Zhejiang University, Hangzhou, China.
Alibaba Damo Academy, Hangzhou, China.
JAMA Netw Open. 2023 Apr 3;6(4):e237597. doi: 10.1001/jamanetworkopen.2023.7597.
Although digital cognitive behavioral therapy for insomnia (dCBT-I) has been studied in many randomized clinical trials and is recommended as a first-line treatment option, few studies have systematically examined its effectiveness, engagement, durability, and adaptability in clinical settings.
To evaluate the clinical effectiveness, engagement, durability, and adaptability of dCBT-I.
DESIGN, SETTING, AND PARTICIPANTS: This retrospective cohort study was conducted using longitudinal data collected via a mobile app named Good Sleep 365 between November 14, 2018, and February 28, 2022. Three therapeutic modes (ie, dCBT-I, medication, and their combination) were compared at month 1, month 3, and month 6 (primary). Inverse probability of treatment weighting (IPTW) using propensity scores was applied to enable homogeneous comparisons between the 3 groups.
Treatment with dCBT-I, medication therapy, or combination therapy according to prescriptions.
The Pittsburgh Sleep Quality Index (PSQI) score and its essential subitems were used as the primary outcomes. Effectiveness on comorbid somnolence, anxiety, depression, and somatic symptoms were used as secondary outcomes. Cohen d effect size, P value, and standardized mean difference (SMD) were used to measure differences in treatment outcomes. Changes in outcomes and response rates (≥3 points change in PSQI score) were also reported.
A total of 4052 patients (mean [SD] age, 44.29 [12.01] years; 3028 [74.7%] female participants) were selected for dCBT-I (n = 418), medication (n = 862), and their combination (n = 2772). Compared with the change in PSQI score at 6 months for participants receiving medication alone (from a mean [SD] of 12.85 [3.49] to 8.92 [4.03]), both dCBT-I (from a mean [SD] of 13.51 [3.03] to 7.15 [3.25]; Cohen d, -0.50; 95% CI, -0.62 to -0.38; P < .001; SMD = 0.484) and combination therapy (from a mean [SD] of 12.92 [3.49] to 6.98 [3.43]; Cohen d, 0.50; 95% CI, 0.42 to 0.58; P < .001; SMD = 0.518) were associated with significant reductions; dCBT-I had a comparable effect as combination therapy (Cohen d, 0.05; 95% CI, -0.05 to 0.15; P = .66; SMD = 0.05), but showed unstable durability. Outcomes of dCBT-I improved steadily and rapidly during the first 3 months, and then fluctuated. The response rates with dCBT-I and combination therapy were higher than with medication. Changes in secondary outcomes indicated statistically significant benefits from dCBT-I and combination therapy. The results of subgroup analysis were consistent with the main findings, demonstrating the superiority of dCBT-I vs medication therapy in various subpopulations.
In this study, clinical evidence suggested that combination therapy was optimal, and dCBT-I was more effective than medication therapy, with long-term benefits for insomnia. Future studies are needed to analyze its clinical effectiveness and reliability in distinct subpopulations.
尽管已在许多随机临床试验中研究了数字认知行为疗法治疗失眠症(dCBT-I),并将其推荐为一线治疗选择,但很少有研究系统地评估其在临床环境中的有效性、参与度、持久性和适应性。
评估 dCBT-I 的临床效果、参与度、持久性和适应性。
设计、设置和参与者:本回顾性队列研究使用通过名为 Good Sleep 365 的移动应用程序在 2018 年 11 月 14 日至 2022 年 2 月 28 日期间收集的纵向数据进行。在第 1 个月、第 3 个月和第 6 个月(主要)比较了三种治疗模式(即 dCBT-I、药物治疗和联合治疗)。使用倾向评分进行逆概率治疗加权(IPTW),以实现三组之间的同质比较。
根据处方接受 dCBT-I、药物治疗或联合治疗。
匹兹堡睡眠质量指数(PSQI)评分及其基本分项被用作主要结果。共病性嗜睡、焦虑、抑郁和躯体症状的治疗效果作为次要结果。使用 Cohen d 效应大小、P 值和标准化平均差(SMD)来衡量治疗效果的差异。还报告了治疗结果的变化和反应率(PSQI 评分变化≥3 分)。
共选择了 4052 名患者(平均[标准差]年龄,44.29[12.01]岁;3028[74.7%]名女性参与者)接受 dCBT-I(n=418)、药物治疗(n=862)和联合治疗(n=2772)。与单独接受药物治疗的患者在 6 个月时 PSQI 评分的变化相比(从平均[标准差]的 12.85[3.49]降至 8.92[4.03]),dCBT-I(从平均[标准差]的 13.51[3.03]降至 7.15[3.25];Cohen d,-0.50;95%CI,-0.62 至-0.38;P<.001;SMD=0.484)和联合治疗(从平均[标准差]的 12.92[3.49]降至 6.98[3.43];Cohen d,0.50;95%CI,0.42 至 0.58;P<.001;SMD=0.518)与显著降低相关;dCBT-I 与联合治疗的效果相当(Cohen d,0.05;95%CI,-0.05 至 0.15;P=0.66;SMD=0.05),但持久性不稳定。dCBT-I 的治疗效果在最初的 3 个月内稳步快速改善,然后波动。dCBT-I 和联合治疗的反应率高于药物治疗。次要结果的变化表明 dCBT-I 和联合治疗具有统计学显著益处。亚组分析的结果与主要发现一致,表明 dCBT-I 在各种亚人群中优于药物治疗。
本研究临床证据表明,联合治疗是最佳选择,dCBT-I 比药物治疗更有效,对失眠症具有长期益处。需要进一步研究来分析其在不同亚人群中的临床效果和可靠性。