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Scoping review of the measurement of care environment factors that impact sleep in the rehabilitation, subacute, and aged care settings. 对康复、亚急性和老年护理环境中影响睡眠的护理环境因素测量的范围综述。
Pub Date : 2025-05-05 eCollection Date: 2025-04-01 DOI: 10.1093/sleepadvances/zpaf011
Olivia B Ogilvy Dunstan, Leila Shafiee Hanjani, Francisca Rodriguez, Veronica Garcia-Hansen, Ruth E Hubbard, Adrienne Young, Claire M Ellender

Study objectives: Unfamiliar environments are often poorly conducive to quality sleep, especially for patients within health and aged care settings. This scoping review aims to map available evidence regarding the sleep environment in rehabilitation, subacute, and aged care settings. It examines how these factors are measured and seeks to identify any reported standard metrics, guidelines, or methodologies.

Methods: Searches were conducted within PubMed, EMBASE, Cochrane Library, Cumulated Index to Nursing and Allied Health Literature, PsycINFO, and Web of Science from database inception to May 2023. Eligibility criteria included original studies of any design reporting on the measurement properties of care environment factors affecting the sleep of adult patients admitted to rehabilitation, subacute wards, and aged care facilities.

Results: Seventy-four studies were reviewed that included 5055 participants, mostly (78.4%, 58/74) from aged care facilities. From 102 identified care environment factors, the spectral measurements of light were most reported (65.7%, 67/102), with methodologies varying from actigraphy and illuminance meters to pendant-style light monitors. Other environmental factors (sound, temperature, and air quality/humidity), room characteristics (mattress/bedding, room cohabitation), and hospital functioning (imposed schedules) were measured considerably less often and displayed similar variations in reported units and devices. Eighteen studies reported international, national, and methodological standards or guidelines.

Conclusions: This review provides a comprehensive overview of the care environment factors affecting sleep studied within rehabilitation, subacute, and aged care settings. Various units and devices were used in measuring these factors, and standard metrics and methodology were not consistently used. Future care environment studies incorporating interventions that employ standardized devices, units, and methodologies, will thereby enhance the reliability and comparability of findings within this field.

研究目的:不熟悉的环境往往不利于高质量的睡眠,特别是对于健康和老年护理机构的患者。本综述的目的是绘制关于康复、亚急性和老年护理环境中睡眠环境的现有证据。它检查了这些因素是如何测量的,并试图确定任何报告的标准度量、指导方针或方法。方法:检索PubMed、EMBASE、Cochrane图书馆、护理与相关健康文献累积索引、PsycINFO和Web of Science自数据库建立至2023年5月。入选标准包括对康复病房、亚急性病房和老年护理机构的成年患者睡眠影响的护理环境因素测量特性的任何设计报告的原始研究。结果:我们回顾了74项研究,包括5055名参与者,其中大多数(78.4%,58/74)来自老年护理机构。在102个确定的护理环境因素中,光谱测量光的报道最多(65.7%,67/102),方法从活动记录仪和照度计到挂式光监测仪不等。其他环境因素(声音、温度和空气质量/湿度)、房间特征(床垫/床上用品、房间同居)和医院功能(强制时间表)的测量频率要低得多,并且在报告的单位和设备中显示出类似的变化。18项研究报告了国际、国家和方法标准或指南。结论:本综述对康复、亚急性和老年护理环境中影响睡眠的护理环境因素进行了全面概述。在测量这些因素时使用了各种单位和设备,标准度量和方法并未一致使用。未来的护理环境研究纳入采用标准化设备、单位和方法的干预措施,从而提高该领域研究结果的可靠性和可比性。
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引用次数: 0
White matter microstructure statistically mediates associations between circadian rest/activity rhythms and cognition in older adults. 白质微观结构在统计上介导了老年人昼夜休息/活动节律与认知之间的关联。
Pub Date : 2025-05-05 eCollection Date: 2025-04-01 DOI: 10.1093/sleepadvances/zpaf027
Daniel D Callow, Corinne Pettigrew, Vadim Zipunnikov, Sarah K Wanigatunga, Marilyn Albert, Arnold Bakker, Anja Soldan, Adam P Spira

