Efficacy of internet-delivered cognitive-behavioral therapy for insomnia— a systematic review and meta-analysis of randomized controlled trials
Open accessAbstract
Cognitive-behavioral therapy for insomnia (CBT-I) has been shown efficacious, but the challenge remains to make it available and accessible in order to meet population needs. Delivering CBT-I over the internet (eCBT-I) may be one method to overcome this challenge. The objective of this meta-analysis was to evaluate the efficacy of eCBT-I and the moderating influence of various study characteristics. Two researchers independently searched key electronic databases (1991 to June 2015), selected eligible publications, extracted data, and evaluated methodological quality. Eleven randomized controlled trials examining a total of 1460 participants were included. Results showed that eCBT-I improved insomnia severity, sleep efficiency, subjective sleep quality, wake after sleep onset, sleep onset latency, total sleep time, and number of nocturnal awakenings at post-treatment, with effect sizes (Hedges's g) ranging from 0.21 to 1.09. The effects were comparable to those found for face-to-face CBT-I, and were generally maintained at 4-48 wk follow-up. Moderator analyses showed that longer treatment duration and higher degree of personal clinical support were associated with larger effect sizes, and that larger study dropout in the intervention group was associated with smaller effect sizes. In conclusion, internet-delivered CBT-I appears efficacious and can be considered a viable option in the treatment of insomnia.
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Riemann, D. W., Benz, F., Dressle, R. J., Espie, C. A., Johann, A. F., Blanken, T. F., Leerssen, J., Wassing, R., Henry, A. L., Kyle, S. D., et al. (2022) · Journal of Sleep Research · doi:10.1111/jsr.13604 · Cited by 368 · see citing works
“Several meta-analyses report large between-group effects on insomnia severity, and medium effects on sleep diary outcomes (Seyffert et al., 2016; Soh et al., 2020; Zachariae et al., 2016), and benefits to sleep are durable,”
BackgroundS3-Leitlinie Nicht erholsamer Schlaf/Schlafstörungen
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Hyperarousal and sleep reactivity in insomnia: current insights
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“Although a longer treatment duration is associated with better effects [80], this still implies that users do not necessarily need to finish the complete program to experience reduction of their complaints, and that there should be a threshold for intended use.”
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“Years of sleep problems, median (IQR) 7 (4-10) 10 (5-15) 9 (5-15) z = 2.”
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Changing Behavior Using the Theory of Planned Behavior
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“There were 71 meta-analyses of Internet-based interventions that met eligibility criteria and were included in this study [7-76].”
Zachariae, R., Amidi, A., Damholdt, M. F., Clausen, C. D. R., Dahlgaard, J., Lord, H., Thorndike, F. P., & Ritterband, L. M. (2018) · JNCI: Journal of the National Cancer Institute · doi:10.1093/jnci/djx293 · Cited by 212 · see citing works
“The study dropout rates of 22.6% and 18.1% in the intervention and control groups, respectively, are comparable to the average study dropout of 24.7% found in previous iCBT-Is with general population samples (18) and dropout rates of up to 33% found in face-to-face-delivered CBT-I (13).”
BackgroundResultInfluentialSelf-citationEvidence Base Update of Psychosocial Treatments for Self-Injurious Thoughts and Behaviors in Youth
Glenn, C. R., Esposito, E. C., Porter, A. C., & Robinson, D. J. (2019) · Journal of Clinical Child & Adolescent Psychology · doi:10.1080/15374416.2019.1591281 · Cited by 219 · see citing works
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Validation of the Sleep Regularity Index in Older Adults and Associations with Cardiometabolic Risk
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Efficacy and safety of acupuncture treatment on primary insomnia: a randomized controlled trial.
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“Though dCBT-I is still nascent, support for its efficacy has been accumulating from randomized controlled trials comparing it with an attention control or face-to-face CBT-I (Ström et al. 2004; Ritterband et al. 2009, 2017; Espie et al. 2012; Zachariae et al. 2016).”
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“As digital CBTI has proven highly efficacious at improving sleep in broader adult populations [40], leveraging this technology to increase reach and accessibility of insomnia care for pregnant women has immense potential to improve sleep and mental wellbeing in this vulnerable population.”
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“Zachariae and colleagues [16] found in their meta-analysis that 58.”
Advances in the management of chronic insomnia
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Efficacy of cognitive behavioral therapy for insomnia in breast cancer: A meta-analysis
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“supported the short-term effectiveness of dCBT-I for both insomnia [23, 24, 28] and depression [17, 29, 30].”
