Department of Psychology and Logopedics, University of Helsinki, Finland.
J Clin Sleep Med. 2018 Apr 15;14(4):585-591. doi: 10.5664/jcsm.7050.
The validity of consumer-targeted wrist-worn sleep measurement systems has been little studied in children and adolescents. We examined the validity of a new fitness tracker (PFT) manufactured by Polar Electro Oy and the previously validated Actiwatch 2 (AW2) from Philips Respironics against polysomnography (PSG) in children and adolescents.
Seventeen children (age 11.0 ± 0.8 years) and 17 adolescents (age 17.8 ± 1.8 years) wore the PFT and AW2 concurrently with an ambulatory PSG in their own home for 1 night. We compared sleep onset, offset, sleep interval (time from sleep on to offset), actual sleep time (time scored as sleep between sleep on and offset), and wake after sleep onset (WASO) between accelerometers and PSG. Sensitivity, specificity, and accuracy were calculated from the epoch-by-epoch data.
Both devices performed adequately against PSG, with excellent sensitivity for both age groups (> 0.91). In terms of specificity, the PFT was adequate in both groups (> 0.77), and AW2 adequate in children (0.68) and poor in adolescents (0.58). In the younger group, the PFT underestimated actual sleep time by 29.9 minutes and AW2 underestimated actual sleep time by 43.6 minutes. Both overestimated WASO, PFT by 24.4 minutes and AW2 by 20.9 minutes. In the older group, both devices underestimated actual sleep time (PFT by 20.6 minutes and AW2 by 26.8 minutes) and overestimated WASO (PFT by 12.5 minutes and AW2 by 14.3 minutes). Both devices were accurate in defining sleep onset.
This study suggests that this consumer-targeted wrist-worn device performs as well as, or even better than, the previously validated AW2 against PSG in children and adolescents. Both devices underestimated sleep but to a lesser extent than seen in many previous validation studies on research-targeted accelerometers.
针对消费者的腕戴式睡眠测量系统在儿童和青少年中的有效性研究甚少。我们检验了新型健身追踪器(PFT)和先前经过验证的飞利浦伟康 Actiwatch 2(AW2)在儿童和青少年中的准确性,这些设备由 Polar Electro Oy 制造,并与多导睡眠图(PSG)相对比。
17 名儿童(年龄 11.0 ± 0.8 岁)和 17 名青少年(年龄 17.8 ± 1.8 岁)在自己家中佩戴 PFT 和 AW2 并同时进行移动 PSG 检测,共 1 晚。我们比较了两组的睡眠潜伏期、睡眠终末期、睡眠间隔(睡眠时间)、实际睡眠时间(睡眠时间)和睡眠后清醒时间(WASO)。从逐时数据计算了灵敏度、特异性和准确性。
两种设备与 PSG 的相关性均较好,且在两个年龄组中均具有较高的灵敏度(> 0.91)。特异性方面,PFT 在两个年龄组中均表现良好(> 0.77),而 AW2 在儿童中表现良好(0.68),在青少年中表现不佳(0.58)。在较年轻的一组中,PFT 低估了实际睡眠时间 29.9 分钟,AW2 低估了实际睡眠时间 43.6 分钟。两种设备均高估了 WASO,PFT 高估了 24.4 分钟,AW2 高估了 20.9 分钟。在年龄较大的一组中,两种设备均低估了实际睡眠时间(PFT 低估了 20.6 分钟,AW2 低估了 26.8 分钟),并高估了 WASO(PFT 高估了 12.5 分钟,AW2 高估了 14.3 分钟)。两种设备在定义睡眠开始方面均准确。
本研究表明,这款针对消费者的腕戴式设备与经过验证的 AW2 一样,甚至比研究型加速度计的许多先前验证研究表现更好。两种设备都低估了睡眠时间,但程度低于许多先前的研究。