Effectiveness of an online insomnia program (SHUTi) for prevention of depressive episodes (the GoodNight Study): a randomised controlled trial
Open accessAbstract
Background In view of the high co-occurrence of depression and insomnia, a novel way to reduce the risk of escalating depression might be to offer an insomnia intervention. We aimed to assess whether an online self-help insomnia program could reduce depression symptoms. Methods We did this randomised controlled trial at the Australian National University in Canberra, Australia. Internet users (aged 18-64 years) with insomnia and depression symptoms, but who did not meet criteria for major depressive disorder, were randomly assigned (1:1), via computer-generated randomisation, to receive SHUTi, a 6 week, modular, online insomnia program based on cognitive behavioural therapy for insomnia, or HealthWatch, an interactive, attention-matched, internet-based placebo control program. Randomisation was stratified by age and sex. Telephone-based interviewers, statisticians, and chief investigators were masked to group allocation. The primary outcome was depression symptoms at 6 months, as measured with the Patient Health Questionnaire (PHQ-9). The primary analysis was by intention to treat. This trial is registered with the Australian New Zealand Clinical Trials Registry, number ACTRN12611000121965. Findings Between April 30, 2013, and June 9, 2014, we randomly assigned 1149 participants to receive SHUTi (n=574) or HealthWatch (n=575), of whom 581 (51%) participants completed the study program assessments at 6 weeks and 504 (44%) participants completed 6 months' follow-up. SHUTi significantly lowered depression symptoms on the PHQ-9 at 6 weeks and 6 months compared with HealthWatch (F[degrees of freedom 2,640·1]=37·2, p<0·0001). Major depressive disorder was diagnosed in 22 (4%) participants at 6 months (n=9 in the SHUTi group and n=13 in the HealthWatch group), with no superior effect of SHUTi versus HealthWatch (Fisher's exact test=0·52; p=0·32). No adverse events were reported. Interpretation Online cognitive behaviour therapy for insomnia treatment is a practical and effective way to reduce depression symptoms and could be capable of reducing depression at the population level by use of a fully automatised system with the potential for wide dissemination. Funding Australian National Health and Medical Research Council.
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Cognitive behavioral therapy (CBT) can reduce suicidal ideation and treat depression and insomnia.
“Cognitive behavioral therapy (CBT) can reduce SI and treat depression and insomnia [5].”
From Efficacy of acceptance and commitment therapy in reducing suicidal ideation and deliberate self-harm: Systematic review (2018) · cites this paper as [5]
The Findings and Results (pages unavailable in our copy) report that the CBT-based SHUTi program reduced suicidal ideation at six weeks, and reduced depression and insomnia symptoms. The suicidal-ideation effect was not significant at six months. The trial excluded people with major depressive disorder, so it supports reducing depressive symptoms, not treating diagnosed depression. (LLM, conf=0.88)
Experimental — accuracy not yet measuredA previous RCT by the lead author using a similar social media strategy recruited an average of 2.8 participants per day.
“Based on a previous RCT conducted by the lead author using a similar social media strategy [31] which recruited an average of 2.8 participants per day”
Other strategies such as those addressing maladaptive social cognition exhibit promising results.
“Other strategies such as those addressing maladaptive social cognition exhibit promising results. 468”
From Time for united action on depression: a Lancet–World Psychiatric Association Commission (2022) · cites this paper as [468]
The use of technology to promote social support and a sense of belonging may be a significant help for older adults during physical distancing, as well as broader befriending and community inclusion initiatives in the longer term.
“In this context, the use of technology 469 (ranging from traditional telephone calls to internet-delivered interventions) to promote social support and a sense of belonging may be a significant help, as well as broader befriending and community inclusion initiatives in the longer term. 468,470”
From Time for united action on depression: a Lancet–World Psychiatric Association Commission (2022) · cites this paper as [468]
Sham controls either replaced core treatment activities with "fake, but plausible therapies" or delivered general, disease agnostic wellbeing tips.
“Sham controls either replaced core treatment activities with “fake, but plausible therapies” (33) or they delivered general, disease agnostic wellbeing tips (32, 56).”
In a trial examining SHUTi, a DTx for insomnia, the researchers did not include a sleep window suggestion in their "attention control".
“For example, in a trial examining SHUTi, a DTx for insomnia, the researchers did not include a sleep window suggestion in their “attention control” (56).”
In the SHUTi trial, the investigational treatment and control condition differ on at least core CBT content and sleep time suggestions, and the difference between them might be based on core CBT content, the concrete sleep time suggestions, or both.
“Therefore the investigational treatment and control condition differ on at least these two aspects, and thus the difference between them might be based on core CBT content, the concrete sleep time suggestions, or both (56).”
In some sham controls, certain content and/or features were removed, mainly disease specific therapeutic content (e.g. CBT) or additional disease management features (community features).
“Finally, certain content and/or features were removed in the control condition, mainly disease specific therapeutic content (e.g. CBT (32, 56)) or additional disease management features (community features (33)).”
Digital forms of CBT for insomnia that require no therapist to be present have been shown to be efficacious.
“Digital forms of CBT for insomnia that require no therapist to be present have been shown to be efficacious as well.10, 11, 12”
From The effects of improving sleep on mental health (OASIS): a randomised controlled trial with mediation analysis (2017) · cites this paper as [12]
The dropout figure and pattern were almost identical to the most comparable previous study.
“with this figure and pattern almost identical to the most comparable previous study.12”
From The effects of improving sleep on mental health (OASIS): a randomised controlled trial with mediation analysis (2017) · cites this paper as [12]
Bias in the outcome results will have been introduced because of the high dropout rate, especially in the treatment group.
