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DOI 10.3389/frobt.2026.1913791

Медицинская библиотека · Frontiers in robotics and AI · 2026

Personalized robotic interventions for apathy in dementia: the RAPHAel trial.

Casadio Claudia, Zanelli Vanessa, Bettelli Valentina, Ricci Francesco, Grassi Lucrezia, Benvenuti Pietro, Rovini Erika, Smecca Giulia, Isernia Sara, Salemme Simone, Tondelli Manuela, Chiari Annalisa, Baglio Francesca, Cavallo Filippo, Lui Fausta, Benuzzi Francesca, Fiorini Laura, Sgorbissa Antonio, Zamboni Giovanna

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Аннотация

BACKGROUND

Apathy is common in individuals with mild cognitive impairment (MCI) or dementia and mild behavioral impairment (MBI), and is associated with reduced quality of life and increased caregiver burden. Home-based robot-assisted interventions offer a novel approach for cognitive stimulation and behavioral management, but robust evidence on feasibility, acceptability, and clinical impact is limited.

OBJECTIVES

To evaluate the effects of home-based robotic interventions on the level of apathy in individuals with cognitive decline, including MCI, MBI, and dementia. Secondary objectives are to assess the usability of the robotic devices and the extent of patients' interactions with and through these technologies, as well as to evaluate the effects of the robotic interventions on caregivers' stress levels and quality of life.

METHODS

This single-blind, randomized controlled trial includes three arms: two experimental robot-assisted interventions (tele-operated cognitive stimulation and humanoid robot) and an active control group receiving occupational therapy, which represents the current gold-standard intervention. Eighty patients with MCI, MBI, or dementia, and clinically significant apathy, together with their study partners, will be recruited from neurology, geriatrics, and neurorehabilitation centers in Italy. Each intervention will last 6 weeks. Assessments will be performed at baseline (T0), post-intervention (T1), and follow-up (T2) and will include clinical questionnaires, cognitive and social cognition tasks, and sensor-based measures of social grasping.

CONCLUSION

This study will provide evidence on the potential clinical benefits, feasibility, and acceptability of home-based robot-assisted interventions for apathy in cognitive decline, as well as inform the development of digital markers for personalized monitoring and intervention.

Для цитирования: Casadio Claudia, Zanelli Vanessa, Bettelli Valentina, Ricci Francesco, Grassi Lucrezia, Benvenuti Pietro, Rovini Erika, Smecca Giulia, Isernia Sara, Salemme Simone, Tondelli Manuela, Chiari Annalisa, Baglio Francesca, Cavallo Filippo, Lui Fausta, Benuzzi Francesca, Fiorini Laura, Sgorbissa Antonio, Zamboni Giovanna. Personalized robotic interventions for apathy in dementia: the RAPHAel trial.. Frontiers in robotics and AI. 2026. DOI: 10.3389/frobt.2026.1913791.
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