Aging is associated with disruptions in circadian rhythms, lower brain white matter integrity, and cognitive changes. However, whether white matter integrity serves as a potential mechanism linking circadian dysfunction to age-related cognitive abilities in older adults is unclear. We investigated cross-sectional associations of actigraphic circadian rest/activity rhythms (RARs) with whole-brain white matter tract fractional anisotropy (FA) and executive function performance in 156 older adults without dementia from the BIOCARD study (mean age = 71.3 years, including 19 with mild cognitive impairment and 137 cognitively unimpaired). We studied non-parametric metrics of RAR strength (relative amplitude [RA]), day-to-day stability (interdaily stability [IS]), and fragmentation (intradaily variability [IV]). After adjusting for age, sex, education, APOE-e4 genotype, vascular risk, and diagnostic group, we found that greater rhythm strength (higher RA) was associated with better executive function. Additionally, higher rhythm strength (RA) and stability (IS) were associated with greater whole-brain FA, reflecting better white matter integrity, whereas greater fragmentation (IV) was associated with lower FA. Greater white matter integrity was also associated with better executive function and statistically mediated the association of higher RA with better executive function performance. Findings underscore the relationships between RAR strength and cognitive health in older adults and suggest that white matter integrity may be a key mechanism underlying these associations.

衰老与昼夜节律紊乱、脑白质完整性降低和认知变化有关。然而,白质完整性是否作为联系老年人昼夜节律障碍与年龄相关认知能力的潜在机制尚不清楚。我们研究了来自BIOCARD研究的156名无痴呆老年人(平均年龄= 71.3岁,包括19名轻度认知障碍和137名认知未受损)的活动昼夜节律(RARs)与全脑白质道分数各向异性(FA)和执行功能表现的横断面关联。我们研究了RAR强度(相对振幅[RA])、日稳定性(日间稳定性[IS])和碎片化(日内变异性[IV])的非参数指标。在调整了年龄、性别、教育程度、APOE-e4基因型、血管风险和诊断组后,我们发现心律强度越大(RA越高)与执行功能越好相关。此外,更高的节律强度(RA)和稳定性(IS)与更大的全脑FA相关,反映了更好的白质完整性,而更大的碎片化(IV)与更低的FA相关。更大的白质完整性也与更好的执行功能相关,并且在统计上介导了更高的RA与更好的执行功能表现的关联。研究结果强调了老年人RAR强度与认知健康之间的关系,并表明白质完整性可能是这些关联的关键机制。
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引用次数: 0
The impact of insufficient sleep on the serial reproduction of information. 睡眠不足对信息连续再现的影响。
Pub Date : 2025-05-04 eCollection Date: 2025-04-01 DOI: 10.1093/sleepadvances/zpaf026
David L Dickinson, Sean P A Drummond

Story retelling is an important form of communication, cultural practice, and message transmission. Insufficient sleep is known to affect relevant cognitive skill areas necessary for story retelling or transmission fidelity. We conducted a preregistered randomized cross-over study on n = 155 young adults with exogenously assigned nightly sleep levels experienced in their at-home environments. A serial story reproduction task was administered online, and chains of up to three retells of a given story involved varied numbers of sleep restricted (SR) versus well-rested (WR) retellers. While story content decayed with each retell, group-level analysis showed that additional SR retellers in a chain was associated with greater decay, which mostly resulted from the introduction of an initial SR reteller at the first retell. Supporting the group-level effect, individual-level analysis confirmed that the number of details and the story's key event were significantly less preserved during a participant's SR treatment week. Exploratory analysis showed an attenuation of this effect in those reporting a higher level of affective response (interest or surprise) in the story. This suggests that emotional engagement can combat the deleterious effects of SR on successful story retelling, and perhaps on other types of content recollection.

