Data donation as an engine for passive sensing research in psychiatry

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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Publication Details

Journal
The British Journal of Psychiatry
Published
2026-11-06
DOI
https://doi.org/10.1192/bjp.2026.10878
Primary Topic
Mental Health Research Topics
Type
article
Field-Weighted Citation Impact
0.00
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article

Data donation as an engine for passive sensing research in psychiatry

Philipp Herzog, Sylvie Blairy, Philip Santangelo
1 links
The British Journal of Psychiatry
Mental Health Research Topics
article

Data donation as an engine for passive sensing research in psychiatry

Philipp Herzog, Sylvie Blairy, Philip Santangelo
article en

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.

The British Journal of Psychiatry
University of Liège (BE), University of Luxembourg (LU), Rheinland-Pfälzische Technische Universität Kaiserslautern-Landau (DE)
Good health and well-being
Openalex Percentile: Top 13%
Mental Health Research Topics
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