Network analysis to estimate central insomnia symptoms among daytime workers at-risk for insomnia

被引:2
|
作者
Takano, Yuta [1 ,2 ]
Ibata, Rui [3 ,4 ]
Nakano, Norihito [5 ]
Sakano, Yuji [6 ]
机构
[1] Tokyo Med Univ, Dept Somnol, 5-10-10 Yoyogi,Shibuya Ku, Tokyo 1608402, Japan
[2] Neuropsychiat Res Inst, Japan Somnol Ctr, Tokyo, Japan
[3] Hlth Sci Univ Hokkaido, Grad Sch Psychol Sci, Tobetsu, Hokkaido, Japan
[4] Goryokai Med Corp, Sapporo, Hokkaido, Japan
[5] Hlth Sci Univ Hokkaido, Sch Psychol Sci, Tobetsu, Hokkaido, Japan
[6] Goryokai Med Corp, Sapporo CBT & EAP Ctr, Sapporo, Hokkaido, Japan
关键词
VALIDATION; DEPRESSION; ANXIETY;
D O I
10.1038/s41598-023-43802-7
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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.
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页数:8
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