故事复述是一种重要的交际、文化实践和信息传递形式。众所周知,睡眠不足会影响故事复述或传播保真度所必需的相关认知技能领域。我们进行了一项预先登记的随机交叉研究,研究对象为n = 155名年轻成年人,他们在家庭环境中经历了外源分配的夜间睡眠水平。研究人员在网上进行了一项连续的故事复述任务,并对一个给定的故事进行多达三次的复述,其中包括不同数量的睡眠受限(SR)和休息良好(WR)的复述者。虽然故事内容会随着每次复述而衰减,但群体层面的分析表明,链条中额外的SR复述者与更大的衰减相关,这主要是由于在第一次复述时引入了初始SR复述者。支持群体水平效应,个体水平分析证实,在参与者的SR治疗周期间,细节和故事关键事件的数量明显减少。探索性分析显示,在那些对故事表现出较高程度情感反应(兴趣或惊讶)的人身上,这种影响有所减弱。这表明,情感投入可以对抗SR对成功复述故事的有害影响,也许对其他类型的内容回忆也是如此。
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引用次数: 0
We choose to go. 我们选择离开。
Pub Date : 2025-04-19 eCollection Date: 2025-04-01 DOI: 10.1093/sleepadvances/zpaf024
Ralph Lydic
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引用次数: 0
Sleep duration associated with altered oral microbiome diversity and composition in the NIH AARP cohort. 在NIH AARP队列中,睡眠时间与口腔微生物群多样性和组成的改变有关。
Pub Date : 2025-04-17 eCollection Date: 2025-04-01 DOI: 10.1093/sleepadvances/zpaf023
Kathryn R Dalton, Vicky C Chang, Mikyeong Lee, Katherine Maki, Pedro Saint-Maurice, Vaishnavi Purandare, Xing Hua, Yunhu Wan, Casey L Dagnall, Kristine Jones, Belynda D Hicks, Amy Hutchinson, Linda M Liao, Mitchell H Gail, Jianxin Shi, Rashmi Sinha, Christian C Abnet, Stephanie J London, Emily Vogtmann

Study objectives: The microbiome is proposed as a contributor to the adverse health impacts from altered sleep. The oral microbiome is a multifaceted microbial community that influences many health functions. However, data on the relationship between sleep and the oral microbiome are limited, and no studies have incorporated lifestyle and environmental exposures.

Methods: Within a subset (N=1,139) of the NIH-AARP cohort, we examined the association between self-reported sleep duration and the oral microbiome via 16S rRNA gene amplicon sequencing. Statistical models were adjusted for demographic characteristics. Additional models examined the role of various lifestyle and neighborhood exposures on the sleep-oral microbiome association.

Results: Compared to participants reporting the recommended 7-8 hours average sleep duration (n=702), those reporting short sleep (6 or fewer hours, n=284) had consistently decreased within-sample oral microbial diversity [e.g. number of observed amplicon sequence variants difference -8.681, p-value=0.009]. Several bacterial genera were more likely to be absent in the short sleep group. We found a higher relative abundance of Streptococcus and Rothia, and lower abundance of Fusobacterium, Atopobium, and Campylobacter in the short compared to the recommended sleep duration group. Results were consistent when controlling for lifestyle and neighborhood factors.

Conclusions: Our findings provide evidence for an association of short sleep duration with oral microbial diversity and composition. This suggests that oral bacteria may play a possible mechanistic role related to sleep health. Improved understanding of physiological pathways can aid in the design of interventions that may beneficially improve overall sleep health.