“Fifth, bias in the outcome results will have been introduced because of the high dropout rate, especially in the treatment group, which is similar to comparable online studies.12”
From The effects of improving sleep on mental health (OASIS): a randomised controlled trial with mediation analysis (2017) · cites this paper as [12]
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Cites
The PHQ-9: Validity of a brief depression severity measure
Kroenke, K., Spitzer, R. L., & Williams, J. B. W. (2001) · Journal of General Internal Medicine · doi:10.1046/j.1525-1497.2001.016009606.x · Cited by 44,910 · see citing works
A Brief Measure for Assessing Generalized Anxiety Disorder: The GAD-7
Spitzer, R. L., Kroenke, K., Williams, J. B. W., & Löwe, B. (2006) · Archives of Internal Medicine · doi:10.1001/archinte.166.10.1092 · Cited by 31,765 · see citing works
(1998) · The Journal of Clinical Psychiatry · Cited by 19,139 · see citing works
Validation of the Insomnia Severity Index as an outcome measure for insomnia research
Bastien, C. (2001) · Sleep Medicine · doi:10.1016/s1389-9457(00)00065-4 · Cited by 8,067 · see citing works
The mini international neuropsychiatric interview
Lecrubier, Y., Sheehan, D. V., Hergueta, T., & Weiller, E. (1998) · European Psychiatry · doi:10.1016/s0924-9338(99)80239-9 · Cited by 5,882 · see citing works
Linear Mixed Models for Longitudinal Data
Verbeke, G. (1997) · Lecture Notes in Statistics · doi:10.1007/978-1-4612-2294-1_3 · Cited by 3,506 · see citing works
Gulliver, A., Griffiths, K. M., & Christensen, H. (2010) · BMC Psychiatry · doi:10.1186/1471-244x-10-113 · Cited by 3,292 · see citing works
Self-citationEpidemiologic study of sleep disturbances and psychiatric disorders. An opportunity for prevention?
Ford, D. E. (1989) · JAMA · doi:10.1001/jama.262.11.1479 · Cited by 2,440 · see citing works
Global burden of disease in young people aged 10–24 years: a systematic analysis
Gore, F. M., Bloem, P. J., Patton, G. C., Ferguson, J., Joseph, V., Coffey, C., Sawyer, S. M., & Mathers, C. D. (2011) · The Lancet · doi:10.1016/s0140-6736(11)60512-6 · Cited by 2,301 · see citing works
Epidemiologic Study of Sleep Disturbances and Psychiatric Disorders: An Opportunity for Prevention?
Ford, D. E. (1989) · JAMA · doi:10.1001/jama.1989.03430110069030 · Cited by 2,252 · see citing works
Manber, R., Edinger, J. D., Gress, J. L., Pedro-Salcedo, M. G. S., Kuo, T. F., & Kalista, T. (2008) · Sleep · doi:10.1093/sleep/31.4.489 · Cited by 868 · see citing works
Linear mixed models for longitudinal data
(2000) · Springer Series in Statistics · doi:10.1007/b98969 · Cited by 818 · see citing works
Franzen, P. L., & Buysse, D. J. (2008) · Dialogues in Clinical Neuroscience · doi:10.31887/dcns.2008.10.4/plfranzen · Cited by 747 · see citing works
(2005) · Canadian Journal of Counselling and Psychotherapy · Cited by 612 · see citing works
Social-psychological factors affecting help-seeking for emotional problems
Rickwood, D. J., & Braithwaite, V. A. (1994) · Social Science & Medicine · doi:10.1016/0277-9536(94)90099-x · Cited by 583 · see citing works
Newby, J. M., McKinnon, A., Kuyken, W., Gilbody, S., & Dalgleish, T. (2015) · Clinical Psychology Review · doi:10.1016/j.cpr.2015.06.002 · Cited by 545 · see citing works
Ebert, D. D., Zarski, A.-C., Christensen, H., Stikkelbroek, Y., Cuijpers, P., Berking, M., & Riper, H. (2015) · PLOS ONE · doi:10.1371/journal.pone.0119895 · Cited by 533 · see citing works
Self-citationEfficacy of an Internet-based behavioral intervention for adults with insomnia
Ritterband, L. M., Thorndike, F. P., Gonder-Frederick, L. A., Magee, J. C., Bailey, E. T., Saylor, D. K., & Morin, C. M. (2009) · Archives of General Psychiatry · doi:10.1001/archgenpsychiatry.2009.66 · Cited by 482 · see citing works
Self-citationSleep Disturbances in Patients with Schizophrenia: Impact and Effect of Antipsychotics
Cohrs, S. (2008) · CNS Drugs · doi:10.2165/00023210-200822110-00004 · Cited by 433 · see citing works
A new scale for measuring insomnia: the Bergen Insomnia Scale.
