Hackl-Wimmer Sigrid, Eglmaier Marina Tanja Waltraud, Eichen Lars, Rettenbacher Karoline, Macher Daniel, Walter-Laager Catherine, Lackner Helmut Karl, Papousek Ilona, Paechter Manuela
Educational Psychology Unit, Department of Psychology, University of Graz, 8010 Graz, Austria.
Department of Early Childhood Education, University of Graz, 8010 Graz, Austria.
Sensors (Basel). 2021 Nov 12;21(22):7515. doi: 10.3390/s21227515.
Wearable biomedical sensor technology enables reliable monitoring of physiological data, even in very young children. The purpose of the present study was to develop algorithms for gaining valid physiological indicators of sleep quality in toddlers, using data from an undisturbing and easy-to-use wearable device. The study further reports the application of this technique to the investigation of potential impacts of early touchscreen media use. Toddlers' touchscreen media use is of strong interest for parents, educators, and researchers. Mostly, negative effects of media use are assumed, among them, disturbances of sleep and impairments of learning and development. In 55 toddlers (32 girls, 23 boys; 27.4 ± 4.9 months; range: 16-37 months), ECG monitoring was conducted for a period of 30 (±3) h. Parents were asked about their children's touchscreen media use and they rated their children's sleep quality. The use of touchscreen media predicted the physiologically determined quality of sleep but not parent-reported sleep quality (such as sleep onset latency). Greater heart rate differences between restless sleep phases and restful sleep indicated poorer nighttime recovery in children with more frequent use of touchscreen media. The study demonstrates that the expert analysis of the ECG during sleep is a potent tool for the estimation of sleep quality in toddlers.
可穿戴生物医学传感器技术能够可靠地监测生理数据,即使是在幼儿身上。本研究的目的是利用来自一种无干扰且易于使用的可穿戴设备的数据,开发获取幼儿睡眠质量有效生理指标的算法。该研究还报告了这项技术在调查早期使用触摸屏媒体的潜在影响方面的应用。幼儿使用触摸屏媒体引起了家长、教育工作者和研究人员的浓厚兴趣。大多数情况下,人们认为媒体使用会产生负面影响,其中包括睡眠干扰以及学习和发育受损。对55名幼儿(32名女孩,23名男孩;27.4±4.9个月;范围:16 - 37个月)进行了为期30(±3)小时的心电图监测。询问了家长孩子使用触摸屏媒体的情况,并让他们对孩子的睡眠质量进行评分。触摸屏媒体的使用可以预测通过生理指标确定的睡眠质量,但不能预测家长报告的睡眠质量(如入睡潜伏期)。在睡眠不安稳阶段和安稳阶段之间心率差异越大,表明使用触摸屏媒体频率越高的儿童夜间恢复情况越差。该研究表明,睡眠期间对心电图进行专业分析是评估幼儿睡眠质量的有力工具。