研究目的:微生物群被认为是睡眠改变对健康不利影响的一个因素。口腔微生物群是一个多方面的微生物群落,影响许多健康功能。然而,关于睡眠和口腔微生物群之间关系的数据有限,而且没有研究将生活方式和环境暴露结合起来。方法:在NIH-AARP队列的一个子集(N= 1139)中,我们通过16S rRNA基因扩增子测序检查了自我报告的睡眠时间与口腔微生物组之间的关系。统计模型根据人口统计学特征进行了调整。其他模型研究了各种生活方式和社区暴露对睡眠-口腔微生物组关联的作用。结果:与报告推荐的平均睡眠时间为7-8小时的参与者(n=702)相比,报告睡眠时间短(6小时或更少,n=284)的参与者在样本内口腔微生物多样性持续下降[例如,观察到的扩增子序列变异数差异-8.681,p值=0.009]。在睡眠不足的一组中,更有可能缺少几种细菌属。我们发现,与推荐睡眠时间组相比,短睡眠组链球菌和罗氏菌的相对丰度较高,梭杆菌、特托菌和弯曲杆菌的相对丰度较低。在控制生活方式和社区因素后,结果是一致的。结论:我们的研究结果为短睡眠时间与口腔微生物多样性和组成之间的关联提供了证据。这表明口腔细菌可能在与睡眠健康相关的机制中发挥作用。提高对生理途径的理解可以帮助设计有益于改善整体睡眠健康的干预措施。
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引用次数: 0
Sleep and performance. 睡眠和表现。
Pub Date : 2025-04-10 eCollection Date: 2025-04-01 DOI: 10.1093/sleepadvances/zpaf015
Cheryl L Spinweber

I review the path of my career in sleep. My focus has been on the need for sleep and the relationship between sleep and performance. I have done sleep research in the sleep lab setting and have also taken unique opportunities to measure sleep loss effects on real-world performance. My studies have included long and short sleeper studies, evaluations of various sleep aids, sleep loss effects, jet lag effects, naps, and the consequences of being a poor sleeper. Over the course of my career in sleep, I have also taught about sleep in university and professional educational settings. I am a Board Certified Sleep Medicine Specialist with a private practice, providing diagnosis and treatment of sleep disorders in children and adults.

我在睡眠中回顾我的职业道路。我的研究重点是对睡眠的需求以及睡眠与表现之间的关系。我在睡眠实验室里做过睡眠研究,也利用独特的机会来衡量睡眠不足对现实生活表现的影响。我的研究包括长睡眠者和短睡眠者的研究,各种睡眠辅助工具的评估,睡眠缺失的影响,时差的影响,小睡,以及睡眠质量差的后果。在我的睡眠职业生涯中,我也在大学和专业教育机构教授过睡眠。我是一名委员会认证的私人执业睡眠医学专家,为儿童和成人提供睡眠障碍的诊断和治疗。
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引用次数: 0
Protocol for a pilot hybrid type I effectiveness-implementation study to improve help-seeking for sleep disorders in the future healthcare workforce: The Sleep Check Before Shift Work trial. 一项旨在改善未来医护人员睡眠障碍求助的I型有效性-实施混合试验方案:轮班工作前的睡眠检查试验。
Pub Date : 2025-03-26 eCollection Date: 2025-04-01 DOI: 10.1093/sleepadvances/zpaf020
Claire Dunbar, Kelly Sansom, Nicole Lovato, Andrew Vakulin, Kelly A Loffler, Katrina Nguyen, Josh Fitton, Shantha M W Rajaratnam, Tracey L Sletten, Gorica Micic, Sally A Ferguson, Sian E Wanstall, Brandon W J Brown, Gillian Harvey, Robert Adams, Amy C Reynolds

Sleep disorders are prevalent in shift workers but are commonly undiagnosed and unmanaged. This poses considerable safety, productivity, and health risks. There is limited education or early intervention to encourage awareness of, and treatment for, sleep disorders in young adults who will transition into careers requiring shift work. This study aims to investigate (a) the clinical effectiveness of simulated shift work exposure and cognitive performance feedback for prompting help-seeking for sleep problems, and (b) the feasibility and acceptability of implementing this intervention for future healthcare workers. A hybrid type I effectiveness-implementation trial will be conducted from June 2024 to December 2025 with prospective healthcare workers currently enrolled in a medicine, paramedicine, or nursing degree. Ninety adults (18-39 years) who self-report sleep disturbances will be recruited and complete a combination of structured clinical interviews, screening questionnaires, remote monitoring technology, and overnight polysomnography (PSG). Participants will be randomized across three conditions, with varying exposure to a simulated transition to night shift without sleep, and cognitive performance feedback. All individuals will attend a diagnostic appointment with a sleep psychologist or sleep physician and discuss help-seeking pathways for their sleep. The primary outcomes will be help-seeking from a health professional for sleep (yes/no), time to help-seeking (days), and road safety-related events over 12 months. Process evaluation will explore the feasibility and acceptability of this approach from the participants' perspective.