Pallesen, S., Bjorvatn, B., Nordhus, I. H., Sivertsen, B., Hjørnevik, M., & Morin, C. M. (2008) · Perceptual and Motor Skills · doi:10.2466/pms.107.3.691-706 · Cited by 426 · see citing works
van Zoonen, K., Buntrock, C., Ebert, D. D., Smit, F., Reynolds, C. F., Beekman, A. T., & Cuijpers, P. (2014) · International Journal of Epidemiology · doi:10.1093/ije/dyt175 · Cited by 425 · see citing works
Bower, P., Kontopantelis, E., Sutton, A., Kendrick, T., Richards, D. A., Gilbody, S., Knowles, S., Cuijpers, P., Andersson, G., Christensen, H., et al. (2013) · BMJ · doi:10.1136/bmj.f540 · Cited by 341 · see citing works
Self-citationTemporal Profiles of the Course of Depression During Treatment
Dew, M. A. (1997) · Archives of General Psychiatry · doi:10.1001/archpsyc.1997.01830230050007 · Cited by 273 · see citing works
Insomnia severity is an indicator of suicidal ideation during a depression clinical trial
McCall, W. V., Blocker, J. N., D’Agostino, R., Kimball, J. N., Boggs, N., Lasater, B., & Rosenquist, P. B. (2010) · Sleep Medicine · doi:10.1016/j.sleep.2010.04.004 · Cited by 231 · see citing works
Blom, K., Jernelöv, S., Kraepelien, M., Bergdahl, M. O., Jungmarker, K., Ankartjärn, L., Lindefors, N., & Kaldo, V. (2015) · SLEEP · doi:10.5665/sleep.4412 · Cited by 197 · see citing works
A Pilot Study of Cognitive-Behavioral Therapy of Insomnia in People with Mild Depression
Taylor, D. J., Lichstein, K. L., Weinstock, J., Sanford, S. D., & Temple, J. R. (2006) · Behavior Therapy · doi:10.1016/j.beth.2006.04.002 · Cited by 174 · see citing works
Development and Perceived Utility and Impact of an Internet Intervention for Insomnia
Thorndike, F. P., Saylor, D. K., Bailey, E. T., Gonder-Frederick, L. A., Morin, C. M., & Ritterband, L. M. (2008) · E-Journal of Applied Psychology · doi:10.7790/ejap.v4i2.133 · Cited by 136 · see citing works
Self-citationWatanabe, N., Furukawa, T. A., Shimodera, S., Morokuma, I., Katsuki, F., Fujita, H., Sasaki, M., Kawamura, C., & Perlis, M. L. (2011) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.10m06130gry · Cited by 132 · see citing works
Ashworth, D. K., Sletten, T. L., Junge, M., Simpson, K., Clarke, D., Cunnington, D., & Rajaratnam, S. M. W. (2015) · Journal of Counseling Psychology · doi:10.1037/cou0000059 · Cited by 131 · see citing works
Glozier, N., Christensen, H., Naismith, S., Cockayne, N., Donkin, L., Neal, B., Mackinnon, A., & Hickie, I. (2013) · PLoS ONE · doi:10.1371/journal.pone.0059139 · Cited by 129 · see citing works
Self-citationDombrovski, A. Y., Cyranowski, J. M., Mulsant, B. H., Houck, P. R., Buysse, D. J., Andreescu, C., Thase, M. E., Mallinger, A. G., & Frank, E. (2008) · Depression and Anxiety · doi:10.1002/da.20467 · Cited by 116 · see citing works
Help-Seeking for Insomnia among Adult Patients in Primary Care
Aikens, J. E., & Rouse, M. E. (2005) · The Journal of the American Board of Family Medicine · doi:10.3122/jabfm.18.4.257 · Cited by 114 · see citing works
Lindelow, M., Hardy, R., & Rodgers, B. (1997) · Journal of Epidemiology and Community Health · doi:10.1136/jech.51.5.549 · Cited by 113 · see citing works
Sleep disturbance, personality and the onset of depression and anxiety: Prospective cohort study
Batterham, P. J., Glozier, N., & Christensen, H. (2012) · Australian & New Zealand Journal of Psychiatry · doi:10.1177/0004867412457997 · Cited by 108 · see citing works
Self-citationStinson, K., Tang, N. K. Y., & Harvey, A. G. (2006) · SLEEP · doi:10.1093/sleep/29.12.1643 · Cited by 99 · see citing works
A NEW SCALE FOR MEASURING INSOMNIA: THE BERGEN INSOMNIA SCALE
Pallesen, S. (2008) · Perceptual and Motor Skills · doi:10.2466/pms.107.7.691-706 · Cited by 92 · see citing works
Wagley, J. N., Rybarczyk, B., Nay, W. T., Danish, S., & Lund, H. G. (2013) · Journal of Clinical Psychology · doi:10.1002/jclp.21927 · Cited by 85 · see citing works
Gosling, J. A., Glozier, N., Griffiths, K. M., Ritterband, L. M., Thorndike, F. P., Mackinnon, A. J., Hehir, K. K., Bennett, A., Bennett, K., & Christensen, H. M. (2014) · Trials · doi:10.1186/1745-6215-15-56 · Cited by 45 · see citing works
Self-citation
Flagged first, then by citations
Research works printed but not linked: 2
- Kroenke K, Spitzer RL, Williams JBW. The PHQ-9. J Gen Intern Med 2001; 16(9): 606-13.
- Epping-Jordan J, Ustun T. The WHODAS-II: leveling the playing field for all disorders. WHO Mental Health Bulletin 2000; 6(5).
