin.org/article/10.3389/fpsyt.2017.00251/full
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