Targeting hyperarousal to improve sleep: A network intervention analysis of a digital intervention for insomnia
Betz, L. T.; Göder, R.; Jacob, G. A.; Riemann, D.
Show abstract
ObjectiveDigital cognitive behavioral therapy for insomnia (CBT-I) is an effective and scalable treatment for chronic insomnia. However, treatment outcomes are typically evaluated using aggregated symptom scores, which obscure differential effects on individual symptoms and limit insights into underlying mechanisms. This study applied network intervention analysis (NIA) to investigate how somnovia, a self-guided digital CBT-I intervention, is associated with changes in individual symptoms of insomnia, depression, and anxiety over time. MethodThis secondary analysis used data from a randomized controlled trial including 290 adults with chronic insomnia who were randomized to somnovia plus treatment as usual or treatment as usual alone. Using item-level data from the Insomnia Severity Index (ISI), Patient Health Questionnaire-9 (PHQ-9), and Generalized Anxiety Disorder-7 (GAD-7) collected at baseline, 3 months, and 6 months, NIA was conducted to identify direct and indirect associations between treatment assignment and individual symptoms. ResultsAt 3 months, somnovia was primarily associated with reductions in sleep-related worry, dissatisfaction with sleep quality, and difficulties relaxing, indicating early effects on cognitive and physiological arousal processes. Improvements in other symptoms appeared to occur indirectly through these core arousal-related processes. By 6 months, treatment-related associations were more broadly distributed across the symptom network, consistent with generalized improvements extending beyond sleep-specific complaints. ConclusionTogether, these findings suggest that somnovia exerts its clinical effects by reducing hyperarousal as a central transdiagnostic process, through which improvements in insomnia may contribute to sustained benefits in broader mental health outcomes, including symptoms of depression and anxiety. Trial RegistrationClinicalTrials.gov (NCT05558865).
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Depression is Associated with Treatment Response Trajectories in Adults with Prolonged Grief Disorder: A Machine Learning Analysis 93%
- Unstable sleep and rest-activity rhythms in adolescents at-risk for bipolar disorder: links to mood symptoms and the effect of sleep stabilization 90%
- Consistent Differential Effects of Bupropion and Mirtazapine in Major Depression 90%
Similar papers in this journal
- Using Major Depression Polygenic Risk Scores to Explore the Depressive Symptom Continuum 90%
- Disentangling heterogeneity of psychosis expression in the general population: sex-specific moderation effects of environmental risk factors on symptom networks 90%
- Effectiveness of attexis, a Digital Intervention Based on Cognitive Behavioral Therapy for Adults with ADHD: A Randomized Controlled Trial 90%
Similar papers in this journal
- Light Enhanced Cognitive Behavioral Therapy (CBT + ) for Insomnia and Fatigue During Chemotherapy for Breast Cancer: A Randomized Controlled Trial 93%
- Disseminating sleep education to graduate psychology programs online: A knowledge translation study to improve the management of insomnia 92%
- Beta spectral power during sleep is associated with impaired recall of extinguished fear 92%
Similar papers in this journal
- Improving sleep after stroke: a randomised controlled trial of digital cognitive behavioural therapy for insomnia 95%
- The effect of sleep continuity disruption on multimodal emotion processing and regulation: a laboratory-based, randomized, controlled experiment in good sleepers 94%
- Two years after lockdown: longitudinal trajectories of sleep disturbances and mental health over the COVID-19 pandemic and the effects of age, gender, and chronotype 92%
Similar papers in this journal
- Remote virtual reality assessment elucidates self-blame-related action tendencies in depression 90%
- Self-Focused Brain Predictors of Cognitive Behavioral Therapy Response in a Transdiagnostic Sample 90%
- Clinical properties of the Short Mood and Feelings Questionnaire: Development of a free calculator based on a Brazilian High-Risk Cohort Study 89%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.