Cited by
Sorted by citations
European guideline for the diagnosis and treatment of insomnia
Riemann, D., Baglioni, C., Bassetti, C., Bjorvatn, B., Dolenc Groselj, L., Ellis, J. G., Espie, C. A., Garcia‐Borreguero, D., Gjerstad, M., Gonçalves, M., et al. (2017) · Journal of Sleep Research · doi:10.1111/jsr.12594 · Cited by 2,049 · see citing works
Prevalence of Depression in the Community from 30 Countries between 1994 and 2014
Lim, G. Y., Tam, W. W., Lu, Y., Ho, C. S., Zhang, M. W., & Ho, R. C. (2018) · Scientific Reports · doi:10.1038/s41598-018-21243-x · Cited by 1,557 · see citing works
Insomnia as a predictor of mental disorders: a systematic review and meta-analysis
Hertenstein, E., Feige, B., Gmeiner, T., Kienzler, C., Spiegelhalder, K., Johann, A., Jansson-Fröjmark, M., Palagini, L., Rücker, G., Riemann, D., et al. (2019) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2018.10.006 · Cited by 1,201 · see citing works
Scott, A. J., Webb, T. L., Martyn-St James, M., Rowse, G., & Weich, S. (2021) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2021.101556 · Cited by 1,094 · see citing works
Time for united action on depression: a Lancet–World Psychiatric Association Commission
Herrman, H., Patel, V., Kieling, C., Berk, M., Buchweitz, C., Cuijpers, P., Furukawa, T. A., Kessler, R. C., Kohrt, B. A., Maj, M., et al. (2022) · The Lancet · doi:10.1016/s0140-6736(21)02141-3 · Cited by 1,104 · see citing works
Sleep, insomnia, and depression
Riemann, D. W., Krone, L. B., Wulff, K., & Nissen, C. (2019) · Neuropsychopharmacology · doi:10.1038/s41386-019-0411-y · Cited by 863 · see citing works
Penninx, B. W., Pine, D. S., Holmes, E. A., & Reif, A. (2021) · The Lancet · doi:10.1016/s0140-6736(21)00359-7 · Cited by 740 · see citing works
Freeman, D., Sheaves, B., Goodwin, G. M., Yu, L.-M., Nickless, A., Harrison, P. J., Emsley, R., Luik, A. I., Foster, R. G., Wadekar, V., et al. (2017) · The Lancet Psychiatry · doi:10.1016/s2215-0366(17)30328-0 · Cited by 652 · see citing works
Brain mechanisms of insomnia: new perspectives on causes and consequences
Someren, E. J. W. V. (2020) · Physiological Reviews · doi:10.1152/physrev.00046.2019 · Cited by 558 · see citing works
Espie, C. A., Emsley, R., Kyle, S. D., Gordon, C., Drake, C. L., Siriwardena, A. N., Cape, J., Ong, J. C., Sheaves, B., Foster, R., et al. (2019) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2018.2745 · Cited by 466 · see citing works
Insomnia disorder: State of the science and challenges for the future
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
S3-Leitlinie Nicht erholsamer Schlaf/Schlafstörungen
Riemann, D. W., Baum, E., Cohrs, S., Crönlein, T., Hajak, G., Hertenstein, E., Klose, P., Langhorst, J., Mayer, G., Nissen, C., et al. (2017) · Somnologie - Schlafforschung und Schlafmedizin · doi:10.1007/s11818-016-0097-x · Cited by 339 · see citing works
Torok, M., Han, J., Baker, S., Werner-Seidler, A., Wong, I., Larsen, M. E., & Christensen, H. (2020) · The Lancet Digital Health · doi:10.1016/s2589-7500(19)30199-2 · Cited by 273 · see citing works
Self-citationCognitive Behavioural Therapy for Insomnia (CBT-I) to treat depression: a systematic review
Cunningham, J. E. A., & Shapiro, C. M. (2018) · Journal of Psychosomatic Research · doi:10.1016/j.jpsychores.2017.12.012 · Cited by 278 · see citing works
Ebert, D. D., Cuijpers, P., Muñoz, R. F., & Baumeister, H. (2017) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2017.00116 · Cited by 244 · see citing works
Mental Health Prevention and Promotion—A Narrative Review
Singh, V., Kumar, A., & Gupta, S. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.898009 · Cited by 255 · see citing works
Systematic Review and Meta-analysis of Adolescent Cognitive–Behavioral Sleep Interventions
Blake, M. J., Sheeber, L. B., Youssef, G. J., Raniti, M. B., & Allen, N. B. (2017) · Clinical Child and Family Psychology Review · doi:10.1007/s10567-017-0234-5 · Cited by 242 · see citing works
“Patient adherence to online interventions also represents a major challenge, as indicated by the 50% completion rate for computerized CBT-I in two recent studies (Lancee et al. 2016; Christensen et al. 2016).”
