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Updated: Sep 22, 2025

Computerized Adaptive Testing System of Functional Assessment of Stroke
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Towards Adaptability of Just-in-Time Adaptive Interventions
Sebastian Gruber1,2, Bernd Neumayr3, Siegfried Reich2
1Ludwig Boltzmann Institute for Digital Health and Prevention, Salzburg, Austria.
Abstract:
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.
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