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Defining the dose-response curve of digital CBT for insomnia: a model-based network meta-analysis of treatment duration and clinical effectiveness.

Behaviour research and therapy·May 2026·Yan-Bing Huang, Lu Yuan, Ying Zhu et al.
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Key Finding

Digital CBT-I demonstrates optimal effectiveness at 250 minutes total treatment duration, achieving nearly 8-point improvement on the Insomnia Severity Index, with effects plateauing beyond 300 minutes.

What This Means For You

Researchers analyzed 73 studies involving over 14,000 people to determine the optimal amount of digital cognitive behavioral therapy for insomnia (CBT-I) needed for best results. Digital CBT-I is an online or app-based treatment that helps people change thoughts and behaviors affecting their sleep. The study found that digital CBT-I works in a predictable way: benefits increase with treatment duration up to about 250 minutes of total therapy time, then level off. At this optimal dose, participants experienced significant improvement in insomnia severity—nearly 8 points better on a standard insomnia scale compared to no treatment. The treatment reached half of its maximum benefit at just 45 minutes, meaning even brief interventions can help. Interestingly, people with insomnia plus other health conditions responded even faster than those with insomnia alone, needing only 39 minutes to reach half-maximum benefit. Programs longer than 300 minutes didn't provide additional advantages. These findings are important because they help establish evidence-based "prescriptions" for digital insomnia treatment, similar to medication dosing guidelines. For patients considering treatment options, this research supports digital CBT-I as an effective first-line approach, particularly appealing as a lower-intensity alternative before trying other therapies. While this study focused on digital cognitive behavioral therapy rather than acupuncture, patients seeking complementary approaches for insomnia should consult with a qualified, licensed acupuncturist to discuss treatment options appropriate for their individual needs.

Clinical Notes for Practitioners

This model-based network meta-analysis of 73 RCTs (n=14,465) characterized the dose-response relationship of digital CBT-I using total treatment duration as the intended dose metric. Employing the Emax function model, researchers identified maximum efficacy of -5.77 points on the Insomnia Severity Index versus control (95%CrI: -7.51 to -4.68). The ED50 was 44.55 minutes (95%CrI: 3.20-137.23), while 250-minute protocols achieved optimal effectiveness (mean difference -7.95; 95%CrI: -11.77 to -4.22). The dose-response curve demonstrated a non-linear relationship with plateau effects beyond 300 minutes. Subgroup analysis revealed differential sensitivity, with comorbid insomnia showing lower ED50 (38.93 minutes) compared to isolated insomnia (62.26 minutes). Clinical implications support 250-minute digital CBT-I protocols as evidence-based first-line low-intensity interventions for insomnia management. These findings establish quantitative dosing parameters that may inform treatment protocols and comparative effectiveness research across therapeutic modalities, including acupuncture interventions for insomnia.

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