Digital cognitive behavioral therapy for insomnia promotes later health resilience during the coronavirus disease 19 (COVID-19) pandemic
Open accessAbstract
Study Objectives: Stressful life events contribute to insomnia, psychosocial functioning, and illness. Though individuals with a history of insomnia may be especially vulnerable during stressful life events, risk may be mitigated by prior intervention. This study evaluated the effect of prior digital cognitive-behavioral therapy for insomnia (dCBT-I) versus sleep education on health resilience during the COVID-19 pandemic. Methods: COVID impact, insomnia, general- and COVID-related stress, depression, and global health were assessed in April 2020 in adults with a history of insomnia who completed a randomized controlled trial of dCBT-I (n = 102) versus sleep education control (n = 106) in 2016–2017. Regression analyses were used to evaluate the effect of intervention conditions on subsequent stress and health during the pandemic. Results: Insomnia symptoms were significantly associated with COVID-19 related disruptions, and those who previously received dCBT-I reported less insomnia symptoms, less general stress and COVID-related cognitive intrusions, less depression, and better global health than those who received sleep education. Moreover, the odds for resurgent insomnia was 51% lower in the dCBT-I versus control condition. Similarly, odds of moderate to severe depression during COVID-19 was 57% lower in the dCBT-I condition. Conclusions: Those who received dCBT-I had increased health resilience during the COVID-19 pandemic in adults with a history of insomnia and ongoing mild to moderate mental health symptoms. These data provide evidence that dCBT-I is a powerful tool to promote mental and physical health during stressors, including the COVID-19 pandemic. Clinical Trial Registration: NCT02988375
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In a randomized trial by Cheng and colleagues, the digital CBT-i group had significantly fewer insomnia symptoms, stress, cognitive intrusions, and depression than the education-only control during the pandemic.
“The digital CBT-i group had significantly less insomnia symptoms, stress, cognitive intrusions and depression [12].”
From Overview of sleep management during COVID-19. (2022) · cites this paper as [12]
The Results sections on insomnia, stress, and health during COVID-19 report significantly lower insomnia symptoms, COVID-related cognitive intrusions, and depressive symptoms in the prior dCBT-I group than in the sleep-education control. COVID-specific stress was also significantly lower, but general stress showed only a trend (p = 0.055), so the claim overstates the significance of the general-stress finding. (LLM, conf=0.90)
Experimental — accuracy not yet measuredFor specific management of COVID-19 sleep dysfunction, five CBT studies were available: two controlled insomnia trials, one worry/secondary insomnia study, one case study, and one small online child study.
“As to specific management of sleep dysfunction during COVID-19, five studies of cognitive behavioral therapy (CBT) were available – two controlled trials of insomnia [11,12], one focused on worry and secondary insomnia [13], one case study [14] and a small online study in children [15].”
From Overview of sleep management during COVID-19. (2022) · cites this paper as [12]
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Cites
Wang, C., Pan, R., Wan, X., Tan, Y., Xu, L., Ho, C. S., & Ho, R. C. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17051729 · Cited by 9,923 · 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
