NEFFY 2.0: A Breathing Companion Robot: User-Centered Design and Findings from a Study with Ukrainian Refugees
arXiv cs.RO / 4/20/2026
💬 OpinionIdeas & Deep AnalysisModels & Research
Key Points
- NEFFY 2.0 is a user-centered social robot that guides slow, haptic breathing to help reduce stress, building on NEFFY 1.0 with more embodied, multi-sensory interaction.
- A mixed-methods study with 14 Ukrainian refugees compared robot-assisted breathing against an audio-only condition using subjective surveys, physiological measures (HR, HRV/RMSSD, RR, GSR), and interview-based qualitative feedback.
- Users reported NEFFY 2.0 as intuitive, calming, and supportive, and survey results showed a substantially larger reduction in perceived stress versus the audio-only setup.
- Physiological outcomes were mixed and showed large variation across individuals, and k-means clustering revealed three distinct breathing-practice patterns with the robot.
- Despite the small sample, the paper provides comparative empirical evidence that robot-assisted breathing can reduce stress in a vulnerable population and supports the broader goal of empowering society through HRI.
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