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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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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