BackgroundThe role of sleep in bipolar disorder
Gold, A. K., & Sylvia, L. G. (2016) · Nature and Science of Sleep · doi:10.2147/nss.s85754 · Cited by 147 · see citing works
“Zachariae et al 86 conducted a meta-analysis of Internet-delivered cognitive behavioral therapy for insomnia (eCBT-I) with findings indicating that eCBT-I was effective in improving self-reported sleep quality, sleep onset latency, sleep efficiency, and total sleep time among individuals with…”
InfluentialChanging Behavior Using the Model of Action Phases
Keller, L., Gollwitzer, P. M., & Sheeran, P. (2020) · The Handbook of Behavior Change · doi:10.1017/9781108677318.006 · Cited by 147 · see citing works
Cognitive Behavioral Therapy for Prenatal Insomnia: A Randomized Controlled Trial
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Heart rate variability in insomnia patients: A critical review of the literature
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“Guidance might be an important factor in bibliotherapy Our analyses and current evidence 14–17 indicate that guided and unguided iCBT-I should be considered to improve the dissemination of CBT-I in routine care.”
Sleep Disturbances and Atopic Dermatitis: Relationships, Methods for Assessment, and Therapies
Bawany, F., Northcott, C. A., Beck, L. A., & Pigeon, W. R. (2020) · The Journal of Allergy and Clinical Immunology In Practice · doi:10.1016/j.jaip.2020.12.007 · Cited by 134 · see citing works
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Banbury forum consensus statement on the path forward for digital mental health treatment
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Public attitudes toward guided internet-based therapies: web-based survey study
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“In recent years, a large number of randomized controlled trials have shown that internet interventions can effectively treat various mental health disorders, such as depression [13,14], anxiety [15-17], insomnia [18], alcohol use disorder [19], comorbid mental health problems in chronic somatic diseases [20,21], and p…”
BackgroundVedaa, Ø., Kallestad, H., Scott, J. L., Smith, O. R. F., Pallesen, S., Morken, G., Langsrud, K., Gehrman, P., Thorndike, F. P., Ritterband, L. M., et al. (2020) · The Lancet Digital Health · doi:10.1016/s2589-7500(20)30135-7 · Cited by 118 · see citing works
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Internet-Based Cognitive Behavioral Therapy for Insomnia: A Health Economic Evaluation
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Changing Behavior Using the Health Action Process Approach
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Non-pharmacological Approaches for Management of Insomnia
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Pilot evaluation of the Sleep Ninja: A smartphone application for adolescent insomnia symptoms
Werner-Seidler, A., Wong, Q., Johnston, L., O’Dea, B., Torok, M., & Christensen, H. (2019) · BMJ Open · doi:10.1136/bmjopen-2018-026502 · Cited by 82 · see citing works
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Insomnia in adult patients with cancer: ESMO Clinical Practice Guideline
Grassi, L., Zachariae, R., Caruso, R., Palagini, L., Campos-Ródenas, R., Riba, M. B., Lloyd-Williams, M., Kissane, D., Rodin, G., McFarland, D., et al. (2023) · ESMO Open · doi:10.1016/j.esmoop.2023.102047 · Cited by 96 · see citing works
Natsky, A. N., Vakulin, A., Chai-Coetzer, C. L., Lack, L., McEvoy, R. D., Lovato, N., Sweetman, A., Gordon, C. J., Adams, R. J., & Kaambwa, B. (2020) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2020.101351 · Cited by 91 · see citing works
Lorenz, N., Heim, E., Rötger, A., Birrer, E., & Maercker, A. R. A. (2018) · Behavioural and Cognitive Psychotherapy · doi:10.1017/s1352465818000486 · Cited by 90 · see citing works
“One meta-analysis found eleven published randomized controlled trials (RCTs) which had tested the effect of internet-delivered CBT-I (Zachariae et al., 2016).”
BackgroundMethodInfluentialGao, Y., Ge, L., Liu, M., Niu, M., Chen, Y., Sun, Y., Chen, J., Yao, L., Wang, Q., Li, Z., et al. (2022) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2022.101648 · Cited by 89 · see citing works
Squires, L. R., Rash, J. A., Fawcett, J., & Garland, S. N. (2022) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2022.101615 · Cited by 85 · see citing works
Taylor, D. J., Peterson, A. L., Pruiksma, K. E., Young‐McCaughan, S., Nicholson, K. L., & Mintz, J. (2017) · SLEEP · doi:10.1093/sleep/zsx075 · Cited by 87 · see citing works
“The primary hypotheses were that in-person and Internet CBTi would result in greater sleep efficiency improvement from pre-treatment to post-treatment than the control condition and that in-person CBTi would also be superior to Internet CBTi.”
