Pub Date : 2023-06-15eCollection Date: 2023-07-01DOI: 10.1007/s41105-023-00469-x
Kazuo Chin
{"title":"Difficulties and countermeasures in the field of sleep medicine during the pandemic.","authors":"Kazuo Chin","doi":"10.1007/s41105-023-00469-x","DOIUrl":"10.1007/s41105-023-00469-x","url":null,"abstract":"","PeriodicalId":21896,"journal":{"name":"Sleep and Biological Rhythms","volume":"21 1","pages":"261-262"},"PeriodicalIF":1.1,"publicationDate":"2023-06-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10899933/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47245690","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-06-03eCollection Date: 2023-10-01DOI: 10.1007/s41105-023-00465-1
Huan Tang, Huijie Shen, Zhiyun Ji, Yuheng Hu, Wei Wang, Bin Yan
Studies have revealed a possible connection between orexin, narcolepsy, and obstructive sleep apnea (OSA). Orexin has an important role in the maintenance of arousal and wakefulness/sleeping states. To better understand the pathophysiological mechanism of OSA, we used a chronic intermittent hypoxia (CIH) model in mice to mimic OSA. In this way, we explored the effect of CIH on the locomotor activity and orexin system in the hypothalamus, cerebral cortex, and brainstem of mice. Male C57BL/6 J mice (8 weeks) in the CIH group were exposed in a hypoxia chamber for 8 h/day for 28 weeks. The re-oxygenation groups comprised the W2 group and W4 group, which were exposed to 28 weeks of CIH followed by 2 weeks and 4 weeks of re-oxygenation, respectively. The open field test was undertaken to observe locomotor activity. mRNA expression of orexin, orexin receptor type 1 (OX1R), and OX2R mRNA was evaluated by real-time reverse transcription-quantitative polymerase chain reaction. Mice subjected to long-term CIH exhibited significant anxiety-like behavior during the light period, and this behavior lasted until 4 weeks of re-oxygenation. mRNA expression of orexin was upregulated in the hypothalamus. mRNA expression of OX1R mRNA in the cerebral cortex and brainstem was downregulated by CIH. Two weeks and 4 weeks of re-oxygenation could not reverse these alternations. Long-term CIH may induce anxiety-like behavior and re-oxygenation cannot reverse these behavior. Moreover, OX1R has a significant role in the anxiety-related symptoms observed in long-term CIH.
研究发现,奥曲肽与嗜睡症和阻塞性睡眠呼吸暂停(OSA)之间可能存在联系。奥曲肽在维持唤醒和觉醒/睡眠状态方面发挥着重要作用。为了更好地了解 OSA 的病理生理机制,我们使用慢性间歇性缺氧(CIH)模型模拟 OSA。通过这种方法,我们探讨了CIH对小鼠下丘脑、大脑皮层和脑干的运动活动和奥曲肽系统的影响。CIH组的雄性C57BL/6 J小鼠(8周)在缺氧箱中暴露8小时/天,持续28周。复氧组包括 W2 组和 W4 组,分别暴露于 28 周的 CIH 后进行 2 周和 4 周的复氧。实时逆转录-定量聚合酶链反应评估了奥曲肽、奥曲肽受体1型(OX1R)和OX2R mRNA的表达。长期接受CIH治疗的小鼠在光照期间表现出明显的焦虑样行为,这种行为一直持续到重新吸氧4周。两周和四周的复氧不能逆转这些变化。长期CIH可能诱发焦虑样行为,而重新吸氧不能逆转这些行为。此外,OX1R 在长期 CIH 观察到的焦虑相关症状中起着重要作用。
