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Designing and conducting interventional trials with passive-sensing applications on patient-owned smartphones: challenges and recommendations from the BD4QoL study.

Created on 28 Jul 2026

Authors

Francesco Giuliani, Laura Lopez-Perez, Franco Mercalli, Tessa Fulton-Lieuw, Claudia Vener, Francesco Ricciardi, Michela Falcone, Antonio Mangiacotti, Stefano Cavalieri, Antonello Manocchio, Elena Martinelli, Luca Maria Lacerenza, Chiara Copelli, Despina Elizabeth Filippidou, Aritz Bilbao, Aitor Almeida, Hisham Mehanna, Giuseppe Fico, Lisa Licitra

Published in

Frontiers in digital health. Volume 8. Pages 1831734. Epub Jul 13, 2026.

Abstract

Digital health technologies offer novel avenues to support cancer survivorship, but their evaluation in clinical trials poses specific methodological and technological challenges. This policy brief paper reports key lessons stemming from the experience of the BD4QoL multicenter randomized clinical trial (RCT), in which an apps' ecosystem for monitoring the quality of life of a multinational cohort of head and neck cancer survivors was implemented. The project deployed a digital platform on patients' own smartphones to gather behavioral data and patient-reported outcomes during post-treatment follow-up. Drawing from this experience, we describe challenges encountered during trial execution including device heterogeneity, reliance on third party apps, regulatory concerns and methodological barriers, and propose actionable advice to support the rigorous and sustainable implementation of digital health intervention for the next generation of RWD-guided RCTs. In particular, this paper examines the challenges of conducting a multicenter randomized trial based on passive sensing and a Bring Your Own Device (BYOD) deployment approach.

PMID:
42516415
Bibliographic data and abstract were imported from PubMed on 28 Jul 2026.

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