睡眠障碍在轮班工作者中很普遍,但通常未被诊断和治疗。这带来了相当大的安全、生产力和健康风险。对于即将进入需要倒班工作的职业的年轻人来说,鼓励他们意识到睡眠障碍并对其进行治疗的教育或早期干预是有限的。本研究旨在探讨(a)模拟轮班工作暴露和认知表现反馈在促进睡眠问题求助方面的临床效果,以及(b)未来医护工作者实施这一干预的可行性和可接受性。从2024年6月到2025年12月,将对目前注册医学、辅助医学或护理学位的潜在卫生保健工作者进行混合I型有效性实施试验。将招募90名自我报告睡眠障碍的成年人(18-39岁),并完成结构化临床访谈、筛选问卷、远程监控技术和夜间多导睡眠图(PSG)的组合。参与者将被随机分配到三种情况下,在不同的情况下进行模拟夜班过渡,不睡觉,以及认知表现反馈。所有人都将参加与睡眠心理学家或睡眠医生的诊断预约,并讨论他们的睡眠寻求帮助的途径。主要结果将是向健康专业人员寻求睡眠帮助(是/否)、寻求帮助的时间(天)以及12个月内与道路安全相关的事件。过程评价将从参与者的角度探讨该方法的可行性和可接受性。
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引用次数: 0
Impact of spindle-inspired transcranial alternating current stimulation during a nap on sleep-dependent motor memory consolidation in healthy older adults. 午睡时纺锤波激发经颅交流电刺激对健康老年人睡眠依赖运动记忆巩固的影响。
Pub Date : 2025-03-26 eCollection Date: 2025-04-01 DOI: 10.1093/sleepadvances/zpaf022
Maëva Moyne, Manon Durand-Ruel, Chang-Hyun Park, Roberto Salamanca-Giron, Virgine Sterpenich, Sophie Schwartz, Friedhelm C Hummel, Takuya Morishita

With the increase in life expectancy and the rapid evolution of daily life technologies, older adults must constantly learn new skills to adapt to society. Sleep reinforces skills acquired during the day and is associated with the occurrence of specific oscillations such as spindles. However, with age, spindles deteriorate and thus likely contribute to memory impairments observed in older adults. The application of electric currents by means of transcranial alternating current stimulation (tACS) with spindle-like waveform, applied during the night, was found to enhance spindles and motor memory consolidation in young adults. Here, we tested whether tACS bursts inspired by spindles applied during daytime naps may (i) increase spindle density and (ii) foster motor memory consolidation in older adults. Twenty-six healthy older participants performed a force modulation task at 10:00, were retested at 16:30, and the day after the initial training. They had 90-minute opportunity to take a nap while verum or placebo spindle-inspired tACS bursts were applied with similar temporal parameters to those observed in young adults and independently of natural spindles, which are reduced in the elderly. We show that the density of natural spindles correlates with the magnitude of memory consolidation, thus confirming that spindles are promising physiological targets for enhancing memory consolidation in older adults. However, spindle-inspired tACS, as used in the present study, did not enhance either spindles or memory consolidation. We therefore suggest that applying tACS time-locked to natural spindles might be required to entrain them and improve their related functions.