{"title":"Long-term intermittent hypoxia induces anxiety-like behavior and affects expression of orexin and its receptors differently in the mouse brain.","authors":"Huan Tang, Huijie Shen, Zhiyun Ji, Yuheng Hu, Wei Wang, Bin Yan","doi":"10.1007/s41105-023-00465-1","DOIUrl":"10.1007/s41105-023-00465-1","url":null,"abstract":"<p><p>Studies have revealed a possible connection between orexin, narcolepsy, and obstructive sleep apnea (OSA). Orexin has an important role in the maintenance of arousal and wakefulness/sleeping states. To better understand the pathophysiological mechanism of OSA, we used a chronic intermittent hypoxia (CIH) model in mice to mimic OSA. In this way, we explored the effect of CIH on the locomotor activity and orexin system in the hypothalamus, cerebral cortex, and brainstem of mice. Male C57BL/6 J mice (8 weeks) in the CIH group were exposed in a hypoxia chamber for 8 h/day for 28 weeks. The re-oxygenation groups comprised the W2 group and W4 group, which were exposed to 28 weeks of CIH followed by 2 weeks and 4 weeks of re-oxygenation, respectively. The open field test was undertaken to observe locomotor activity. mRNA expression of orexin, orexin receptor type 1 (OX<sub>1</sub>R), and OX<sub>2</sub>R mRNA was evaluated by real-time reverse transcription-quantitative polymerase chain reaction. Mice subjected to long-term CIH exhibited significant anxiety-like behavior during the light period, and this behavior lasted until 4 weeks of re-oxygenation. mRNA expression of orexin was upregulated in the hypothalamus. mRNA expression of OX<sub>1</sub>R mRNA in the cerebral cortex and brainstem was downregulated by CIH. Two weeks and 4 weeks of re-oxygenation could not reverse these alternations. Long-term CIH may induce anxiety-like behavior and re-oxygenation cannot reverse these behavior. Moreover, OX<sub>1</sub>R has a significant role in the anxiety-related symptoms observed in long-term CIH.</p>","PeriodicalId":21896,"journal":{"name":"Sleep and Biological Rhythms","volume":"21 1","pages":"439-446"},"PeriodicalIF":1.1,"publicationDate":"2023-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10899989/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49206476","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-05-30DOI: 10.1007/s41105-023-00467-z
Hanife Kocakaya, Bahar Say
{"title":"Evaluation of emotional dysregulation in patients with restless legs syndrome","authors":"Hanife Kocakaya, Bahar Say","doi":"10.1007/s41105-023-00467-z","DOIUrl":"https://doi.org/10.1007/s41105-023-00467-z","url":null,"abstract":"","PeriodicalId":21896,"journal":{"name":"Sleep and Biological Rhythms","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135643038","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-05-29eCollection Date: 2023-10-01DOI: 10.1007/s41105-023-00468-y
Xiaoran Liu, Mingxing Han, Tongyu Lv, Jun Li, Xueyan Zhang
Eighty patients with chronic insomnia and 50 normal controls were selected. Evaluation scales included Pittsburgh Sleep Quality Index, Dysfunctional Beliefs and Attitudes about Sleep, Montreal Cognitive Assessment, Self-Rating Anxiety Scale, Self-Rating Depression Scale, Ruminative Responses Scale and Social Disability Screening Schedule. All patients and controls underwent whole-brain DTI scanning and Tract-Based Spatial Statistics (TBSS) analysis was performed. Chronic insomnia patients are mainly accompanied by white matter lesions of right posterior thalamic radiation, right sagittal tract, and right upper longitudinal tract. TBSS is helpful in the diagnosis of chronic insomnia and can reflect the changes of cognitive function.