MethodResultInfluentialBatterham, P. J., Christensen, H. M., Mackinnon, A. J., Gosling, J. A., Thorndike, F. P., Ritterband, L. M., Glozier, N., & Griffiths, K. M. (2017) · BJPsych Open · doi:10.1192/bjpo.bp.117.005231 · Cited by 85 · see citing works
Zakiei, A., Khazaie, H., Rostampour, M., Lemola, S., Esmaeili, M., Dürsteler, K., Brühl, A., Sadeghi-Bahmani, D., & Brand, S. (2021) · Life · doi:10.3390/life11020133 · Cited by 84 · see citing works
“CBT-i can be delivered as group-therapy interventions [19,20] or as internet-delivered interventions [21,22].”
BackgroundMorland, L. A., Wells, S. Y., Glassman, L. H., Greene, C. J., Hoffman, J. E., & Rosen, C. S. (2020) · Current Treatment Options in Psychiatry · doi:10.1007/s40501-020-00215-x · Cited by 87 · see citing works
Cheung, J. M. Y., Jarrin, D. C., Ballot, O., Bharwani, A. A., & Morin, C. M. (2018) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2018.11.001 · Cited by 84 · see citing works
Sleep disturbance in psoriasis: a case-controlled study
Jensen, P., Zachariae, C. O. C., Skov, L., & Zachariae, R. H. (2018) · British Journal of Dermatology · doi:10.1111/bjd.16702 · Cited by 87 · see citing works
Ebert, D. D., Harrer, M., Apolinário-Hagen, J., & Baumeister, H. (2019) · Advances in Experimental Medicine and Biology · doi:10.1007/978-981-32-9721-0_29 · Cited by 76 · see citing works
van der Zweerde, T., Lancee, J., Slottje, P., Bosmans, J. E., Someren, E. J. W. V., & van Straten, A. (2020) · Psychotherapy and Psychosomatics · doi:10.1159/000505600 · Cited by 76 · see citing works
Harper Shehadeh, M. J., Abi Ramia, J., Cuijpers, P., El Chammay, R., Heim, E., Kheir, W., Saeed, K., van Ommeren, M., van’t Hof, E., Watts, S., et al. (2020) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2019.00986 · Cited by 75 · see citing works
Etzelmueller, A., Radkovsky, A., Hannig, W., Berking, M., & Ebert, D. D. (2018) · Internet Interventions · doi:10.1016/j.invent.2018.01.003 · Cited by 75 · see citing works
Parsons, C. E., Zachariae, R. H., Landberger, C., & Young, K. S. (2021) · Clinical Psychology Review · doi:10.1016/j.cpr.2021.102027 · Cited by 75 · see citing works
Majd, N. R., Broström, A., Ulander, M., Lin, C., Griffiths, M. D., Imani, V., Ahorsu, D. K., Ohayon, M. M., & Pakpour, A. H. (2020) · Journal of Medical Internet Research · doi:10.2196/15841 · Cited by 75 · see citing works
“The insomnia intervention was delivered via a smartphone app to make it available and accessible to meet population needs; app-based interventions overcome some of the pragmatic problems of the face-to-face therapy, including time limitations and high costs [41,42].”
MethodSavard, J., Ivers, H., Savard, M., Morin, C. M., Caplette‐Gingras, A., Bouchard, S., & Lacroix, G. (2021) · SLEEP · doi:10.1093/sleep/zsab166 · Cited by 74 · see citing works
“For the current study, we developed a web-based version of our video-based program as the first treatment step in view of the accumulating evidence supporting the efficacy of web-based CBT-I [22, 23].”
MethodMorin, C. M. (2020) · Expert Review of Medical Devices · doi:10.1080/17434440.2020.1852929 · Cited by 66 · see citing works
Shafran, R., Wade, T. D., Egan, S. J., Kothari, R., Allcott-Watson, H., Carlbring, P., Rozental, A., & Andersson, G. (2017) · Behaviour Research and Therapy · doi:10.1016/j.brat.2017.05.014 · Cited by 72 · see citing works
Smartphone-Based Psychotherapeutic Micro-Interventions to Improve Mood in a Real-World Setting
Meinlschmidt, G., Lee, J.-H., Stalujanis, E., Belardi, A., Oh, M., Jung, E. K., Kim, H.-C., Alfano, J., Yoo, S.-S., & Tegethoff, M. (2016) · Frontiers in Psychology · doi:10.3389/fpsyg.2016.01112 · Cited by 68 · see citing works
“…Harvard Medical School, Boston, MA, USA, 6 Incheon St. Mary’s Hospital, The Catholic University of Korea, Incheon, South Korea Background: Using mobile communication technology as new personalized approach to treat mental disorders or to more generally improve quality of life is highly promising.”
