Fazzino Tera L, Martin Corby K, Forbush Kelsie
Department of Psychology, University of Kansas, Lawrence, KS, United States.
Cofrin Logan Center for Addiction Research and Treatment, University of Kansas, Lawrence, KS, United States.
JMIR Mhealth Uhealth. 2018 Sep 24;6(9):e10460. doi: 10.2196/10460.
Heavy drinking is prevalent among young adults and may contribute to obesity. However, measurement tools for assessing caloric intake from alcohol are limited and rely on self-report, which is prone to bias.
The purpose of our study was to conduct feasibility testing of the Remote Food Photography Method and the SmartIntake app to assess alcohol use in young adults. Aims consisted of (1) quantifying the ability of SmartIntake to capture drinking behavior, (2) assessing app usability with the Computer System Usability Questionnaire (CSUQ), (3) conducting a qualitative interview, and (4) comparing preference, usage, and alcohol use estimates (calories, grams per drinking episode) between SmartIntake and online diet recalls that participants completed for a parent study.
College students (N=15) who endorsed a pattern of heavy drinking were recruited from a parent study. Participants used SmartIntake to send photographs of all alcohol and food intake over a 3-day period and then completed a follow-up interview and the CSUQ. CSUQ items range from 1-7, with lower scores indicating greater usability. Total drinking occasions were determined by adding the number of drinking occasions captured by SmartIntake plus the number of drinking occasions participants reported that they missed capturing. Usage was defined by the number of days participants provided food/beverage photos through the app, or the number of diet recalls completed.
SmartIntake captured 87% (13/15) of total reported drinking occasions. Participants rated the app as highly usable in the CSUQ (mean 2.28, SD 1.23). Most participants (14/15, 93%) preferred using SmartIntake versus recalls, and usage was significantly higher with SmartIntake than recalls (42/45, 93% vs 35/45, 78%; P=.04). Triple the number of participants submitted alcohol reports with SmartIntake compared to the recalls (SmartIntake 9/15, 60% vs recalls 3/15, 20%; P=.06), and 60% (9/15) of participants reported drinking during the study.
SmartIntake was acceptable to college students who drank heavily and captured most drinking occasions. Participants had higher usage of SmartIntake compared to recalls, suggesting SmartIntake may be well suited to measuring alcohol consumption in young adults. However, 40% (6/15) did not drink during the brief testing period and, although findings are promising, a longer trial is needed.
大量饮酒在年轻人中很普遍,可能会导致肥胖。然而,用于评估酒精热量摄入的测量工具有限,且依赖自我报告,容易产生偏差。
我们研究的目的是对远程食物摄影法和SmartIntake应用程序进行可行性测试,以评估年轻人的饮酒情况。目标包括:(1)量化SmartIntake捕捉饮酒行为的能力;(2)使用计算机系统可用性问卷(CSUQ)评估应用程序的可用性;(3)进行定性访谈;(4)比较SmartIntake与参与者为一项母研究完成的在线饮食回忆之间的偏好、使用情况和酒精使用估计值(卡路里、每次饮酒的克数)。
从一项母研究中招募了认可大量饮酒模式的大学生(N = 15)。参与者使用SmartIntake发送3天内所有酒精和食物摄入的照片,然后完成后续访谈和CSUQ。CSUQ项目的评分范围为1至7分,分数越低表明可用性越高。总饮酒次数通过将SmartIntake捕捉到的饮酒次数加上参与者报告遗漏捕捉的饮酒次数来确定。使用情况由参与者通过应用程序提供食物/饮料照片的天数或完成的饮食回忆次数来定义。
SmartIntake捕捉到了报告的总饮酒次数的87%(13/15)。参与者在CSUQ中将该应用程序评为高度可用(平均2.28,标准差1.23)。大多数参与者(14/15,93%)更喜欢使用SmartIntake而不是回忆法,并且SmartIntake的使用情况显著高于回忆法(42/45,93%对35/45,78%;P = 0.04)。与回忆法相比,使用SmartIntake提交酒精报告的参与者数量增加了两倍(SmartIntake为9/15,60%对回忆法为3/15,20%;P = 0.06),并且60%(9/15)的参与者报告在研究期间饮酒。
SmartIntake对于大量饮酒的大学生来说是可以接受的,并且捕捉到了大多数饮酒场合。与回忆法相比,参与者对SmartIntake的使用频率更高,这表明SmartIntake可能非常适合测量年轻人的酒精消费量。然而,40%(6/15)的参与者在短暂的测试期内没有饮酒,尽管结果很有希望,但仍需要进行更长时间的试验。