{"title":"TBSS analysis of white matter fasciculus in chronic insomnia and the relationship with sleep quality and cognitive function.","authors":"Xiaoran Liu, Mingxing Han, Tongyu Lv, Jun Li, Xueyan Zhang","doi":"10.1007/s41105-023-00468-y","DOIUrl":"10.1007/s41105-023-00468-y","url":null,"abstract":"<p><p>Eighty patients with chronic insomnia and 50 normal controls were selected. Evaluation scales included Pittsburgh Sleep Quality Index, Dysfunctional Beliefs and Attitudes about Sleep, Montreal Cognitive Assessment, Self-Rating Anxiety Scale, Self-Rating Depression Scale, Ruminative Responses Scale and Social Disability Screening Schedule. All patients and controls underwent whole-brain DTI scanning and Tract-Based Spatial Statistics (TBSS) analysis was performed. Chronic insomnia patients are mainly accompanied by white matter lesions of right posterior thalamic radiation, right sagittal tract, and right upper longitudinal tract. TBSS is helpful in the diagnosis of chronic insomnia and can reflect the changes of cognitive function.</p>","PeriodicalId":21896,"journal":{"name":"Sleep and Biological Rhythms","volume":"21 1","pages":"467-470"},"PeriodicalIF":1.1,"publicationDate":"2023-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10899946/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44180832","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-05-28eCollection Date: 2023-07-01DOI: 10.1007/s41105-023-00466-0
Lien-Chung Wei
{"title":"The impact of shift work and interventions on burnout and insomnia in healthcare professionals.","authors":"Lien-Chung Wei","doi":"10.1007/s41105-023-00466-0","DOIUrl":"10.1007/s41105-023-00466-0","url":null,"abstract":"","PeriodicalId":21896,"journal":{"name":"Sleep and Biological Rhythms","volume":"21 1","pages":"387"},"PeriodicalIF":1.0,"publicationDate":"2023-05-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10899927/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46018320","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-05-19eCollection Date: 2023-10-01DOI: 10.1007/s41105-023-00464-2
Ji-Ye Jeon, Keun Tae Kim, Seo-Yong Lee, Yong Won Cho
Coronavirus disease 2019 (COVID-19) pandemic has caused widespread increase in stress and affected sleep quality and quantity, with up to 30% prevalence of sleep disorders being reported after the declaration of the pandemic. This study aimed to assess perceived changes due to the pandemic in the prevalence of insomnia and excessive daytime sleepiness (EDS) in Korea, and identify the associated factors. An online survey was conducted among 4000 participants (2035 men and 1965 women) aged 20-69 years enrolled using stratified multistage random sampling according to age, sex, and residential area, between January, 2021 and February, 2022. The questionnaire included various items, such as socio-demographics, Insomnia Severity Index, and Epworth Sleepiness Scale (ESS). Insomnia was defined as difficulty falling asleep and difficulty maintaining sleep more than twice a week. EDS was classified as an ESS score ≥ 11. Insomnia was reported by 32.9% (n = 1316) of the participants (37.3% among women and 28.6% among men). Multivariate logistic regression revealed that insomnia was associated with female sex [odds ratio (OR) = 1.526, 95% confidence interval (CI) = 1.297-1.796], night workers (OR 1.561, 95% CI 1.160-2.101), and being unmarried (OR 1.256, 95% CI 1.007-1.566). EDS was reported by 12.8% (n = 510) of the participants (14.7% among men and 10.7% among women). EDS was associated with male sex (OR 1.333, 95% CI 1.062-1.674), and being employed (OR 1.292, 95% CI 1.017-1.641). During the COVID-19 pandemic, the prevalence of insomnia increased in Korea, while there was no significant change in EDS compared with pre-pandemic evidence.
