Leonard Noelle Regina, Silverman Michelle, Sherpa Dawa Phuti, Naegle Madeline A, Kim Hyorim, Coffman Donna L, Ferdschneider Marcy
Center for Drug Use and HIV Research, Rory Meyers College of Nursing, New York University, New York, NY, United States.
Department of Health Behavior Studies, Teachers College, Columbia University, New York, NY, United States.
JMIR Mhealth Uhealth. 2017 Jul 7;5(7):e90. doi: 10.2196/mhealth.7399.
An increasing number of mobile app interventions have been developed for problem drinking among college students; however, few studies have examined the integration of a mobile app with continuous physiological monitoring and alerting of affective states related to drinking behaviors.
The aim of this paper was to evaluate the acceptability and feasibility of Mind the Moment (MtM), a theoretically based intervention for female college students with problem drinking that combines brief, in-person counseling with ecological momentary intervention (EMI) on a mobile app integrated with a wearable sensorband.
We recruited 10 non-treatment seeking, female undergraduates from a university health clinic who scored a 3 or higher on the Alcohol Use Disorders Identification Test-Consumption (AUDIT-C) to participate in this pilot study. Study activities involved an in-person baseline intake and 1 follow-up assessment, 2 in-person alcohol brief intervention counseling sessions, and use of MtM technology components (sensorband and EMI on a mobile app) for approximately 3-4 weeks. The intervention used motivational interviewing (MI) and cognitive behavioral therapy (CBT) strategies for reducing risks associated with drinking. We used both qualitative and quantitative assessments to measure acceptability of the intervention and feasibility of delivery. Use patterns of the sensorband and mobile app were also collected.
Quantitative and qualitative data indicated high levels of acceptability for the MtM intervention. Altogether, participants made reports on the app on 26.7% (78/292) the days the technology was available to them and completed a total of 325 reports with wide variation between participants. Qualitative findings indicated that sensorband-elicited alerts promoted an increase in awareness of thoughts, feelings, and behaviors related to current environmental stressors and drinking behaviors in theoretically meaningful ways. Specific challenges related to functionality and form of the sensorband were identified.
Delivering intervention material "just-in-time," at the moment participants need to use behavioral strategies has great potential to individualize behavioral interventions for reducing problem drinking and other health behaviors. These findings provide initial evidence for the promise of wearable sensors for increasing potency of theoretically grounded mobile health interventions and point to directions for future research and uptake of these technologies.
针对大学生饮酒问题,已开发出越来越多的移动应用程序干预措施;然而,很少有研究探讨将移动应用程序与持续的生理监测以及与饮酒行为相关的情感状态警报相结合的情况。
本文旨在评估“留意当下”(MtM)的可接受性和可行性,这是一种针对有饮酒问题的女大学生的基于理论的干预措施,它将简短的面对面咨询与通过集成可穿戴传感器带的移动应用程序进行的生态瞬时干预(EMI)相结合。
我们从大学健康诊所招募了10名未寻求治疗的本科女生,她们在酒精使用障碍识别测试-消费版(AUDIT-C)中得分3分或更高,以参与这项试点研究。研究活动包括一次面对面的基线摄入量和1次随访评估、2次面对面的酒精简短干预咨询会议,以及使用MtM技术组件(传感器带和移动应用程序上的EMI)约3 - 4周。该干预采用动机性访谈(MI)和认知行为疗法(CBT)策略来降低与饮酒相关的风险。我们使用定性和定量评估来衡量干预的可接受性和实施的可行性。还收集了传感器带和移动应用程序的使用模式。
定量和定性数据表明MtM干预具有较高的可接受性。总体而言,参与者在该技术可供使用的日子里,有26.7%(78/292)的天数在应用程序上进行了报告,共完成了325份报告,参与者之间差异很大。定性研究结果表明,传感器带引发的警报以理论上有意义的方式促进了对与当前环境压力源和饮酒行为相关的思想、情感和行为的认识增加。确定了与传感器带的功能和形式相关的具体挑战。
在参与者需要使用行为策略的时刻“及时”提供干预材料,对于针对减少饮酒问题和其他健康行为的行为干预进行个性化定制具有巨大潜力。这些发现为可穿戴传感器有望提高基于理论的移动健康干预效果提供了初步证据,并指出了这些技术未来研究和应用的方向。