BackgroundPigeon, W. R., Bishop, T. M., & Krueger, K. M. (2017) · Current Psychiatry Reports · doi:10.1007/s11920-017-0802-x · Cited by 233 · see citing works
Sander, L., Rausch, L., & Baumeister, H. (2016) · JMIR Mental Health · doi:10.2196/mental.6061 · Cited by 218 · see citing works
Friedrich, A., & Schlarb, A. A. (2018) · Journal of Sleep Research · doi:10.1111/jsr.12568 · Cited by 241 · see citing works
Sleep quality, internet addiction and depressive symptoms among undergraduate students in Nepal
Bhandari, P. M., Neupane, D., Rijal, S., Thapa, K., Mishra, S. R., & Poudyal, A. K. (2017) · BMC Psychiatry · doi:10.1186/s12888-017-1275-5 · Cited by 212 · see citing works
Gee, B., Orchard, F., Clarke, E., Joy, A., Clarke, T., & Reynolds, S. (2019) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2018.09.004 · Cited by 212 · see citing works
Littlewood, D. L., Kyle, S. D., Carter, L.-A., Peters, S., Pratt, D., & Gooding, P. (2019) · Psychological Medicine · doi:10.1017/s0033291718001009 · Cited by 209 · see citing works
Irwin, M. R., Carrillo, C., Sadeghi, N., Bjurstrom, M. F., Breen, E. C., & Olmstead, R. (2022) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2021.3422 · Cited by 203 · see citing works
Cheng, P., Luik, A. I., Fellman-Couture, C., Peterson, E. L., Joseph, C. L. M., Tallent, G., Tran, K. M., Ahmedani, B. K., Roehrs, T., Roth, T. G., et al. (2018) · Psychological Medicine · doi:10.1017/s0033291718001113 · Cited by 183 · see citing works
Ballesio, A., Aquino, M. R. J. V., Feige, B., Johann, A. F., Kyle, S. D., Spiegelhalder, K., Lombardo, C., Rücker, G., Riemann, D., & Baglioni, C. (2018) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2017.01.006 · Cited by 172 · see citing works
Felder, J. N., Epel, E. S., Neuhaus, J. M., Krystal, A. D., & Prather, A. A. (2020) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2019.4491 · Cited by 173 · see citing works
Hermes, E. D., Lyon, A. R., Schueller, S. M., & Glass, J. E. (2019) · Journal of Medical Internet Research · doi:10.2196/11752 · Cited by 149 · see citing works
A randomized controlled trial of digital cognitive behavioral therapy for insomnia in pregnant women
Kalmbach, D. A., Cheng, P., O'Brien, L. M., Swanson, L. M., Sangha, R., Sen, S., Guille, C., Cuamatzi-Castelan, A., Henry, A. L., Roth, T., et al. (2020) · Sleep Medicine · doi:10.1016/j.sleep.2020.03.016 · Cited by 154 · see citing works
Digital Cognitive Behavioral Therapy (dCBT) for Insomnia: a State-of-the-Science Review
Luik, A. I., Kyle, S. D., & Espie, C. A. (2017) · Current Sleep Medicine Reports · doi:10.1007/s40675-017-0065-4 · Cited by 156 · see citing works
Cheng, P., Kalmbach, D. A., Tallent, G., Joseph, C. L. M., Espie, C. A., & Drake, C. L. (2019) · SLEEP · doi:10.1093/sleep/zsz150 · Cited by 159 · see citing works
The Evolving Nexus of Sleep and Depression
Plante, D. T. (2021) · American Journal of Psychiatry · doi:10.1176/appi.ajp.2021.21080821 · Cited by 146 · see citing works
Characteristics and challenges of the clinical pipeline of digital therapeutics
Patel, N. A., & Butte, A. J. (2020) · npj Digital Medicine · doi:10.1038/s41746-020-00370-8 · Cited by 143 · see citing works
Hasan, F., Tu, Y.-K., Yang, C.-M., James Gordon, C., Wu, D., Lee, H.-C., Yuliana, L. T., Herawati, L., Chen, T.-J., & Chiu, H.-Y. (2022) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2021.101567 · Cited by 137 · see citing works
Palagini, L., Bastien, C., Marazziti, D., Ellis, J. G., & Riemann, D. W. (2019) · Journal of Sleep Research · doi:10.1111/jsr.12841 · Cited by 134 · see citing works
Kalmbach, D. A., Cheng, P., Arnedt, J. T., Anderson, J. R., Roth, T. G., Fellman-Couture, C., Williams, R. A., & Drake, C. L. (2018) · Sleep Medicine · doi:10.1016/j.sleep.2018.11.019 · Cited by 133 · see citing works
Moderators of Cognitive Behavioral Treatment for Insomnia on Depression and Anxiety Outcomes
Mirchandaney, R., Barete, R., & Asarnow, L. D. (2022) · Current Psychiatry Reports · doi:10.1007/s11920-022-01326-3 · Cited by 130 · see citing works
Vedaa, 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
Self-citationRiemann, D. W., Dressle, R. J., Benz, F., Spiegelhalder, K., Johann, A. F., Nissen, C., Hertenstein, E., Baglioni, C., Palagini, L., Krone, L. B., et al. (2024) · Journal of Sleep Research · doi:10.1111/jsr.14252 · Cited by 134 · see citing works
Ye, Y.-Y., Chen, N.-K., Chen, J., Liu, J., Lin, L., Liu, Y.-Z., Lang, Y., Li, X.-J., Yang, X.-J., & Jiang, X.-J. (2016) · BMJ Open · doi:10.1136/bmjopen-2015-010707 · Cited by 115 · see citing works
LaMonica, H. M., Davenport, T. A., Roberts, A., & Hickie, I. B. (2021) · JMIR Aging · doi:10.2196/21461 · Cited by 108 · see citing works
Self-citationZhou, E. S., Ritterband, L. M., Bethea, T. N., Robles, Y., Heeren, T., & Rosenberg, L. A. (2022) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2022.0653 · Cited by 111 · see citing works
Self-citationvan der Zweerde, T., van Straten, A., Effting, M., Kyle, S. D., & Lancee, J. (2018) · Psychological Medicine · doi:10.1017/s0033291718001149 · Cited by 109 · see citing works
LaMonica, H. M., English, A., Hickie, I. B., Ip, J., Ireland, C., West, S., Shaw, T. J., Mowszowski, L., Glozier, N., Duffy, S. L., et al. (2017) · Journal of Medical Internet Research · doi:10.2196/jmir.7981 · Cited by 107 · see citing works
Self-citationBlanken, T. F., Borsboom, D., Penninx, B. W. J. H., & Someren, E. J. W. V. (2019) · SLEEP · doi:10.1093/sleep/zsz288 · Cited by 105 · see citing works
Social media recruitment for mental health research: A systematic review
Sanchez, C., Grzenda, A. L., Varias, A. D., Widge, A. S., Carpenter, L. L., McDonald, W. M., Nemeroff, C. B., Kalin, N. H., Martin, G., Tohen, M. F., et al. (2020) · Comprehensive Psychiatry · doi:10.1016/j.comppsych.2020.152197 · Cited by 108 · see citing works
Drake, C. L., Kalmbach, D. A., Arnedt, J. T., Cheng, P., Tonnu, C. V., Cuamatzi-Castelan, A. S., & Fellman-Couture, C. (2018) · SLEEP · doi:10.1093/sleep/zsy217 · Cited by 103 · see citing works
Blom, K., Jernelöv, S., Rück, C., Lindefors, N., & Kaldo, V. (2017) · SLEEP · doi:10.1093/sleep/zsx108 · Cited by 102 · see citing works
Digital therapeutics for mental health: Is attrition the Achilles heel?
