E. Peltonen, P. Sharmila, E. Kuosmanen, H. Koskimäki and A. Visuri, "The Impact of Smartphone Usage on Circadian Cycles: A Case Study with Wearable Ring," 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), 2022, pp. 148-154, doi: 10.1109/PerComWorkshops53856.2022.9767352.
The impact of smartphone usage on circadian cycles : a case study with wearable ring
|Author:||Peltonen, Ella1; Sharmila, Parsa1; Kuosmanen, Elina1;|
1University of Oulu, Oulu, Finland
2Oura, Oulu, Finland
|Online Access:||PDF Full Text (PDF, 1 MB)|
|Persistent link:|| http://urn.fi/urn:nbn:fi-fe2022100461129
Institute of Electrical and Electronics Engineers,
|Publish Date:|| 2022-10-04
Smartphones are an integral part of our daily life, bringing both positive and negative impacts with them. Recent studies suggest that extensive and untimely smartphone usage directly affects circadian rhythm, i.e. alertness-sleepiness cycle. In this paper, we analyse sleep quality data collected through a wearable ring together with the smartphone interaction in bed just before falling asleep. First, we show that the sleep-tracking devices measuring sleep quality and quantity are also feasible to be used for researching circadian cycles. Second, we analyse the statistical relationships between in-bed smartphone interaction and different sleep metrics, out of which some are more prominent for future use and some present interesting negative results. Third, we present three baseline prediction models to predict sleep quality and circadian cycle based on smartphone app usage, with accuracy ranging from 31% to 67%.
2022 IEEE international conference on pervasive computing and communications workshops and other affiliated events (PerCom workshops)
IEEE International Conference on Pervasive Computing and Communications Workshops
|Type of Publication:||
A4 Article in conference proceedings
|Field of Science:||
113 Computer and information sciences
This work is supported by the GenZ strategic profiling project (Academy of Finland grant 318930), CRITICAL (335729), and 6Genesis Flagship (318927). Part of the work was carried out with the support of Biocenter Oulu, spearhead project ICON.
|Academy of Finland Grant Number:||
335729 (Academy of Finland Funding decision)
318927 (Academy of Finland Funding decision)
318930 (Academy of Finland Funding decision)
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