Aguilera Adrian, Schueller Stephen M, Leykin Yan
University of California, Berkeley, United States; University of California, San Francisco, United States.
Northwestern University, United States.
J Affect Disord. 2015 Apr 1;175:471-4. doi: 10.1016/j.jad.2015.01.033. Epub 2015 Jan 29.
Mobile and automated technologies are increasingly becoming integrated into mental health care and assessment. The purpose of this study was to determine how automated daily mood ratings are related to the Patient Health Questionnaire-9 (PHQ-9), a standard measure in the screening and tracking of depressive symptoms.
There was a significant relationship between daily mood scores and PHQ-9 scores, and between one-week average mood scores and PHQ-9 scores, controlling for linear change in depression scores. PHQ-9 scores were not related to the average of two week mood ratings. This study also constructed models using variance, maximum, and minimum values of mood ratings in the preceding week and two-week periods as predictors of PHQ-9. None of these variables significantly predicted PHQ-9 scores when controlling for daily mood ratings and the corresponding averages for each period.
This study only assessed patients who were in treatment for depression, therefore findings might not generalize to the relationship between text message mood ratings for those who are not depressed. The sample was also predominantly Spanish speaking and low-income making generalizability to other populations uncertain.
Our results show that automatic text message based mood ratings can be a clinically useful proxy for the PHQ-9. Importantly, this approach avoids the limitations of the PHQ-9 administration, which include length and a higher requirement for literacy.
移动和自动化技术越来越多地融入到精神卫生保健和评估中。本研究的目的是确定自动化的每日情绪评分与患者健康问卷-9(PHQ-9)之间的关系,PHQ-9是筛查和跟踪抑郁症状的一项标准指标。
在控制抑郁评分的线性变化后,每日情绪评分与PHQ-9评分之间、一周平均情绪评分与PHQ-9评分之间存在显著关系。PHQ-9评分与两周情绪评分的平均值无关。本研究还构建了模型,以前一周和两周期间情绪评分的方差、最大值和最小值作为PHQ-9的预测指标。在控制每日情绪评分和每个时间段的相应平均值时,这些变量均未显著预测PHQ-9评分。
本研究仅评估了正在接受抑郁症治疗的患者,因此研究结果可能无法推广到未患抑郁症者的短信情绪评分之间的关系。样本主要是讲西班牙语的低收入人群,这使得研究结果对其他人群的普遍性存在不确定性。
我们的结果表明,基于自动短信的情绪评分可以作为PHQ-9在临床上有用的替代指标。重要的是,这种方法避免了PHQ-9应用中的局限性,包括篇幅较长以及对识字能力要求较高。