Holmes, E. A., O'Connor, R. C., Perry, V. H., Tracey, I., Wessely, S., Arseneault, L., Ballard, C., Christensen, H., Cohen Silver, R., Everall, I., et al. (2020) · The Lancet Psychiatry · doi:10.1016/s2215-0366(20)30168-1 · Cited by 5,715 · see citing works
Cella, D., Riley, W., Stone, A., Rothrock, N., Reeve, B., Yount, S., Amtmann, D., Bode, R., Buysse, D., Choi, S., et al. (2010) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2010.04.011 · Cited by 5,128 · see citing works
Mental health and the COVID-19 pandemic
Pfefferbaum, B., & North, C. S. (2020) · New England Journal of Medicine · doi:10.1056/nejmp2008017 · Cited by 4,378 · see citing works
Huang, Y., & Zhao, N. (2020) · Psychiatry Research · doi:10.1016/j.psychres.2020.112954 · Cited by 3,736 · see citing works
The outbreak of COVID-19 coronavirus and its impact on global mental health
Torales, J., O’Higgins, M., Castaldelli-Maia, J. M., & Ventriglio, A. (2020) · International Journal of Social Psychiatry · doi:10.1177/0020764020915212 · Cited by 3,013 · see citing works
Baglioni, C., Battagliese, G., Feige, B., Spiegelhalder, K., Nissen, C., Voderholzer, U., Lombardo, C., & Riemann, D. (2011) · Journal of Affective Disorders · doi:10.1016/j.jad.2011.01.011 · Cited by 2,779 · see citing works
Galea, S., Merchant, R. M., & Lurie, N. (2020) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2020.1562 · Cited by 2,089 · see citing works
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
The hyperarousal model of insomnia: A review of the concept and its evidence
Riemann, D., Spiegelhalder, K., Feige, B., Voderholzer, U., Berger, M., Perlis, M., & Nissen, C. (2010) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2009.04.002 · Cited by 1,789 · see citing works
Altena, E., Baglioni, C., Espie, C. A., Ellis, J., Gavriloff, D., Holzinger, B., Schlarb, A., Frase, L., Jernelöv, S., & Riemann, D. (2020) · Journal of Sleep Research · doi:10.1111/jsr.13052 · Cited by 991 · cited 2× · see citing works
“Together, these data suggest that the prevalence and costs of insomnia are likely to increase as the COVID-19 pandemic continues [3, 9].”
BackgroundNierenberg, A. A., Husain, M. M., Trivedi, M. H., Fava, M., Warden, D., Wisniewski, S. R., Miyahara, S., & Rush, A. J. (2010) · Psychological Medicine · doi:10.1017/s0033291709006011 · Cited by 458 · see citing works
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. (2016) · The Lancet Psychiatry · doi:10.1016/s2215-0366(15)00536-2 · Cited by 365 · see citing works
Gehrman, P., Seelig, A. D., Jacobson, I. G., Boyko, E. J., Hooper, T. I., Gackstetter, G. D., Ulmer, C. S., Smith, T. C., & Millennium Cohort Study Team (2013) · Sleep · doi:10.5665/sleep.2798 · Cited by 339 · see citing works
Seyffert, M., Lagisetty, P., Landgraf, J., Chopra, V., Pfeiffer, P. N., Conte, M. L., & Rogers, M. A. M. (2016) · PLOS ONE · doi:10.1371/journal.pone.0149139 · Cited by 323 · see citing works
Carney, C. E., Segal, Z. V., Edinger, J. D., & Krystal, A. D. (2007) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.v68n0211 · Cited by 265 · see citing works
The efficacy of cognitive-behavioral therapy for insomnia in patients with chronic pain
Jungquist, C. R., O’Brien, C., Matteson-Rusby, S., Smith, M. T., Pigeon, W. R., Xia, Y., Lu, N., & Perlis, M. L. (2010) · Sleep Medicine · doi:10.1016/j.sleep.2009.05.018 · Cited by 256 · cited 1× · see citing works
“For example, CBT-I has been shown to reduce nonsleep symptoms of depression and anxiety [39, 40], nonsleep focused rumination [41], chronic pain [42], as well as global health and quality of life [43].”
