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Smartband-Based Automatic Smoking Detection and Real-time Mindfulness Intervention: Protocol for a Feasibility Trial
Mark Horvath1, Aurora Grutman2, Stephanie S O'Malley1
1Department of Psychiatry, Yale School of Medicine, New Haven, CT, United States.
JMIR Research Protocols
|November 16, 2021
Summary
This pilot study shows that combining smartbands and smartphones to detect smoking and deliver mindfulness interventions is feasible for smoking cessation. Further testing is warranted to confirm its effectiveness in helping smokers quit.
Area of Science:
- Digital Health
- Behavioral Science
- Clinical Trials
Background:
- Smoking remains a leading cause of preventable death.
- Current smartphone smoking cessation apps lack integration with wearable technology and real-time, automated interventions.
- There's a need for innovative digital tools to enhance smoking cessation success.
Purpose of the Study:
- To test the feasibility of a novel intervention using smartbands and smartphones for smoking cessation.
- To evaluate the real-time monitoring, detection, and intervention delivery capabilities of the integrated system.
- To assess the potential of mindfulness interventions triggered by smoking events or predictions.
Main Methods:
- A 60-day pilot trial involving 100 daily smokers (≥5 cigarettes/day).
- Participants wore a smartband for smoking detection and received real-time notifications and mindfulness exercises.
- A three-step intervention included awareness building, mindful smoking, and RAIN (Recognize, Allow, Investigate, Non-identification) exercises post-quit date.
Main Results:
- Recruitment and data collection are ongoing, with final results anticipated in April 2022.
- Feasibility outcomes include treatment fidelity, adherence, and acceptability.
- Secondary outcomes focus on smoking rates at the end of the treatment period.
Conclusions:
- The study will provide crucial data on the feasibility of a smartband-smartphone intervention for smoking cessation.
- Findings will inform whether this integrated approach warrants further investigation and larger clinical trials.
- This technology holds promise for improving smoking cessation support through real-time, personalized interventions.

