The App “Rhythm” automatically recorded smartphone behaviors, mainly the notifications, screen-on and screen-off timing. This App collects data in the background without interrupting smartphone operation or impacting battery life (less than 1%). The App saves all recorded behavior data in a log file and routinely uploaded to the database.
Our previous study has preliminarily validated the consistency between App-recorded and self-reported sleep time. The overlap of total sleep time between App-record and self-reported was 90.4%.
Application Scope and Market Potential
The technology of “Rhythm” can automatically estimate sleep time, sleep interruption time, and quantify sleep stability from mobile phone usage behavior. With its extremely low power consumption advantage, it can perform long-term objective recording, providing more objective record accuracy, and reflecting the user’s circadian rhythm. This can help understand the impact of using mobile phones before sleep on sleep and the impact of long-term sleep behavior on health. It is a significant breakthrough in behavioral measurement methods and has great application potential in clinical medical diagnoses such as sleep medicine and psychiatry.
1. Validation of the Mobile App-Recorded Circadian Rhythm by a Digital Footprint.
Lin YH, Wong BY, Pan YC, Chiu YC, Lee YH.
JMIR Mhealth and Uhealth. 2019 May 16;7(5):e13421.
2. Development of a Mobile Application (App) to Delineate “Digital Chronotype” and the Effects of Delayed Chronotype by Bedtime Smartphone Use.
Lin YH, Wong BY, Lin SH, Chiu YC, Pan YC, Lee YH.
Journal of Psychiatric Research. 2019 Mar;110:9-15.