BackgroundNelson, B. W., Pettitt, A., Flannery, J. E., & Allen, N. B. (2020) · PLOS ONE · doi:10.1371/journal.pone.0241990 · Cited by 175 · see citing works
Slow dissolving of emotional distress contributes to hyperarousal
Wassing, R., Benjamins, J. S., Dekker, K., Moens, S., Spiegelhalder, K., Feige, B., Riemann, D., van der Sluis, S., Van Der Werf, Y. D., Talamini, L. M., et al. (2016) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1522520113 · Cited by 174 · see citing works
Kalmbach, D. A., Buysse, D. J., Cheng, P., Roth, T., Yang, A., & Drake, C. L. (2020) · Sleep Medicine · doi:10.1016/j.sleep.2019.11.1184 · Cited by 100 · see citing works
Self-citationReliability and Validity of the Brief Insomnia Questionnaire in the America Insomnia Survey
Kessler, R. C., Coulouvrat, C., Hajak, G., Lakoma, M. D., Roth, T., Sampson, N., Shahly, V., Shillington, A., Stephenson, J. J., Walsh, J. K., et al. (2010) · Sleep · doi:10.1093/sleep/33.5.1539 · Cited by 71 · see citing works
Flagged first, then by citations
Research works printed but not linked: 61
- [4]Rajkumar RP. COVID-19 and mental health: a review of the existing literature. Asian J Psychiatr. 2020; 52: 102066. 32302935 PMC7151415
- [5]Cellini N, et al Changes in sleep pattern, sense of time and digital media use during COVID-19 lockdown in Italy. J Sleep Res. 2020; 29(4): e13074. 32410272 PMC7235482
- [12]Germain A, et al Sleep in PTSD: conceptual model and novel directions in brain-based research and interventions. Curr Opin Psychol. 2017; 14: 84– 89. 28813325
- [13]Manber R, et al Insomnia and depression: a multifaceted interplay. Curr Psychiatry Rep. 2009; 11(6): 437– 442. 19909664
- [14]Vargas I, et al Insomnia and depression: clinical associations and possible mechanistic links. Curr Opin Psychol. 2020; 34: 95– 99. 31846870 PMC12172691
- [16]Hertenstein E, et al Insomnia as a predictor of mental disorders: a systematic review and meta-analysis. Sleep Med Rev. 2019; 43: 96– 105. 30537570
- [17]Pigeon WR, et al Insomnia as a precipitating factor in new onset mental illness: a systematic review of recent findings. Curr Psychiatry Rep. 2017; 19(8): 44. 28616860
- [18]Li L, et al Insomnia and the risk of depression: a meta-analysis of prospective cohort studies. BMC Psychiatry. 2016; 16(1): 375. 27816065 PMC5097837
- [19]Soehner AM, et al Prevalence and clinical correlates of co-occurring insomnia and hypersomnia symptoms in depression. J Affect Disord. 2014; 167: 93– 97. 24953480 PMC4291280
- [20]O’Brien EM, et al Severe insomnia is associated with more severe presentation and greater functional deficits in depression. J Psychiatr Res. 2011; 45(8): 1101– 1105. 21306733
- [22]Brownlow JA, et al Influence of sleep disturbance on global functioning after posttraumatic stress disorder treatment. J Trauma Stress. 2016; 29(6): 515– 521. 27859588
- [23]Mason EC, et al Insomnia before and after treatment for anxiety and depression. J Affect Disord. 2014; 168: 415– 421. 25108278
- [24]Pigeon WR, et al Longitudinal relationships of insomnia, nightmares, and PTSD severity in recent combat veterans. J Psychosom Res. 2013; 75(6): 546– 550. 24290044
- [25]Schnurr PP, et al Residual symptoms following prolonged exposure and present-centered therapy for PTSD in female veterans and soldiers. Depress Anxiety. 2019; 36(2): 162– 169. 30576030
- [26]Larsen SE, et al Residual symptoms following empirically supported treatment for PTSD. Psychol Trauma. 2019; 11(2): 207– 215. 29963892
- [27]Xiao L, et al Comparison of residual depressive symptoms and functional impairment between fully and partially remitted patients with major depressive disorder: a multicenter study. Psychiatry Res. 2018; 261: 547– 553. 29407721