BackgroundMun, C. J., Campbell, C., McGill, L., & Aaron, R. V. (2021) · Pain medicine (Malden, Mass.) · doi:10.1093/pm/pnaa446 · Cited by 67 · see citing works
“These online interventions are not only easily accessible and scalable, but also have demonstrated effect sizes comparable to those found in interventions delivered in person [31, 32].”
BackgroundThree-Year Follow-Up of Insomnia and Hypnotics after Controlled Internet Treatment for Insomnia
Blom, K., Jernelöv, S., Rück, C., Lindefors, N., & Kaldo, V. (2016) · SLEEP · doi:10.5665/sleep.5850 · Cited by 69 · see citing works
Gardner, B., Rebar, A. L., & Lally, P. J. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108677318.041 · Cited by 69 · see citing works
The Importance of Sleep for People With Chronic Pain: Current Insights and Evidence
Whale, K., & Gooberman‐Hill, R. (2022) · JBMR Plus · doi:10.1002/jbm4.10658 · Cited by 72 · see citing works
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“A unique contribution of this study is that it assessed sleep quality at 3 and 6 months, which is longer than the intervention periods and follow-up intervals of many sleep interventions.(56) The magnitude of the betweengroup difference in favor of the intervention group at 3 months is consistent with findings from tr…”
BackgroundResultPrevention of internalizing disorders and suicide via adolescent sleep interventions
Blake, M. J., & Allen, N. B. (2019) · Current Opinion in Psychology · doi:10.1016/j.copsyc.2019.08.027 · Cited by 66 · see citing works
Sleep and Dreaming in Posttraumatic Stress Disorder
Miller, K. E., Brownlow, J. A., Woodward, S., & Gehrman, P. (2017) · Current Psychiatry Reports · doi:10.1007/s11920-017-0827-1 · Cited by 67 · see citing works
Digital Delivery of Cognitive Behavioral Therapy for Insomnia
Luik, A. I., van der Zweerde, T., van Straten, A., & Lancee, J. (2019) · Current Psychiatry Reports · doi:10.1007/s11920-019-1041-0 · Cited by 69 · see citing works
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“To our knowledge, no study has focused on insomnia complaints, despite the evidence that digital behavioral therapies are effective to treat insomnia [12-14].”
Internetbasierte Interventionen in der Behandlung psychischer Störungen
Klein, J. P., Gerlinger, G., Knaevelsrud, C., Bohus, M., Meisenzahl, E., Kersting, A., Röhr, S., Riedel-Heller, S. G., Sprick, U., Dirmaier, J., et al. (2016) · Der Nervenarzt · doi:10.1007/s00115-016-0217-7 · Cited by 65 · see citing works
- Authors
- Zachariae, R., Lyby, M. S., Ritterband, L. M., & O'Toole, M. S.
- Affiliations
- Aarhus University (DK)
- University of Virginia (US)
- Corresponding author
- Zachariae, Robert
- Venue
- Sleep Medicine Reviews
- Publisher
- Elsevier BV
- Published
- 2016-12
- Volume
- 30
- Pages
- 1-10
- ISSN
- 1087-0792 (ISSN-L)
- OpenAlex
- W1863769327
- Cited by
- 704
- References
- 82
- Citations by year
- 2026: 27 · 2025: 81 · 2024: 69 · 2023: 76 · 2022: 78 · 2021: 70 · 2020: 136 · 2019: 47 · 2018: 45 · 2017: 50 · 2016: 22 · 2015: 1 · 2014: 1
- FWCI
- 5.07
- Type
- journal article
- Language
- en
- Open access
- green
- pure.au.dk
- Licence
- cc-by-nc-nd
- www.elsevier.com/tdm/userlicense/1.0/ (tdm)
- Locations
- Sleep Medicine Reviews (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Sleep and related disorders
- Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
- Health Sciences › Medicine › Physiology › Obstructive Sleep Apnea Research
- Keywords
- internet-based cognitive behavioral therapy, insomnia, treatment efficacy, sleep efficiency, sleep quality, wake after sleep onset, sleep latency, nocturnal awakenings, treatment duration, follow-up maintenance, dropout
- MeSH terms
- Humans, Sleep Initiation and Maintenance Disorders, Cognitive Behavioral Therapy, Randomized Controlled Trials as Topic, Treatment Outcome, Internet
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