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A Playful Smartphone-based Self-regulation Training for the Prevention and Treatment of Child and Adolescent Obesity: Technical Feasibility and Perceptions of Young Patients
Journal
1st Workshop on Healthy Interfaces (HEALTHI), collocated with the 26th ACM Annual Conference on Intelligent User Interfaces (IUI) - Where HCI meets AI, Virtually Hosted by Texas A&M University, April 13-17, 2021, College Station, USA
Type
conference paper
Date Issued
2021-04-14
Author(s)
Shih, Iris
Lukic, Yanick Xavier
Keller, Olivia Clare
Heldt, Katrin
Durrer, Dominique
Stasinaki, Aikaterini
Büchter, Dirk
Brogle, Björn
Farpour-Lambert, Nathalie
l'Allemand, Dagmar
Abstract
Effective interventions for the prevention and treatment of child and adolescent obesity play an important role in reducing the global health and economic burden of non-communicable diseases. Although multi-component interventions targeting various health behaviors are deemed promising, evidence for their effectiveness is still limited. Self-regulation seems to be a relevant working mechanism in this regard. Therefore, we propose a playful, smartphone-based self-regulation training that also utilizes the health benefits of a slow-paced breathing exercise. The mobile app uses the microphone of the smartphone to detect breathing sounds (e.g. inhalation, exhalation) and translates these sounds into a visual biofeedback on the smartphone screen. The design and evaluation of a very first prototype is described in this interdisciplinary work of obesity experts, clinical psychologists, young patients, and computer scientists. The apps' breathing detection module uses a random forest tree for quasi real-time classification of the incoming audio samples and biofeedback generation. A study with 11 obese children and adolescents was conducted to assess the prototype. Results indicate overall positive evaluations and suggestions for improvement. Implications and limitations are discussed, and an outlook on future work is provided.
Language
English
Keywords
Biofeedback
digital health intervention
self-regulation
breathing training
obesity
HSG Classification
contribution to scientific community
HSG Profile Area
SoM - Business Innovation
Refereed
Yes
Publisher
CEUR Workshop Proceedings (CEUR-WS.org)
Publisher place
Aachen, Germany
Volume
2903
Division(s)
Eprints ID
262353