Smartband-based smoking detection and real-time brief mindfulness intervention: findings from a feasibility clinical trial.

Annals of medicine Pub Date : 2024-12-01 Epub Date: 2024-06-01 DOI:10.1080/07853890.2024.2352803
Mark Horvath, Brian Pittman, Stephanie S O'Malley, Aurora Grutman, Nashmia Khan, Ralitza Gueorguieva, Judson A Brewer, Kathleen A Garrison
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Abstract

Background: Smartbands can be used to detect cigarette smoking and deliver real time smoking interventions. Brief mindfulness interventions have been found to reduce smoking.

Objective: This single arm feasibility trial used a smartband to detect smoking and deliver brief mindfulness exercises.

Methods: Daily smokers who were motivated to reduce their smoking wore a smartband for 60 days. For 21 days, the smartband monitored, detected and notified the user of smoking in real time. After 21 days, a 'mindful smoking' exercise was triggered by detected smoking. After 28 days, a 'RAIN' (recognize, allow, investigate, nonidentify) exercise was delivered to predicted smoking. Participants received mindfulness exercises by text message and online mindfulness training. Feasibility measures included treatment fidelity, adherence and acceptability.

Results: Participants (N=155) were 54% female, 76% white non-Hispanic, and treatment starters (n=115) were analyzed. Treatment fidelity cutoffs were met, including for detecting smoking and delivering mindfulness exercises. Adherence was mixed, including moderate smartband use and low completion of mindfulness exercises. Acceptability was mixed, including high helpfulness ratings and mixed user experiences data. Retention of treatment starters was high (81.9%).

Conclusions: Findings demonstrate the feasibility of using a smartband to track smoking and deliver quit smoking interventions contingent on smoking.

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基于智能手环的吸烟检测和实时简短正念干预:可行性临床试验结果。
背景:智能手环可用于检测吸烟情况并提供实时吸烟干预。研究发现,简短的正念干预可以减少吸烟:这项单臂可行性试验使用智能手环检测吸烟情况,并提供简短的正念练习:方法:有减烟动机的日常吸烟者佩戴智能手环 60 天。在这 21 天里,智能手环实时监测、检测并通知用户吸烟情况。21 天后,检测到吸烟时会触发 "注意吸烟 "练习。28 天后,针对预测到的吸烟情况进行 "RAIN"(识别、允许、调查、不识别)练习。参与者通过短信和在线正念训练接受正念练习。可行性测量包括治疗的忠实性、依从性和可接受性:对参与者(人数=155)进行了分析,其中女性占 54%,非西班牙裔白人占 76%,开始治疗者(人数=115)占 54%。治疗忠实度达到了临界值,包括检测吸烟和进行正念练习。治疗的依从性参差不齐,包括智能手环的适度使用和正念练习的低完成率。可接受性参差不齐,包括有用性评分较高和用户体验数据参差不齐。治疗开始者的保留率较高(81.9%):研究结果表明,使用智能手环跟踪吸烟情况并根据吸烟情况提供戒烟干预是可行的。
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