ArticleJAMA network open2023
Comparative Effectiveness of Digital Cognitive Behavioral Therapy vs Medication Therapy Among Patients With Insomnia.
Article in JAMA network open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
17 citing papers in PubMed, 29 citations in OpenAlex.
- Impact of Adherence to Digital Cognitive Behavioral Therapy for Insomnia Effectiveness.Yonsei medical journal · 2025Trial
- Effectiveness of Information and Communication Technology-Based Cognitive Behavioral Therapy Using the Smart Sleep App on Insomnia in Older Adults: Randomized Controlled Trial.Journal of medical Internet research · 2025Trial
- Treatment Modalities and Long-Term Outcomes in Unruptured Vertebrobasilar Fusiform Aneurysms: A Nationwide Observational Cohort Study.Journal of stroke · 2026Article
- Social isolation and 59 common health conditions: insights from observational and genetics analyses.BMC medicine · 2026Article
- The effectiveness of 100 mg aspirin in preventing superimposed preeclampsia in women with chronic hypertension: a real-world study.BMC pregnancy and childbirth · 2026Article
- Analysis of the correlation between the degree of sleepiness and the therapeutic effect in patients with insomnia disorder treated with digital cognitive behavioral therapy.Frontiers in psychiatry · 2026Article
- Stereotactic versus whole-brain radiotherapy combined with immunotherapy in driver gene-negative NSCLC with brain metastases: a real-world IPTW analysis.Frontiers in immunology · 2026Article
- Perioperative flurbiprofen axetil use and postoperative intestinal complications in elderly patients undergoing radical colorectal surgery.Frontiers in pharmacology · 2026Article
- Clinical profiling and prognosis of out-of-hospital cardiac arrest in ST-segment elevation myocardial infarction in an Asian population.Resuscitation plus · 2026Article
- Comparison of different colistin sulfate regimens for carbapenem-resistant gram-negative bacteria pneumonia in neurocritical care patients: a retrospective cohort study.Antimicrobial agents and chemotherapy · 2025Article
- Comparison between vacuum sealing drainage (VSD) and conventional dressing for fournier's gangrene: a single-centre retrospective study.BMC surgery · 2025Article
- Analysis of Outcomes in Pancreaticoduodenectomy for Elderly Patients Aged 80 and Above: A Retrospective Study Using Inverse Probability of Treatment Weighting.Aging medicine (Milton (N.S.W)) · 2025Article
- Integrative sleep management: from molecular pathways to conventional and herbal treatments.Naunyn-Schmiedeberg's archives of pharmacology · 2025Review
- Determining the optimal duration of oral adjuvant chemotherapy in locoregionally advanced nasopharyngeal carcinoma.British journal of cancer · 2025Article
- Digital and AI-Enhanced Cognitive Behavioral Therapy for Insomnia: Neurocognitive Mechanisms and Clinical Outcomes.Journal of clinical medicine · 2025Review
- Associations Between Life's Essential 8 and Insulin Resistance Among Nondiabetic Adults.Journal of the American Heart Association · 2024Article
- Toward personalized care for insomnia in the US Army: a machine learning model to predict response to cognitive behavioral therapy for insomnia.Journal of clinical sleep medicine : JCSM : official publication of the American Academy of Sleep Medicine · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Importance: 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. Objective: 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. Exposures: Treatment with dCBT-I, medication therapy, or combination therapy according to prescriptions. Main Outcomes and Measures: 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. Results: 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. Conclusions and Relevance: 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.
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