0299 An Examination of Discrepancies in Sleep Device Data Captured by Sleep Ring, Fitbit, AndActigraphy

睡眠(系统调用) 多导睡眠图 听力学 医学 心理学 脑电图 精神科 计算机科学 操作系统
作者
Rhoda Moise,Bruno Oliveira,Judite Blanc,April Rogers,Azizi Seixas,Girardin Jean‐Louis
出处
期刊:Sleep [Oxford University Press]
卷期号:47 (Supplement_1): A129-A129
标识
DOI:10.1093/sleep/zsae067.0299
摘要

Abstract Introduction Wearable devices have improved access to sleep data by empowering patients with greater control over their information. However, the choice of the best wearable for sleep measurement remains uncertain. This study investigated variations in sleep data collected by Sleep Ring, Fitbit, and Actigraphy in a diverse US group of Black adults. Methods Wearables descriptive statistics were calculated for sleep efficiency (% by time in bed/ time sleep), REM duration (in minutes), awakening (count), and total sleep duration (in minutes) where data was available. One-sample t-tests were conducted for sleep efficiency (Sleep Ring and Actigraphy), REM duration (Sleep Ring and Fitbit), and awakening (Fitbit and Actigraphy). ANOVA was conducted for total sleep duration (Sleep Ring, Fitbit, Actigraphy). Significance was specified as α=0.05. Results Participants (Sleep Ring N=199, Fitbit N=147, Actigraphy N=202) were predominantly female (71%, Mage=48.9) compared to male (28%, Mage=50.2). Using the Insomnia Severity Index, 35% were insignificant, 37% met subthreshold, 23% exhibited moderate severity, and 5% reported severe insomnia. Sleep efficiency for Sleep Ring (M=77%, SD=10.4; t(198)=104.6, p<.001) was significantly different than Actigraphy (M=93%, SD=3.3; t(201)= 397.7, p=<.001). REM duration for Sleep Ring (M=62 minutes, SD=29; t(198)=30.0, p<.001) was also significantly different Fitbit (M=70 minutes, SD=26; t(142)= 31.6, p<.001). Additionally, there was a significant difference in awakening count in Fitbit (M=15 times, SD 7; t(146)=26.6, p<.001) compared to Actigraphy (M=9 times, SD=4; t(201)= 28.7, p<.001). ANOVA indicated an effect of sex on sleep duration for all devices: Sleep Ring [M=368 minutes, SD=106; F(1,197)= 5.4,p=.021], Fitbit [M=305, SD=89; F(1,145)=13.4,p<.001] and Actigraphy [M=374 minutes, SD=163; F(1,198)=4.9,p=.027). Conclusion Differences among wearable devices exist. Actigraphy may overestimate sleep efficiency, while Sleep Ring may provide poor estimates. REM duration is similar in Sleep Ring and Fitbit but more variable in Sleep Ring. Sleep duration ranked highest in Actigraphy, but also exhibited the highest variance/deviation, followed by Sleep Ring and Fitbit. Fitbit is more sensitive in detecting awakenings compared to Actigraphy. Future research should exploresleep health parameters across wearable devices to ensure accuracy in Blacks, considering discrepancies in metrics potentially due to differences in skin tone and the impact of refractory lights Support (if any) NIH R25HL10-5444; R01HL142066 and R01AG067523.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
FashionBoy应助科研通管家采纳,获得10
1秒前
Copyright应助科研通管家采纳,获得10
1秒前
CodeCraft应助科研通管家采纳,获得10
1秒前
所所应助科研通管家采纳,获得20
1秒前
Hello应助科研通管家采纳,获得10
1秒前
3秒前
舒适涵山完成签到,获得积分0
4秒前
fuluyuzhe_668完成签到,获得积分10
6秒前
吃吃喝喝求长胖完成签到,获得积分10
8秒前
Copyright应助宇老师采纳,获得10
8秒前
Jenny完成签到,获得积分10
9秒前
nianshu完成签到 ,获得积分0
9秒前
lian完成签到 ,获得积分10
10秒前
Away完成签到,获得积分10
12秒前
火山完成签到 ,获得积分0
13秒前
14秒前
jixiekaifa完成签到 ,获得积分10
16秒前
文艺寒云发布了新的文献求助10
20秒前
感性的俊驰完成签到 ,获得积分10
21秒前
23秒前
囧神发布了新的文献求助10
26秒前
Anoxra完成签到 ,获得积分10
27秒前
天行健发布了新的文献求助10
27秒前
29秒前
kylin完成签到,获得积分10
31秒前
L拉丁是我干死的完成签到,获得积分10
31秒前
文艺寒云完成签到,获得积分10
33秒前
天行健完成签到,获得积分10
34秒前
KKwang完成签到 ,获得积分10
39秒前
nicky完成签到 ,获得积分10
39秒前
不想做实验噜完成签到,获得积分10
44秒前
小白龙完成签到 ,获得积分10
44秒前
糊涂的涂涂完成签到,获得积分10
45秒前
健壮惋清完成签到 ,获得积分10
47秒前
三三完成签到 ,获得积分10
53秒前
ZZQ完成签到 ,获得积分10
55秒前
科研鱼完成签到 ,获得积分10
55秒前
小蘑菇应助whyren采纳,获得10
56秒前
爱学习的熊猫完成签到 ,获得积分10
59秒前
1分钟前
高分求助中
液晶指向矢仿真分析数据集 8888
Invited Discussant 63O and 64O 1000
Ideology and Meaning-Making under the Putin Regime 750
Thermal effects on behaviour of clay–structure interface under partial drainage 500
Petrology and Plate Tectonics 500
Writing Systems 500
A Handbook of User Experience Research & Design in Libraries 400
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 计算机科学 化学工程 生物化学 物理 内科学 复合材料 催化作用 光电子学 物理化学 电极 细胞生物学 基因 遗传学
热门帖子
关注 科研通微信公众号,转发送积分 6894651
求助须知:如何正确求助?哪些是违规求助? 8590908
关于积分的说明 18242094
捐赠科研通 6289522
什么是DOI,文献DOI怎么找? 3060033
关于科研通互助平台的介绍 2077757
邀请新用户注册赠送积分活动 2037864