{"title":"Insomnia during coronavirus disease 2019 pandemic in Korea: a National sleep survey.","authors":"Ji-Ye Jeon, Keun Tae Kim, Seo-Yong Lee, Yong Won Cho","doi":"10.1007/s41105-023-00464-2","DOIUrl":"10.1007/s41105-023-00464-2","url":null,"abstract":"<p><p>Coronavirus disease 2019 (COVID-19) pandemic has caused widespread increase in stress and affected sleep quality and quantity, with up to 30% prevalence of sleep disorders being reported after the declaration of the pandemic. This study aimed to assess perceived changes due to the pandemic in the prevalence of insomnia and excessive daytime sleepiness (EDS) in Korea, and identify the associated factors. An online survey was conducted among 4000 participants (2035 men and 1965 women) aged 20-69 years enrolled using stratified multistage random sampling according to age, sex, and residential area, between January, 2021 and February, 2022. The questionnaire included various items, such as socio-demographics, Insomnia Severity Index, and Epworth Sleepiness Scale (ESS). Insomnia was defined as difficulty falling asleep and difficulty maintaining sleep more than twice a week. EDS was classified as an ESS score ≥ 11. Insomnia was reported by 32.9% (<i>n</i> = 1316) of the participants (37.3% among women and 28.6% among men). Multivariate logistic regression revealed that insomnia was associated with female sex [odds ratio (OR) = 1.526, 95% confidence interval (CI) = 1.297-1.796], night workers (OR 1.561, 95% CI 1.160-2.101), and being unmarried (OR 1.256, 95% CI 1.007-1.566). EDS was reported by 12.8% (<i>n</i> = 510) of the participants (14.7% among men and 10.7% among women). EDS was associated with male sex (OR 1.333, 95% CI 1.062-1.674), and being employed (OR 1.292, 95% CI 1.017-1.641). During the COVID-19 pandemic, the prevalence of insomnia increased in Korea, while there was no significant change in EDS compared with pre-pandemic evidence.</p>","PeriodicalId":21896,"journal":{"name":"Sleep and Biological Rhythms","volume":" ","pages":"431–438"},"PeriodicalIF":1.1,"publicationDate":"2023-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10196317/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9772665","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-05-06eCollection Date: 2023-07-01DOI: 10.1007/s41105-023-00463-3
Xianchen Liu, Bin Zhang
{"title":"Is gradual sleep extension effective for social jetlag in adolescents and college students?","authors":"Xianchen Liu, Bin Zhang","doi":"10.1007/s41105-023-00463-3","DOIUrl":"10.1007/s41105-023-00463-3","url":null,"abstract":"","PeriodicalId":21896,"journal":{"name":"Sleep and Biological Rhythms","volume":"21 1","pages":"263-264"},"PeriodicalIF":1.0,"publicationDate":"2023-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10899984/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42039768","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
[This corrects the article DOI: 10.1007/s41105-020-00262-0.].
[此处更正了文章 DOI:10.1007/s41105-020-00262-0]。
{"title":"Correction to: Decreased sustained attention, processing speed and verbal learning memory in patients with insomnia in Chinese young and middle-aged adults: a cross-sectional study.","authors":"Xie Chen, Cai-Lan Hou, Shi-Bin Wang, Zhuo-Hui Huang, Ying-Hua Huang, Xue-Li Li, Fu-Jun Jia","doi":"10.1007/s41105-023-00462-4","DOIUrl":"10.1007/s41105-023-00462-4","url":null,"abstract":"<p><p>[This corrects the article DOI: 10.1007/s41105-020-00262-0.].</p>","PeriodicalId":21896,"journal":{"name":"Sleep and Biological Rhythms","volume":"21 1","pages":"389-390"},"PeriodicalIF":1.1,"publicationDate":"2023-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10899940/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42728206","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Health effects of weekend catch-up sleep (CUS) could differ depending on both the ability to obtain sufficient sleep during weekdays and amount of weekend CUS required to compensate for sleep lost during the week. Using data from 3128 middle-aged (40-64 years) participants of the Sleep Heart Health Study, we examined the longitudinal association of these two aspects of sleep with all-cause mortality. CUS was calculated as the difference in self-reported habitual sleep duration between weekends and weekdays, and classified into no, short (1 h), and long (2 h or more) CUS. Polysomnography-measured total sleep time, representing the ability to obtain sufficient sleep, was classified into short (< 360 min) or normal (≥ 360 min) sleep durations. We estimated multivariable-adjusted mortality hazard ratios (HRs) and 95% confidence intervals (CIs) for six groups divided by the extent of CUS and sleep duration. Participants were followed up for a median (interquartile range) of 12.3 (11.3-13.5) years. Short weekend CUS with normal sleep duration was associated with lower mortality compared to no CUS with normal sleep duration (HR, 0.48; 95% CI 0.27-0.83). When stricter cutoffs were applied for sleep durations, while the protective effect of short CUS with normal sleep duration (≥ 390 min) was strengthened (HR, 0.36; 95% CI 0.17-0.78), the harmful effect of short CUS with short sleep duration (< 330 min) emerged (HR, 1.84; 95% CI 1.08-3.14). Results highlight the importance of balancing sleep ability and CUS. Sufficient sleep may reduce weekday sleep debt and only a short CUS would be required on weekends, improving mortality in middle-aged adults.
