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Pattern analysis of total item score and item response of the Kessler Screening Scale for Psychological Distress (K6) in a nationally representative sample of US adults
BACKGROUND: Several recent studies have shown that total scores on depressive symptom measures in a general population approximate an exponential pattern except for the lower end of the distribution. Furthermore, we confirmed that the exponential pattern is present for the individual item responses...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
PeerJ Inc.
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5345827/ https://www.ncbi.nlm.nih.gov/pubmed/28289560 http://dx.doi.org/10.7717/peerj.2987 |
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author | Tomitaka, Shinichiro Kawasaki, Yohei Ide, Kazuki Akutagawa, Maiko Yamada, Hiroshi Yutaka, Ono Furukawa, Toshiaki A. |
author_facet | Tomitaka, Shinichiro Kawasaki, Yohei Ide, Kazuki Akutagawa, Maiko Yamada, Hiroshi Yutaka, Ono Furukawa, Toshiaki A. |
author_sort | Tomitaka, Shinichiro |
collection | PubMed |
description | BACKGROUND: Several recent studies have shown that total scores on depressive symptom measures in a general population approximate an exponential pattern except for the lower end of the distribution. Furthermore, we confirmed that the exponential pattern is present for the individual item responses on the Center for Epidemiologic Studies Depression Scale (CES-D). To confirm the reproducibility of such findings, we investigated the total score distribution and item responses of the Kessler Screening Scale for Psychological Distress (K6) in a nationally representative study. METHODS: Data were drawn from the National Survey of Midlife Development in the United States (MIDUS), which comprises four subsamples: (1) a national random digit dialing (RDD) sample, (2) oversamples from five metropolitan areas, (3) siblings of individuals from the RDD sample, and (4) a national RDD sample of twin pairs. K6 items are scored using a 5-point scale: “none of the time,” “a little of the time,” “some of the time,” “most of the time,” and “all of the time.” The pattern of total score distribution and item responses were analyzed using graphical analysis and exponential regression model. RESULTS: The total score distributions of the four subsamples exhibited an exponential pattern with similar rate parameters. The item responses of the K6 approximated a linear pattern from “a little of the time” to “all of the time” on log-normal scales, while “none of the time” response was not related to this exponential pattern. DISCUSSION: The total score distribution and item responses of the K6 showed exponential patterns, consistent with other depressive symptom scales. |
format | Online Article Text |
id | pubmed-5345827 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | PeerJ Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-53458272017-03-13 Pattern analysis of total item score and item response of the Kessler Screening Scale for Psychological Distress (K6) in a nationally representative sample of US adults Tomitaka, Shinichiro Kawasaki, Yohei Ide, Kazuki Akutagawa, Maiko Yamada, Hiroshi Yutaka, Ono Furukawa, Toshiaki A. PeerJ Epidemiology BACKGROUND: Several recent studies have shown that total scores on depressive symptom measures in a general population approximate an exponential pattern except for the lower end of the distribution. Furthermore, we confirmed that the exponential pattern is present for the individual item responses on the Center for Epidemiologic Studies Depression Scale (CES-D). To confirm the reproducibility of such findings, we investigated the total score distribution and item responses of the Kessler Screening Scale for Psychological Distress (K6) in a nationally representative study. METHODS: Data were drawn from the National Survey of Midlife Development in the United States (MIDUS), which comprises four subsamples: (1) a national random digit dialing (RDD) sample, (2) oversamples from five metropolitan areas, (3) siblings of individuals from the RDD sample, and (4) a national RDD sample of twin pairs. K6 items are scored using a 5-point scale: “none of the time,” “a little of the time,” “some of the time,” “most of the time,” and “all of the time.” The pattern of total score distribution and item responses were analyzed using graphical analysis and exponential regression model. RESULTS: The total score distributions of the four subsamples exhibited an exponential pattern with similar rate parameters. The item responses of the K6 approximated a linear pattern from “a little of the time” to “all of the time” on log-normal scales, while “none of the time” response was not related to this exponential pattern. DISCUSSION: The total score distribution and item responses of the K6 showed exponential patterns, consistent with other depressive symptom scales. PeerJ Inc. 2017-02-09 /pmc/articles/PMC5345827/ /pubmed/28289560 http://dx.doi.org/10.7717/peerj.2987 Text en ©2017 Tomitaka et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited. |
spellingShingle | Epidemiology Tomitaka, Shinichiro Kawasaki, Yohei Ide, Kazuki Akutagawa, Maiko Yamada, Hiroshi Yutaka, Ono Furukawa, Toshiaki A. Pattern analysis of total item score and item response of the Kessler Screening Scale for Psychological Distress (K6) in a nationally representative sample of US adults |
title | Pattern analysis of total item score and item response of the Kessler Screening Scale for Psychological Distress (K6) in a nationally representative sample of US adults |
title_full | Pattern analysis of total item score and item response of the Kessler Screening Scale for Psychological Distress (K6) in a nationally representative sample of US adults |
title_fullStr | Pattern analysis of total item score and item response of the Kessler Screening Scale for Psychological Distress (K6) in a nationally representative sample of US adults |
title_full_unstemmed | Pattern analysis of total item score and item response of the Kessler Screening Scale for Psychological Distress (K6) in a nationally representative sample of US adults |
title_short | Pattern analysis of total item score and item response of the Kessler Screening Scale for Psychological Distress (K6) in a nationally representative sample of US adults |
title_sort | pattern analysis of total item score and item response of the kessler screening scale for psychological distress (k6) in a nationally representative sample of us adults |
topic | Epidemiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5345827/ https://www.ncbi.nlm.nih.gov/pubmed/28289560 http://dx.doi.org/10.7717/peerj.2987 |
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