1Global Center for Children and Families,Department of Psychiatry & Biobehavioral Sciences,University of California,Los Angeles,10920 Wilshire Blvd,Suite 350,Los Angeles,CA 90024,USA.
2Center for Social Medicine and Humanities,Department of Psychiatry & Biobehavioral Sciences,University of California,Los Angeles,Los Angeles,CA,USA.
Public Health Nutr. 2018 Mar;21(4):679-688. doi: 10.1017/S1368980017003044. Epub 2017 Dec 4.
Mobile phones can replace traditional self-monitoring tools through cell phone-based ecological momentary assessment (CEMA) of lifestyle behaviours and camera phone-based images of meals, i.e. photographic food records (PFR). Adherence to mobile self-monitoring needs to be evaluated in real-world treatment settings. Towards this goal, we examine CEMA and PFR adherence to the use of a mobile app designed to help mothers self-monitor lifestyle behaviours and stress. Design/Setting In 2012, forty-two mothers recorded CEMA of diet quality, exercise, sleep, stress and mood four times daily and PFR during meals over 6 months in Los Angeles, California, USA.
A purposive sample of mothers from mixed ethnicities.
Adherence to recording CEMA at least once daily was higher compared with recording PFR at least once daily over the study period (74 v. 11 %); adherence to both types of reports decreased over time. Participants who recorded PFR for more than a day (n 31) were more likely to be obese v. normal- to overweight and to have higher blood pressure, on average (all P<0·05). Based on random-effects regression, CEMA and PFR adherence was highest during weekdays (both P<0·01). Additionally, PFR adherence was associated with older age (P=0·04). CEMA adherence was highest in the morning (P<0·01). PFR recordings occurred throughout the day.
Variations in population and temporal characteristics should be considered for mobile assessment schedules. Neither CEMA nor PFR alone is ideal over extended periods.
通过基于手机的生活方式行为的生态瞬时评估(CEMA)和基于摄像头手机的膳食图像(即摄影食物记录(PFR)),手机可以替代传统的自我监测工具。需要在实际治疗环境中评估对移动自我监测的依从性。为此,我们检查了使用旨在帮助母亲自我监测生活方式行为和压力的移动应用程序进行 CEMA 和 PFR 依从性。
设计/设置:2012 年,在加利福尼亚州洛杉矶的 42 位母亲在 6 个月内每天四次记录饮食质量、运动、睡眠、压力和情绪的 CEMA,并在进餐时至少每天记录一次 PFR。
来自不同种族的母亲的目的抽样。
与记录 PFR 相比,在研究期间至少每天记录 CEMA 的依从性更高(74%比 11%);随着时间的推移,两种类型的报告的依从性均下降。与仅记录 PFR 一天以上的参与者(n=31)相比,肥胖者更有可能比正常体重至超重者(均 P<0·05)和平均血压更高。基于随机效应回归,工作日期间 CEMA 和 PFR 的依从性最高(均 P<0·01)。此外,PFR 依从性与年龄较大(P=0·04)有关。CEMA 依从性在早晨最高(P<0·01)。PFR 记录全天进行。
在制定移动评估计划时,应考虑人群和时间特征的变化。在较长时间内,单独使用 CEMA 或 PFR 都不理想。