Nwosu, A., Boardman, S., Husain, M. M., & Doraiswamy, P. M. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.900615 · Cited by 101 · see citing works
Cheng, P., Casement, M. D., Kalmbach, D. A., Castelan, A. C., & Drake, C. L. (2021) · Sleep · doi:10.1093/sleep/zsaa258 · Cited by 97 · see citing works
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
Self-citationLutz, J., Offidani, E., Taraboanta, L., Lakhan, S. E., & Campellone, T. R. (2022) · Frontiers in Digital Health · doi:10.3389/fdgth.2022.823977 · Cited by 89 · see citing works
Rigabert, A., Motrico, E., Moreno-Peral, P., Resurrección, D. M., Conejo-Cerón, S., Cuijpers, P., Martín-Gómez, C., López-Del-Hoyo, Y., & Bellón, J. Á. (2020) · Clinical Psychology Review · doi:10.1016/j.cpr.2020.101931 · Cited by 92 · see citing works
Lee, S., Oh, J. W., Park, K., Lee, E. M., & Lee, E. M. (2023) · npj Digital Medicine · doi:10.1038/s41746-023-00800-3 · Cited by 94 · see citing works
Sleep to Lower Elevated Blood Pressure: A Randomized Controlled Trial (SLEPT)
McGrath, E. R., Espie, C. A., Power, A., Murphy, A. W., Newell, J., Kelly, C., Duffy, N., Gunning, P., Gibson, I., Bostock, S., et al. (2016) · American Journal of Hypertension · doi:10.1093/ajh/hpw132 · Cited by 88 · see citing works
Batterham, 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
Self-citationRelationship between Sleep Problems and Self-Injury: A Systematic Review
Khazaie, H., Zakiei, A., McCall, W. V., Noori, K., Rostampour, M., Bahmani, D. S., & Brand, S. (2020) · Behavioral Sleep Medicine · doi:10.1080/15402002.2020.1822360 · Cited by 86 · see citing works
Digital therapeutics in the clinic
Phan, P., Mitragotri, S., & Zhao, Z. (2023) · Bioengineering & Translational Medicine · doi:10.1002/btm2.10536 · Cited by 90 · see citing works
Kyle, S. D., Hurry, M. E. D., Emsley, R., Marsden, A., Omlin, X., Juss, A., Spiegelhalder, K., Bisdounis, L., Luik, A. I., Espie, C. A., et al. (2020) · SLEEP · doi:10.1093/sleep/zsaa034 · Cited by 81 · see citing works
Overnight worsening of emotional distress indicates maladaptive sleep in insomnia
Wassing, R., Benjamins, J. S., Talamini, L. M., Schalkwijk, F., & Van Someren, E. J. W. (2019) · Sleep · doi:10.1093/sleep/zsy268 · Cited by 78 · see citing works
Kalmbach, D. A., Abelson, J. L., Arnedt, J. T., Zhao, Z., Schubert, J. R., & Sen, S. (2018) · Sleep Medicine · doi:10.1016/j.sleep.2018.12.001 · Cited by 76 · see citing works
Luik, A. I., Bostock, S., Chisnall, L., Kyle, S. D., Lidbetter, N., Baldwin, N., & Espie, C. A. (2016) · Behavioural and Cognitive Psychotherapy · doi:10.1017/s1352465816000369 · Cited by 72 · see citing works
Morin, C. M. (2020) · Expert Review of Medical Devices · doi:10.1080/17434440.2020.1852929 · Cited by 66 · see citing works
Does insomnia treatment prevent depression?
Boland, E. M., Goldschmied, J. R., & Gehrman, P. R. (2023) · SLEEP · doi:10.1093/sleep/zsad104 · Cited by 69 · see citing works
Reeve, S., Nickless, A., Sheaves, B., & Freeman, D. (2018) · Psychiatry Research · doi:10.1016/j.psychres.2018.08.090 · Cited by 69 · see citing works
Chen, S., Zhang, J., Li, S. X., Tsang, C. C., Chan, K. C. C., Au, C. T., Li, A. M., Kong, A. P. S., Wing, Y. K., & Chan, N. Y. (2021) · Journal of Affective Disorders · doi:10.1016/j.jad.2021.07.033 · Cited by 65 · see citing works
Psychiatry in the Digital Age: A Blessing or a Curse?