随着预期寿命的延长和日常生活技术的快速发展,老年人必须不断学习新的技能以适应社会。睡眠加强了白天习得的技能,并与特定的振荡(如纺锤波)的发生有关。然而,随着年龄的增长,纺锤体退化,因此可能导致老年人的记忆障碍。经颅交流电流刺激(tACS)具有纺锤波样波形,在夜间应用,发现增强纺锤波和运动记忆巩固的年轻人。在这里,我们测试了在白天小睡时使用纺锤波激发的tACS爆发是否可以(i)增加纺锤波密度和(ii)促进老年人的运动记忆巩固。26名健康的老年参与者在10:00完成了一项力调节任务,并在16:30和初始训练后的第二天重新接受了测试。他们有90分钟的时间小睡,同时使用verum或安慰剂纺锤波激发的tACS脉冲,其时间参数与在年轻人中观察到的相似,并且独立于自然纺锤波,老年人的纺锤波减少。我们发现自然纺锤波的密度与记忆巩固的程度相关,从而证实纺锤波是增强老年人记忆巩固的有希望的生理目标。然而,在本研究中使用的纺锤波启发的tac并没有增强纺锤波或记忆巩固。因此,我们认为可能需要将tACS时间锁定应用于自然纺锤体,以引导它们并改善它们的相关功能。
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引用次数: 0
Preliminary findings on caffeine intake, screen time, social factors, and psychological well-being: their impact on chronotype and sleep health in Hispanic adolescents. 咖啡因摄入量、屏幕时间、社会因素和心理健康的初步研究结果:它们对西班牙裔青少年时型和睡眠健康的影响。
Pub Date : 2025-03-22 eCollection Date: 2025-04-01 DOI: 10.1093/sleepadvances/zpaf019
Alexander L Wallace, Laika Aguinaldo, Michael L Thomas, Michael J McCarthy, Alejandro D Meruelo

This study examined the relationships between caffeine intake, screen time, and chronotype/sleep outcomes in adolescents, with a focus on differences between Hispanic and non-Hispanic groups and the influence of peer network health, school environment, and psychological factors, including perceived stress, depression, and anxiety. Data from the Adolescent Brain Cognitive Development (ABCD) study were analyzed using t-tests and structural equation modeling (SEM) to assess behavioral, social, and psychological predictors of chronotype, social jet lag, and weekday sleep duration, incorporating demographic covariates. Hispanic adolescents exhibited a later chronotype (Cohen's d = 0.42), greater social jet lag (Cohen's d = 0.38), and shorter weekday sleep duration (Cohen's d = -0.12) compared to non-Hispanic peers. They also reported higher caffeine intake (Cohen's d = 0.22), though caffeine was not significantly associated with sleep outcomes. Screen time was more prevalent among Hispanic adolescents, particularly on weekday evenings (Cohen's d = 0.27) and weekend evenings (Cohen's d = 0.35), and was strongly associated with later chronotype and greater social jet lag. Higher perceived stress was linked to later chronotype and greater social jet lag, while depressive symptoms were associated with earlier chronotype and lower social jet lag. The SEM model explained 12.9% of variance in chronotype, 10.5% in social jet lag, and 6.2% in weekday sleep duration. These findings highlight disparities in adolescent sleep health but should be interpreted cautiously due to methodological limitations, including low caffeine use and assessment timing variability. Targeted interventions addressing screen time, peer relationships, and stress may improve sleep, while longitudinal research is needed to clarify causality.

本研究考察了青少年咖啡因摄入量、屏幕时间和睡眠类型/睡眠结果之间的关系,重点关注西班牙裔和非西班牙裔群体之间的差异,以及同伴网络健康、学校环境和心理因素(包括感知压力、抑郁和焦虑)的影响。采用t检验和结构方程模型(SEM)对青少年大脑认知发展(ABCD)研究的数据进行分析,以评估生物钟、社交时差和工作日睡眠时间的行为、社会和心理预测因素,并结合人口统计学协变量。与非西班牙裔青少年相比,西班牙裔青少年表现出较晚的睡眠类型(Cohen’s d = 0.42),较大的社交时差(Cohen’s d = 0.38),工作日睡眠时间较短(Cohen’s d = -0.12)。他们还报告了更高的咖啡因摄入量(科恩的d = 0.22),尽管咖啡因与睡眠结果没有显著关联。屏幕时间在西班牙裔青少年中更为普遍,尤其是在工作日的晚上(科恩的d值= 0.27)和周末的晚上(科恩的d值= 0.35),并且与较晚的睡眠类型和更大的社交时差密切相关。较高的感知压力与较晚的睡眠类型和较大的社会时差有关,而抑郁症状与较早的睡眠类型和较低的社会时差有关。SEM模型解释了12.9%的时间类型差异、10.5%的社交时差差异和6.2%的工作日睡眠时间差异。这些发现强调了青少年睡眠健康的差异,但由于方法学的局限性,包括低咖啡因使用和评估时间的可变性,应该谨慎解释。针对屏幕时间、同伴关系和压力的针对性干预可能会改善睡眠,而需要纵向研究来澄清因果关系。
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引用次数: 0
A performance validation of six commercial wrist-worn wearable sleep-tracking devices for sleep stage scoring compared to polysomnography. 六种商用腕戴式可穿戴睡眠跟踪设备的睡眠阶段评分与多导睡眠仪的性能验证。
Pub Date : 2025-03-22 eCollection Date: 2025-04-01 DOI: 10.1093/sleepadvances/zpaf021
An-Marie Schyvens, Brent Peters, Nina Catharina Van Oost, Jean-Marie Aerts, Federica Masci, An Neven, Hélène Dirix, Geert Wets, Veerle Ross, Johan Verbraecken

