Towards Adaptability of Just-In-Time Adaptive Interventions.
Sebastian Gruber, Bernd Neumayr, Siegfried Reich, Josef Niebauer, Jan David Smeddinck (2022): Towards Adaptability of Just-In-Time Adaptive Interventions. In: Studies in Health Technology and Informatics, Volume 293: dHealth 2022.
Just-in-time adaptive interventions (JITAIs) can promote behavior change in patients. It was the aim of our study to make JITAIs adaptable, i.e., to configure JITAIs for different purposes and to personalize them for different participants, whilst enabling central maintenance and integrated data analysis across deployments and individuals. We present a concept for adaptable JITAIs that was created following a design science approach. It builds on multi-level conceptual modeling and knowledge graphs and will be evaluated in user studies.