Supplementary information: The online version contains supplementary material available at 10.1007/s41105-023-00460-6.
周末补觉(CUS)对健康的影响可能因平日获得充足睡眠的能力和周末补觉的量而异。我们利用睡眠心脏健康研究(Sleep Heart Health Study)3128 名中年(40-64 岁)参与者的数据,研究了睡眠的这两个方面与全因死亡率的纵向关系。CUS的计算方法是自我报告的习惯性睡眠时间在周末和工作日之间的差异,分为无CUS、短CUS(1小时)和长CUS(2小时或以上)。多导睡眠监测仪测得的总睡眠时间代表获得充足睡眠的能力,分为短睡眠时间(补充资料:在线版本包含补充材料,可在 10.1007/s41105-023-00460-6 上查阅。
{"title":"A prospective study of the association of weekend catch-up sleep and sleep duration with mortality in middle-aged adults.","authors":"Takuya Yoshiike, Aoi Kawamura, Tomohiro Utsumi, Kentaro Matsui, Kenichi Kuriyama","doi":"10.1007/s41105-023-00460-6","DOIUrl":"10.1007/s41105-023-00460-6","url":null,"abstract":"<p><p>Health effects of weekend catch-up sleep (CUS) could differ depending on both the ability to obtain sufficient sleep during weekdays and amount of weekend CUS required to compensate for sleep lost during the week. Using data from 3128 middle-aged (40-64 years) participants of the Sleep Heart Health Study, we examined the longitudinal association of these two aspects of sleep with all-cause mortality. CUS was calculated as the difference in self-reported habitual sleep duration between weekends and weekdays, and classified into no, short (1 h), and long (2 h or more) CUS. Polysomnography-measured total sleep time, representing the ability to obtain sufficient sleep, was classified into short (< 360 min) or normal (≥ 360 min) sleep durations. We estimated multivariable-adjusted mortality hazard ratios (HRs) and 95% confidence intervals (CIs) for six groups divided by the extent of CUS and sleep duration. Participants were followed up for a median (interquartile range) of 12.3 (11.3-13.5) years. Short weekend CUS with normal sleep duration was associated with lower mortality compared to no CUS with normal sleep duration (HR, 0.48; 95% CI 0.27-0.83). When stricter cutoffs were applied for sleep durations, while the protective effect of short CUS with normal sleep duration (≥ 390 min) was strengthened (HR, 0.36; 95% CI 0.17-0.78), the harmful effect of short CUS with short sleep duration (< 330 min) emerged (HR, 1.84; 95% CI 1.08-3.14). Results highlight the importance of balancing sleep ability and CUS. Sufficient sleep may reduce weekday sleep debt and only a short CUS would be required on weekends, improving mortality in middle-aged adults.</p><p><strong>Supplementary information: </strong>The online version contains supplementary material available at 10.1007/s41105-023-00460-6.</p>","PeriodicalId":21896,"journal":{"name":"Sleep and Biological Rhythms","volume":"21 1","pages":"409-418"},"PeriodicalIF":1.1,"publicationDate":"2023-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10900010/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47018759","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-05-05eCollection Date: 2023-10-01DOI: 10.1007/s41105-023-00459-z
Changjun Lee, Cheongho Na, Keungoui Kim