Roth, C. B., Papassotiropoulos, A., Brühl, A. B., Lang, U. E., & Huber, C. G. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18168302 · Cited by 71 · 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
Tighe, J., Nicholas, J., Shand, F., & Christensen, H. (2018) · JMIR Mental Health · doi:10.2196/10732 · Cited by 64 · see citing works
“Cognitive behavioral therapy (CBT) can reduce SI and treat depression and insomnia [5].”
Self-citationA Smartphone App for Adolescents With Sleep Disturbance: Development of the Sleep Ninja
Werner-Seidler, A., O'Dea, B., Shand, F., Johnston, L., Frayne, A., Fogarty, A. S., & Christensen, H. (2017) · JMIR Mental Health · doi:10.2196/mental.7614 · Cited by 64 · see citing works
Self-citationPigeon, W., Funderburk, J., Cross, W. F., Bishop, T., & Crean, H. F. (2019) · Translational Behavioral Medicine · doi:10.1093/tbm/ibz108 · Cited by 55 · see citing works
Henry, A. L., Miller, C. B., Emsley, R., Sheaves, B., Freeman, D. H., Luik, A. I., Littlewood, D. L., Saunders, K. E. A., Kanady, J. C., Carl, J. R., et al. (2020) · Journal of Sleep Research · doi:10.1111/jsr.13140 · Cited by 63 · see citing works
Ho, F. Y.-Y., Chan, C. S., Lo, W.-Y., & Leung, J. C.-Y. (2020) · Journal of Affective Disorders · doi:10.1016/j.jad.2020.01.062 · Cited by 58 · see citing works
Associations of fatigue and sleep disturbance with nine common mental disorders
McCallum, S. M., Batterham, P. J., Calear, A. L., Sunderland, M., Carragher, N., & Kazan, D. (2019) · Journal of Psychosomatic Research · doi:10.1016/j.jpsychores.2019.05.005 · Cited by 64 · see citing works
Self-citationFucito, L. M., DeMartini, K. S., Hanrahan, T. H., Yaggi, H. K., Heffern, C., & Redeker, N. S. (2017) · Alcoholism Clinical and Experimental Research · doi:10.1111/acer.13342 · Cited by 63 · see citing works
Cliffe, B., Croker, A., Denne, M., Smith, J., & Stallard, P. (2020) · JMIR Mental Health · doi:10.2196/14842 · Cited by 56 · see citing works
Denis, D., Eley, T. C., Rijsdijk, F. V., Zavos, H. M. S., Keers, R., Espie, C. A., Luik, A. I., Badini, I., Derveeuw, S., Hodsoll, J. P., et al. (2019) · Sleep Medicine · doi:10.1016/j.sleep.2019.10.007 · Cited by 57 · see citing works
Chung, H., Pandeya, N., Dobson, A. J., Kuh, D. J., Brunner, E. J., Crawford, S. L., Avis, N. E., Gold, E. B., Mitchell, E. S., Woods, N. F., et al. (2018) · Psychological Medicine · doi:10.1017/s0033291718000168 · Cited by 55 · see citing works
Wang, G., Deng, Y., Jiang, Y., Lin, Q., Dong, S., Song, Y., Zhu, L., Zhu, Q., Sun, W., Zhang, Y., et al. (2018) · SLEEP · doi:10.1093/sleep/zsy179 · Cited by 55 · see citing works
Leerssen, J., Lakbila-Kamal, O., Dekkers, L. M. S., Ikelaar, S. L. C., Albers, A. C. W., Blanken, T. F., Lancee, J., van der Lande, G. J. M., Maksimovic, T., Mastenbroek, S. E., et al. (2022) · Psychotherapy and Psychosomatics · doi:10.1159/000520282 · Cited by 54 · see citing works
Behrendt, D., Ebert, D. D., Spiegelhalder, K., & Lehr, D. (2020) · Journal of Medical Internet Research · doi:10.2196/13346 · Cited by 52 · see citing works
Zhou, E. S., & Recklitis, C. J. (2020) · Pediatric Blood & Cancer · doi:10.1002/pbc.28506 · Cited by 52 · see citing works
Byrne, S., McCarthy, E., DeViva, J. C., Southwick, S. M., & Pietrzak, R. H. (2021) · Journal of Clinical Sleep Medicine · doi:10.5664/jcsm.9182 · Cited by 51 · see citing works
Clinical Evaluation of Digital Therapeutics: Present and Future
Huh, K. Y., Oh, J., Lee, S., & Yu, K. (2022) · Healthcare Informatics Research · doi:10.4258/hir.2022.28.3.188 · Cited by 51 · see citing works
Hwang, J., Lee, G. E., Woo, J. H., Kim, S. M., & Kwon, J. Y. (2025) · npj Digital Medicine · doi:10.1038/s41746-025-01514-4 · Cited by 50 · see citing works
Batterham, P. J., Calear, A. L., Farrer, L., McCallum, S. M., & Cheng, V. W. S. (2018) · Internet Interventions · doi:10.1016/j.invent.2017.08.002 · Cited by 48 · see citing works
Self-citationVancampfort, D., Stubbs, B., Firth, J., Hagemann, N., Myin‐Germeys, I., Rintala, A., Probst, M., Veronese, N., & Koyanagi, A. (2018) · Journal of Sleep Research · doi:10.1111/jsr.12714 · Cited by 48 · see citing works
Glenn, C. R., Kleiman, E. M., Kearns, J. C., Boatman, A. E., Conwell, Y., Alpert‐Gillis, L. J., & Pigeon, W. R. (2021) · Development and Psychopathology · doi:10.1017/s0954579421000699 · Cited by 45 · see citing works
Werner‐Seidler, A., Huckvale, K., Larsen, M. E., Calear, A. L., Maston, K., Johnston, L., Torok, M. H., O’Dea, B., Batterham, P. J., Schweizer, S., et al. (2020) · Trials · doi:10.1186/s13063-019-3901-7 · Cited by 48 · see citing works
