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Network analysis to estimate central insomnia symptoms among daytime workers at-risk for insomnia
Although insomnia complaints are associated with mental health problems and reduced work productivity, the central insomnia symptoms in workers at-risk for insomnia remain unclear. This study aimed to identify the central insomnia symptoms among daytime workers at risk for insomnia. The participants...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10542340/ https://www.ncbi.nlm.nih.gov/pubmed/37775548 http://dx.doi.org/10.1038/s41598-023-43802-7 |
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author | Takano, Yuta Ibata, Rui Nakano, Norihito Sakano, Yuji |
author_facet | Takano, Yuta Ibata, Rui Nakano, Norihito Sakano, Yuji |
author_sort | Takano, Yuta |
collection | PubMed |
description | Although insomnia complaints are associated with mental health problems and reduced work productivity, the central insomnia symptoms in workers at-risk for insomnia remain unclear. This study aimed to identify the central insomnia symptoms among daytime workers at risk for insomnia. The participants were 881 Japanese daytime workers at-risk for insomnia with a mean age of 49.33 ± 9.92 years. At-risk for insomnia was defined as an Athens Insomnia Scale score of six or higher. The Athens Insomnia Scale was used as a screening for at-risk insomnia because it has higher sensitivity and specificity than other insomnia screening scales. The Insomnia Severity Index is recommended as a mechanism of insomnia and an outcome measure; therefore, a network analysis was conducted with the seven items of the Insomnia Severity Index. The important variables in the connections between insomnia symptoms were estimated from centrality indices, which were interpretable only for strength. The strength value results suggest that difficulty staying asleep and worry about sleep problems were the central insomnia symptoms. The connections were stronger for difficulty staying asleep and problem waking up too early, difficulty staying asleep and difficulty falling asleep, and interference with daytime functions and noticeable to others. Worry about sleep problems was strongly associated with variables other than nocturnal insomnia symptoms. Therefore, difficulty staying asleep and worry about sleep problems are important variables in daytime workers at-risk for insomnia and are key points for improvement or exacerbation of insomnia symptoms. |
format | Online Article Text |
id | pubmed-10542340 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-105423402023-10-03 Network analysis to estimate central insomnia symptoms among daytime workers at-risk for insomnia Takano, Yuta Ibata, Rui Nakano, Norihito Sakano, Yuji Sci Rep Article Although insomnia complaints are associated with mental health problems and reduced work productivity, the central insomnia symptoms in workers at-risk for insomnia remain unclear. This study aimed to identify the central insomnia symptoms among daytime workers at risk for insomnia. The participants were 881 Japanese daytime workers at-risk for insomnia with a mean age of 49.33 ± 9.92 years. At-risk for insomnia was defined as an Athens Insomnia Scale score of six or higher. The Athens Insomnia Scale was used as a screening for at-risk insomnia because it has higher sensitivity and specificity than other insomnia screening scales. The Insomnia Severity Index is recommended as a mechanism of insomnia and an outcome measure; therefore, a network analysis was conducted with the seven items of the Insomnia Severity Index. The important variables in the connections between insomnia symptoms were estimated from centrality indices, which were interpretable only for strength. The strength value results suggest that difficulty staying asleep and worry about sleep problems were the central insomnia symptoms. The connections were stronger for difficulty staying asleep and problem waking up too early, difficulty staying asleep and difficulty falling asleep, and interference with daytime functions and noticeable to others. Worry about sleep problems was strongly associated with variables other than nocturnal insomnia symptoms. Therefore, difficulty staying asleep and worry about sleep problems are important variables in daytime workers at-risk for insomnia and are key points for improvement or exacerbation of insomnia symptoms. Nature Publishing Group UK 2023-09-29 /pmc/articles/PMC10542340/ /pubmed/37775548 http://dx.doi.org/10.1038/s41598-023-43802-7 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Takano, Yuta Ibata, Rui Nakano, Norihito Sakano, Yuji Network analysis to estimate central insomnia symptoms among daytime workers at-risk for insomnia |
title | Network analysis to estimate central insomnia symptoms among daytime workers at-risk for insomnia |
title_full | Network analysis to estimate central insomnia symptoms among daytime workers at-risk for insomnia |
title_fullStr | Network analysis to estimate central insomnia symptoms among daytime workers at-risk for insomnia |
title_full_unstemmed | Network analysis to estimate central insomnia symptoms among daytime workers at-risk for insomnia |
title_short | Network analysis to estimate central insomnia symptoms among daytime workers at-risk for insomnia |
title_sort | network analysis to estimate central insomnia symptoms among daytime workers at-risk for insomnia |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10542340/ https://www.ncbi.nlm.nih.gov/pubmed/37775548 http://dx.doi.org/10.1038/s41598-023-43802-7 |
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