This study aimed to answer the question of how media users will reallocate their sleep time when their main content channel changes from real-time broadcasting to selective viewing through the over-the-top (OTT) media streaming service. To draw a causal inference between OTT consumption and sleep patterns, the difference-in-difference (DID) estimation method was applied. With the DID approach, a clear distinction between treatment and control groups is essential because the main treatment effects can be screened by the compounding effects. While the conventional way of dividing two groups relies on the selection of limited variables, this study adopted random forest nearest-neighbor propensity score matching based on a machine learning algorithm to divide the two groups. This allows for meticulous matching of the two groups except for treatment. Results show that watching OTT late at night has a significant effect on reducing the total sleep duration on average by about 18-20 min (maximum about 30 min at 95% confidence level) and delaying bedtime by about 18 min (maximum about 26 min at 95% confidence level). This study showed that the selective viewing of content through OTT has the advantage of widening the range of content choices for media users and helping in arranging their time more autonomously, but watching content through OTT late at night leads to media users' departure from the existing sleep routine.
本研究旨在回答这样一个问题:当媒体用户的主要内容渠道从实时广播转变为通过OTT流媒体服务进行选择性观看时,他们将如何重新分配睡眠时间。为了得出 OTT 消费与睡眠模式之间的因果推论,我们采用了差分估计法(DID)。在 DID 方法中,明确区分治疗组和对照组至关重要,因为主要的治疗效果可能会被复合效果所屏蔽。传统的两组划分方法依赖于有限变量的选择,而本研究则采用了基于机器学习算法的随机森林近邻倾向得分匹配法来划分两组。这样,除了治疗方法外,两组的匹配都很细致。结果表明,深夜观看 OTT 对总睡眠时间平均减少约 18-20 分钟(95% 置信度下最长约 30 分钟)和推迟入睡时间约 18 分钟(95% 置信度下最长约 26 分钟)有显著影响。研究結果顯示,媒體用戶透過 OTT 選擇性地觀看內容,其好處是可擴闊內容的選擇範圍,有助他們更自主地安排時間,但在深夜透過 OTT 觀看內容,會導致媒體用戶偏離現有的睡眠習慣。
{"title":"The effect of watching OTT late at night on the sleep pattern of users.","authors":"Changjun Lee, Cheongho Na, Keungoui Kim","doi":"10.1007/s41105-023-00459-z","DOIUrl":"10.1007/s41105-023-00459-z","url":null,"abstract":"<p><p>This study aimed to answer the question of how media users will reallocate their sleep time when their main content channel changes from real-time broadcasting to selective viewing through the over-the-top (OTT) media streaming service. To draw a causal inference between OTT consumption and sleep patterns, the difference-in-difference (DID) estimation method was applied. With the DID approach, a clear distinction between treatment and control groups is essential because the main treatment effects can be screened by the compounding effects. While the conventional way of dividing two groups relies on the selection of limited variables, this study adopted random forest nearest-neighbor propensity score matching based on a machine learning algorithm to divide the two groups. This allows for meticulous matching of the two groups except for treatment. Results show that watching OTT late at night has a significant effect on reducing the total sleep duration on average by about 18-20 min (maximum about 30 min at 95% confidence level) and delaying bedtime by about 18 min (maximum about 26 min at 95% confidence level). This study showed that the selective viewing of content through OTT has the advantage of widening the range of content choices for media users and helping in arranging their time more autonomously, but watching content through OTT late at night leads to media users' departure from the existing sleep routine.</p>","PeriodicalId":21896,"journal":{"name":"Sleep and Biological Rhythms","volume":"21 1","pages":"395-407"},"PeriodicalIF":1.1,"publicationDate":"2023-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10899951/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44398828","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}