- [30]Kalmbach DA, et al Sleep system sensitization: evidence for changing roles of etiological factors in insomnia. Sleep Med. 2016; 21: 63– 69. 27448474 PMC4963610
- [31]Morin CM, et al Role of stress, arousal, and coping skills in primary insomnia. Psychosom Med. 2003; 65(2): 259– 267. 12651993
- [32]Palagini L, et al Lack of resilience is related to stress-related sleep reactivity, hyperarousal, and emotion dysregulation in insomnia disorder. J Clin Sleep Med. 2018; 14(5): 759– 766. 29734989 PMC5940426
- [33]Ebert DD, et al It is time to invest in the prevention of depression. JAMA Netw Open. 2018; 1(2): e180335. 30646081
- [34]Germain A, et al Sleep and resilience—a call for prevention and intervention. Sleep. 2016; 39(5): 963– 965. 27091522 PMC4835317
- [35]Taylor DJ, et al Insomnia as a health risk factor. Behav Sleep Med. 2003; 1(4): 227– 247. 15600216
- [36]Dolsen MR, et al Insomnia as a transdiagnostic process in psychiatric disorders. Curr Psychiatry Rep. 2014; 16(9): 471. 25030972 PMC4185311
- [37]Qaseem A, et al; Clinical Guidelines Committee of the American College of Physicians. Management of chronic insomnia disorder in adults: a clinical practice guideline from the American College of Physicians. Ann Intern Med. 2016; 165(2): 125– 133. 27136449
- [39]Cheng P, et al Efficacy of digital CBT for insomnia to reduce depression across demographic groups: a randomized trial. Psychol Med. 2019; 49(3): 491– 500. 29792241 PMC7050476
- [40]Pillai V, et al. The anxiolytic effects of cognitive behavior therapy for insomnia: preliminary results from a web-delivered protocol. J Sleep Med Disord. 2015; 2(2): 1017. 32195356 PMC7081886
- [41]Cheng P, et al Depression prevention in digital cognitive behavioral therapy for insomnia: Is rumination a mediator? J Affect Disord. 2020; 273: 434– 441. 32560938
- [43]Espie CA, et al Effect of digital cognitive behavioral therapy for insomnia on health, psychological well-being, and sleep-related quality of life: a randomized clinical trial. JAMA Psychiatry. 2019; 76(1): 21– 30. 30264137 PMC6583463
- [44]Cheng P, et al Depression prevention via digital CBT for insomnia: a randomized controlled trial. Sleep. 2019; 42(10). doi: 10.1093/sleep/zsz150. PMC6783888 31535688 · DOI
- [45]Cheng P, et al Efficacy of digital CBT for insomnia to reduce depression across demographic groups: a randomized trial. Psychol Med. 2018; 49(3): 491– 500. 29792241 PMC7050476
- [48]Espie CA, et al The daytime impact of DSM-5 insomnia disorder: comparative analysis of insomnia subtypes from the Great British Sleep Survey. J Clin Psychiatry. 2012; 73(12): e1478– 84. 23290331
- [49]Gray MJ, et al Psychometric properties of the life events checklist. Assessment. 2004; 11(4): 330– 341. 15486169
- [51]Elo A-L, et al Validity of a single-item measure of stress symptoms. Scand J Work Environ Health. 2003; 444– 451. 14712852
- [52]Salminen S, et al Is a single item stress measure independently associated with subsequent severe injury: a prospective cohort study of 16,385 forest industry employees. BMC Public Health. 2014; 14(1): 543. 24884543 PMC4047775
- [53]Weiss DS, et al The impact of event scale-revised. In: Wilson JP, Keane TM, eds. Assessing Psychological Trauma and PTSD. New York: Guilford Press; 1997: 399– 411.
- [54]Rush AJ, et al The 16-Item quick inventory of depressive symptomatology (QIDS), clinician rating (QIDS-C), and self-report (QIDS-SR): a psychometric evaluation in patients with chronic major depression. Biol Psychiatry. 2003; 54(5): 573– 583. doi: 10.1016/S0006-3223(02)01866-8 12946886 · DOI · Paper page
- [56]Zhao Q, et al BETS: the dangers of selection bias in early analyses of the coronavirus disease (COVID-19) pandemic. ArXiv Prepr ArXiv200407743. 2020.
