Data donation as an engine for passive sensing research in psychiatry
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Bringing the Clinic Home: An At-Home Multi-Modal Data Collection Ecosystem to Support Adaptive Deep Brain Stimulation
Published on: July 14, 2023
Philipp Herzog1,2, Sylvie Blairy2, Philip S Santangelo3
1Department of Psychology, RPTU University Kaiserslautern-Landau, Germany.
The British Journal of Psychiatry : the Journal of Mental Science
|November 6, 2026
Abstract:
Passive sensing research in psychiatry often yields only small effects due to reliability and heterogeneity issues caused by underpowered, unrepresentative samples. We argue that patient-driven data donation, leveraging widespread health self-tracking, offers an innovative complementary method for collecting larger, more diverse data-sets and improving the validity of inferences from passive measures.
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