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Optimal Cutoff Values of WHO-HPQ Presenteeism Scores by ROC Analysis for Preventing Mental Sickness Absence in Japanese Prospective Cohort

OBJECTIVES: Sickness absence due to mental disease in the workplace has become a global public health problem. Previous studies report that sickness presenteeism is associated with sickness absence. We aimed to determine optimal cutoff scores for presenteeism in the screening of the future absences...

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Autores principales: Suzuki, Tomoko, Miyaki, Koichi, Sasaki, Yasuharu, Song, Yixuan, Tsutsumi, Akizumi, Kawakami, Norito, Shimazu, Akihito, Takahashi, Masaya, Inoue, Akiomi, Kurioka, Sumiko, Shimbo, Takuro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4207778/
https://www.ncbi.nlm.nih.gov/pubmed/25340520
http://dx.doi.org/10.1371/journal.pone.0111191
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author Suzuki, Tomoko
Miyaki, Koichi
Sasaki, Yasuharu
Song, Yixuan
Tsutsumi, Akizumi
Kawakami, Norito
Shimazu, Akihito
Takahashi, Masaya
Inoue, Akiomi
Kurioka, Sumiko
Shimbo, Takuro
author_facet Suzuki, Tomoko
Miyaki, Koichi
Sasaki, Yasuharu
Song, Yixuan
Tsutsumi, Akizumi
Kawakami, Norito
Shimazu, Akihito
Takahashi, Masaya
Inoue, Akiomi
Kurioka, Sumiko
Shimbo, Takuro
author_sort Suzuki, Tomoko
collection PubMed
description OBJECTIVES: Sickness absence due to mental disease in the workplace has become a global public health problem. Previous studies report that sickness presenteeism is associated with sickness absence. We aimed to determine optimal cutoff scores for presenteeism in the screening of the future absences due to mental disease. METHODS: A prospective study of 2195 Japanese employees from all areas of Japan was conducted. Presenteeism and depression were measured by the validated Japanese version of the World Health Organization Health and Work Performance Questionnaire (WHO-HPQ) and K6 scale, respectively. Absence due to mental disease across a 2-year follow-up was surveyed using medical certificates obtained for work absence. Socioeconomic status was measured via a self-administered questionnaire. Receiver operating curve (ROC) analysis was used to determine optimal cutoff scores for absolute and relative presenteeism in relation to the area under the curve (AUC), sensitivity, and specificity. RESULTS: The AUC values for absolute and relative presenteeism were 0.708 (95% CI, 0.618–0.797) and 0.646 (95% CI, 0.546–0.746), respectively. Optimal cutoff scores of absolute and relative presenteeism were 40 and 0.8, respectively. With multivariate adjustment, cohort participants with our proposal cutoff scores for absolute and relative presenteeism were significantly more likely to be absent due to mental disease (OR = 4.85, 95% CI: 2.20–10.73 and OR = 5.37, 95% CI: 2.42–11.93, respectively). The inclusion or exclusion of depressive symptoms (K6≥13) at baseline in the multivariate adjustment did not influence the results. CONCLUSIONS: Our proposed optimal cutoff scores of absolute and relative presenteeism are 40 and 0.8, respectively. Participants who scored worse than the cutoff scores for presenteeism were significantly more likely to be absent in future because of mental disease. Our findings suggest that the utility of presenteeism in the screening of sickness absence due to mental disease would help prevent such an absence.
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spelling pubmed-42077782014-10-27 Optimal Cutoff Values of WHO-HPQ Presenteeism Scores by ROC Analysis for Preventing Mental Sickness Absence in Japanese Prospective Cohort Suzuki, Tomoko Miyaki, Koichi Sasaki, Yasuharu Song, Yixuan Tsutsumi, Akizumi Kawakami, Norito Shimazu, Akihito Takahashi, Masaya Inoue, Akiomi Kurioka, Sumiko Shimbo, Takuro PLoS One Research Article OBJECTIVES: Sickness absence due to mental disease in the workplace has become a global public health problem. Previous studies report that sickness presenteeism is associated with sickness absence. We aimed to determine optimal cutoff scores for presenteeism in the screening of the future absences due to mental disease. METHODS: A prospective study of 2195 Japanese employees from all areas of Japan was conducted. Presenteeism and depression were measured by the validated Japanese version of the World Health Organization Health and Work Performance Questionnaire (WHO-HPQ) and K6 scale, respectively. Absence due to mental disease across a 2-year follow-up was surveyed using medical certificates obtained for work absence. Socioeconomic status was measured via a self-administered questionnaire. Receiver operating curve (ROC) analysis was used to determine optimal cutoff scores for absolute and relative presenteeism in relation to the area under the curve (AUC), sensitivity, and specificity. RESULTS: The AUC values for absolute and relative presenteeism were 0.708 (95% CI, 0.618–0.797) and 0.646 (95% CI, 0.546–0.746), respectively. Optimal cutoff scores of absolute and relative presenteeism were 40 and 0.8, respectively. With multivariate adjustment, cohort participants with our proposal cutoff scores for absolute and relative presenteeism were significantly more likely to be absent due to mental disease (OR = 4.85, 95% CI: 2.20–10.73 and OR = 5.37, 95% CI: 2.42–11.93, respectively). The inclusion or exclusion of depressive symptoms (K6≥13) at baseline in the multivariate adjustment did not influence the results. CONCLUSIONS: Our proposed optimal cutoff scores of absolute and relative presenteeism are 40 and 0.8, respectively. Participants who scored worse than the cutoff scores for presenteeism were significantly more likely to be absent in future because of mental disease. Our findings suggest that the utility of presenteeism in the screening of sickness absence due to mental disease would help prevent such an absence. Public Library of Science 2014-10-23 /pmc/articles/PMC4207778/ /pubmed/25340520 http://dx.doi.org/10.1371/journal.pone.0111191 Text en © 2014 Suzuki 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, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Suzuki, Tomoko
Miyaki, Koichi
Sasaki, Yasuharu
Song, Yixuan
Tsutsumi, Akizumi
Kawakami, Norito
Shimazu, Akihito
Takahashi, Masaya
Inoue, Akiomi
Kurioka, Sumiko
Shimbo, Takuro
Optimal Cutoff Values of WHO-HPQ Presenteeism Scores by ROC Analysis for Preventing Mental Sickness Absence in Japanese Prospective Cohort
title Optimal Cutoff Values of WHO-HPQ Presenteeism Scores by ROC Analysis for Preventing Mental Sickness Absence in Japanese Prospective Cohort
title_full Optimal Cutoff Values of WHO-HPQ Presenteeism Scores by ROC Analysis for Preventing Mental Sickness Absence in Japanese Prospective Cohort
title_fullStr Optimal Cutoff Values of WHO-HPQ Presenteeism Scores by ROC Analysis for Preventing Mental Sickness Absence in Japanese Prospective Cohort
title_full_unstemmed Optimal Cutoff Values of WHO-HPQ Presenteeism Scores by ROC Analysis for Preventing Mental Sickness Absence in Japanese Prospective Cohort
title_short Optimal Cutoff Values of WHO-HPQ Presenteeism Scores by ROC Analysis for Preventing Mental Sickness Absence in Japanese Prospective Cohort
title_sort optimal cutoff values of who-hpq presenteeism scores by roc analysis for preventing mental sickness absence in japanese prospective cohort
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4207778/
https://www.ncbi.nlm.nih.gov/pubmed/25340520
http://dx.doi.org/10.1371/journal.pone.0111191
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