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Detecting Mental Health Behaviors Using Mobile Interactions: Exploratory Study Focusing on Binge Eating

Detecting Mental Health Behaviors Using Mobile Interactions: Exploratory Study Focusing on Binge Eating

Once the data were processed, we used the Nonoverlap of All Pairs (NAP) index [73] to measure the probability that a behavioral feature value drawn at random from any episode day would exceed that of a feature value drawn at random from any nonepisode day. The NAP analysis provided an indication of effect size and offered directions for future work that might use such sensor-driven approaches in the context of binge eating.

Julio Vega, Beth T Bell, Caitlin Taylor, Jue Xie, Heidi Ng, Mahsa Honary, Roisin McNaney

JMIR Ment Health 2022;9(4):e32146

Social Jetlag and Chronotypes in the Chinese Population: Analysis of Data Recorded by Wearable Devices

Social Jetlag and Chronotypes in the Chinese Population: Analysis of Data Recorded by Wearable Devices

In contrast, the noon nap is a Chinese tradition and is well protected in modern China despite the country’s rapid industrialization and economic boom. Chinese people consider napping at noon as important for their health, and the noon nap is usually mandatory for kids at school. Chinese adults commonly take daily noon naps to refresh their energy for the activities in the afternoon and continue with this habit even after retirement [13].

Zhongxing Zhang, Christian Cajochen, Ramin Khatami

J Med Internet Res 2019;21(6):e13482