Self-citationChow, P. I., Ingersoll, K. S., Thorndike, F. P., Lord, H. R., Gonder-Frederick, L. A., Morin, C. M., & Ritterband, L. M. (2017) · Sleep Medicine · doi:10.1016/j.sleep.2017.11.1140 · Cited by 46 · see citing works
Self-citationWerner‐Seidler, A., Li, S. H., Spanos, S., Johnston, L., O'Dea, B., Torok, M., Ritterband, L., Newby, J. M., Mackinnon, A. J., & Christensen, H. (2023) · Journal of Child Psychology and Psychiatry · doi:10.1111/jcpp.13795 · Cited by 42 · see citing works
Self-citationDigital Cognitive Behavioral Therapy for Insomnia Using a Smartphone Application in China
Zhang, C., Liu, Y., Guo, X., Liu, Y., Shen, Y., & Ma, J. (2023) · JAMA Network Open · doi:10.1001/jamanetworkopen.2023.4866 · Cited by 46 · see citing works
Sander, L., Paganini, S., Lin, J., Schlicker, S., Ebert, D. D., Buntrock, C., & Baumeister, H. (2017) · BMC Psychiatry · doi:10.1186/s12888-017-1193-6 · Cited by 44 · see citing works
Duncan, M. J., Vandelanotte, C., Trost, S. G., Rebar, A. L., Rogers, N., Burton, N. W., Murawski, B., Rayward, A., Fenton, S., & Brown, W. J. (2016) · BMC Public Health · doi:10.1186/s12889-016-3256-x · Cited by 43 · see citing works
Indirect prevention and treatment of depression: an emerging paradigm?
Cuijpers, P. (2021) · Clinical Psychology in Europe · doi:10.32872/cpe.6847 · Cited by 44 · see citing works
“For example, one study found that participants with insomnia and subthreshold depression who receive cognitive behaviour therapy for insomnia had a smaller chance to develop major depression at follow-up (Christensen et al., 2016).”
BackgroundCondon, H. E., Maurer, L. F., & Kyle, S. D. (2021) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2020.101412 · Cited by 42 · see citing works
Edge, D., Watkins, E. R., Limond, J., & Mugadza, J. (2023) · Behaviour Research and Therapy · doi:10.1016/j.brat.2023.104292 · Cited by 42 · see citing works
Chan, C. S., Wong, C. Y.-F., Yu, B. Y., Hui, V. K., Ho, F. Y., & Cuijpers, P. J. (2021) · Psychological Medicine · doi:10.1017/s0033291721003421 · Cited by 42 · see citing works
Real-world evidence from users of a behavioral digital therapeutic for chronic insomnia
Ritterband, L. M., Thorndike, F. P., Morin, C. M., Gerwien, R. W., Enman, N. M., Xiong, X. R., Luderer, H. F., Edington, S., Braun, S., & Maricich, Y. A. (2022) · Behaviour Research and Therapy · doi:10.1016/j.brat.2022.104084 · Cited by 41 · see citing works
Self-citationEspie, C. A., & Henry, A. L. (2023) · Journal of Sleep Research · doi:10.1111/jsr.14025 · Cited by 42 · see citing works
- Authors
- Christensen, H., Batterham, P. J., Gosling, J. A., Ritterband, L. M., Griffiths, K. M., Thorndike, F. P., Glozier, N., O'Dea, B., Hickie, I. B., & Mackinnon, A. J.
- Affiliations
- Black Dog Institute (AU)
- Australian National University (AU)
- University of Virginia (US)
- The University of Sydney (AU)
- The University of Melbourne (AU)
- Corresponding author
- Christensen, Helen
- ORCID
- Venue
- The Lancet Psychiatry
- Publisher
- Elsevier BV
- Published
- 2016-04
- Volume
- 3
- Issue
- 4
- Pages
- 333-341
- ISSN
- 2215-0366 (ISSN-L)
- OpenAlex
- W2268895016
- Cited by
- 365
- References
- 38
- Citations by year
- 2026: 21 · 2025: 33 · 2024: 29 · 2023: 46 · 2022: 37 · 2021: 43 · 2020: 41 · 2019: 34 · 2018: 36 · 2017: 36 · 2016: 8
- FWCI
- 54.10
- Type
- journal article
- Language
- en
- Open access
- green
- hdl.handle.net
- Licence
- cc-by-nc-nd
- www.elsevier.com/tdm/userlicense/1.0/ (tdm)
- Locations
- The Lancet Psychiatry (publishedVersion)
- PubMed (publishedVersion)
- UNSWorks (University of New South Wales, Sydney, Australia) (submittedVersion, cc-by-nc-nd)
- UNSWorks (UNSW Sydney) (submittedVersion, cc-by-nc-nd)
- Funders
- NHMRC (number 1005867, 1056964, 1083311, grant 1059620)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Sleep and related disorders
- Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Keywords
- insomnia, depression prevention, cognitive behavioral therapy for insomnia, online self-help intervention, online intervention, depressive symptoms, major depressive disorder, PHQ-9, digital mental health tools
- MeSH terms
- Adolescent, Adult, Depression, Female, Humans, Sleep Initiation and Maintenance Disorders, Male, Middle Aged, Self-Help Groups, Program Evaluation, Internet, Young Adult
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