Department of Psychiatry, University of Hong Kong, Hong Kong SAR, China.
Department of Psychiatry, University of Hong Kong, Hong Kong SAR, China; State Key Laboratory of Brain and Cognitive Sciences, University of Hong Kong, Hong Kong SAR, China.
Psychiatry Res. 2022 Nov;317:114880. doi: 10.1016/j.psychres.2022.114880. Epub 2022 Oct 7.
This study aimed to determine the efficacy of digitalized personalized feedback derived from experience sampling method (ESM) data for improving women's mental health and to explore its potential to become a prevention intervention. In this three-arm, randomized controlled trial, 124 adult women aged 18 to 64 years with mild to moderate depressive and anxiety symptoms were randomly assigned to ESM with personalized feedback (ESM-f, 40 women), ESM alone (ESM, 43 women), or no additional intervention (control, 41 women). The ESM-f and ESM groups received six weeks of ESM, but only the former received biweekly individualized feedback. The primary outcome measure was changes in mental well-being as measured by the 21-item Depression, Anxiety, and Stress Scale (DASS-21) from baseline to 8, 12, 16, 20, and 32 weeks and the comparison between the ESM-f and the control group. The ESM-f group experienced a significantly greater decline in DASS-21 total scores compared with the control group while the ESM and control groups had a comparable decline in DASS-21 total scores. ESM-derived personalized feedback can improve women's mental well-being. Additional research is needed to determine its cost-effectiveness, long-term consequences, and efficacy as a preventive intervention for common mental disorders.
本研究旨在确定源自经验采样法(ESM)数据的数字化个性化反馈对改善女性心理健康的效果,并探讨其作为预防干预措施的潜力。在这项三臂随机对照试验中,124 名年龄在 18 至 64 岁之间、有轻至中度抑郁和焦虑症状的成年女性被随机分配到接受 ESM 加个性化反馈(ESM-f,40 名女性)、仅接受 ESM(ESM,43 名女性)或不接受额外干预(对照组,41 名女性)。ESM-f 和 ESM 组均接受了六周的 ESM,但只有前者接受了每两周一次的个性化反馈。主要结局指标是使用 21 项抑郁、焦虑和压力量表(DASS-21)从基线到 8、12、16、20 和 32 周的变化以及 ESM-f 组与对照组之间的比较。与对照组相比,ESM-f 组的 DASS-21 总分下降幅度明显更大,而 ESM 组和对照组的 DASS-21 总分下降幅度相当。ESM 衍生的个性化反馈可以改善女性的心理健康。需要进一步研究以确定其成本效益、长期后果以及作为常见精神障碍预防干预措施的效果。