Study objectives: The aim of this study is to assess the performance of six different consumer wearable sleep-tracking devices, namely the Fitbit Charge 5, Fitbit Sense, Withings Scanwatch, Garmin Vivosmart 4, Whoop 4.0, and the Apple Watch Series 8, for detecting sleep parameters compared to the gold standard, polysomnography (PSG).

Methods: Sixty-two adults (52 males and 10 females, mean age ± SD = 46.0 ± 12.6 years) spent a single night in the sleep laboratory with PSG while simultaneously using two to four wearable devices.

Results: The results indicate that most wearables displayed significant differences with PSG for total sleep time, sleep efficiency, wake after sleep onset, and light sleep (LS). Nevertheless, all wearables demonstrated a higher percentage of correctly identified epochs for deep sleep and rapid eye movement sleep compared to wake (W) and LS. All devices detected >90% of sleep epochs (ie, sensitivity), but showed lower specificity (29.39%-52.15%). The Cohen's kappa coefficients of the wearable devices ranged from 0.21 to 0.53, indicating fair to moderate agreement with PSG.

Conclusions: Our results indicate that all devices can benefit from further improvement for multistate categorization. However, the devices with higher Cohen's kappa coefficients, such as the Fitbit Sense (κ = 0.42), Fitbit Charge 5 (κ = 0.41), and Apple Watch Series 8 (κ = 0.53), could be effectively used to track prolonged and significant changes in sleep architecture.

研究目的:本研究的目的是评估六种不同的消费者可穿戴睡眠跟踪设备的性能,即Fitbit Charge 5、Fitbit Sense、Withings Scanwatch、Garmin Vivosmart 4、Whoop 4.0和Apple Watch Series 8,用于检测睡眠参数,并与黄金标准多道睡眠图(PSG)进行比较。方法:62名成年人(男52名,女10名,平均年龄±SD = 46.0±12.6岁)在睡眠实验室进行PSG,同时使用2 - 4个可穿戴设备。结果表明,大多数可穿戴设备与PSG在总睡眠时间、睡眠效率、睡眠后觉醒和浅睡眠(LS)方面存在显著差异。然而,与清醒(W)和LS相比,所有可穿戴设备都显示出更高的深度睡眠和快速眼动睡眠的正确识别时间百分比。所有设备都能检测到90%的睡眠时间(即灵敏度),但特异性较低(29.39%-52.15%)。可穿戴设备的Cohen’s kappa系数在0.21到0.53之间,表明与PSG的一致性大致中等。结论:我们的研究结果表明,所有设备都可以从进一步改进的多状态分类中获益。然而,具有较高科恩kappa系数的设备,如Fitbit Sense (κ = 0.42), Fitbit Charge 5 (κ = 0.41)和Apple Watch Series 8 (κ = 0.53),可以有效地用于跟踪睡眠结构的长时间和显著变化。
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Sleep advances : a journal of the Sleep Research Society
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