- [57]Sullivan SG. The need for robust epidemiological evidence during a pandemic. Clin Infect Dis. 2020. PMC7454378 32544943
- [58]Kalmbach DA, et al Treating insomnia improves depression, maladaptive thinking, and hyperarousal in postmenopausal women: comparing cognitive-behavioral therapy for insomnia (CBTI), sleep restriction therapy, and sleep hygiene education. Sleep Med. 2019; 55: 124– 134. 30785053 PMC6503531
- [61]Batterham PJ, et al Trajectories of change and long-term outcomes in a randomised controlled trial of internet-based insomnia treatment to prevent depression. BJPsych Open. 2017; 3(5): 228– 235. doi: 10.1192/bjpo.bp.117.005231. 28959453 PMC5611538 · DOI
- [62]Nano M-M, et al Measures of cardiovascular autonomic activity in insomnia disorder: A systematic review. PLoS One. 2017; 12(10): e0186716. doi: 10.1371/journal.pone.0186716. 29059210 PMC5653329 · DOI
- [63]Dodds KL, et al Heart rate variability in insomnia patients: A critical review of the literature. Sleep Med Rev. 2017; 33: 88– 100. doi: 10.1016/j.smrv.2016.06.004. 28187954 · DOI
- [64]Carter JR, et al Assessment of sympathetic neural activity in chronic insomnia: evidence for elevated cardiovascular risk. Sleep. 2018; 41(6). doi: 10.1093/sleep/zsy048. PMC5995193 29522186 · DOI
- [65]Jarrin DC, et al Cardiovascular autonomic dysfunction in insomnia patients with objective short sleep duration. J Sleep Res. 2018; 27(3): e12663. doi: 10.1111/jsr.12663. 29493063 PMC5992004 · DOI
- [68]Kuisk LA, et al Presleep cognitive hyperarousal and affect as factors in objective and subjective insomnia. Percept Mot Skills. 1989; 69(3-2): 1219– 1225. doi: 10.1177/00315125890693-228. 2622737 · DOI
- [69]Bonnet MH, et al Hyperarousal and insomnia: State of the science. Sleep Med Rev. 2010; 14(1): 9– 15. doi: 10.1016/j.smrv.2009.05.002. 19640748 · DOI · Paper page
- [70]Kalmbach DA, et al Hyperarousal and sleep reactivity in insomnia: current insights. Nat Sci Sleep. 2018; 10: 193– 201. doi: 10.2147/NSS.S138823. 30046255 PMC6054324 · DOI
- [72]Levenson JC, Kay DB, Buysse DJ. The pathophysiology of insomnia. Chest. 2015; 147(4): 1179– 1192. doi: 10.1378/chest.14-1617. 25846534 PMC4388122 · DOI
- [73]Riemann D, et al The neurobiology, investigation, and treatment of chronic insomnia. Lancet Neurol. 2015; 14(5): 547– 558. doi: 10.1016/S1474-4422(15)00021-6. 25895933 · DOI
- [74]Irwin MR, et al Cognitive behavioral therapy and Tai Chi reverse cellular and genomic markers of inflammation in late-life insomnia: a randomized controlled trial. Biol Psychiatry. 2015; 78(10): 721– 729. doi: 10.1016/j.biopsych.2015.01.010. 25748580 PMC4524803 · DOI · Paper page
- [75]Marques DR, et al Neurobiological correlates of psychological treatments for insomnia. Eur Psychol. 2016; 21(3): 195- 205. doi: 10.1027/1016-9040/a000264. · DOI
- [76]Casement MD, et al Neural reward processing mediates the relationship between insomnia symptoms and depression in adolescence. Sleep. 2016; 39(2): 439– 447. doi: 10.5665/sleep.5460. 26350468 PMC4712408 · DOI
- [78]Ancoli-Israel S, et al Characteristics of insomnia in the United States: results of the 1991 National Sleep Foundation Survey. I. Sleep. 1999; 22(Suppl 2): S347– S353. 10394606
- [79]Sarsour K, et al The association between insomnia severity and healthcare and productivity costs in a health plan sample. Sleep. 2011; 34(4): 443- 450. doi: 10.1093/sleep/34.4.443. 21461322 PMC3065254 · DOI
- [80]Stoller MK. Economic effects of insomnia. Clin Ther Int Peer-Rev J Drug Ther. 1994; 16(5): 873– 897. 7859246
- [81]McCrae Christina S, et al Impact of brief cognitive behavioral treatment for insomnia on health care utilization and costs. J Clin Sleep Med. 2014; 10(2): 127- 135. doi: 10.5664/jcsm.3436. 24532995 PMC3899314 · DOI
- [82]Snedecor SJ, et al Cost-effectiveness of Eszopiclone for the treatment of adults with primary chronic insomnia. Sleep. 2009; 32(6): 817- 824. doi: 10.1093/sleep/32.6.817. 19544759 PMC2690570 · DOI
- [83]Jhaveri M, et al Will insomnia treatments produce overall cost savings to commercial managed-care plans? a predictive analysis in the United States. Curr Med Res Opin. 2007; 23(6): 1431- 1443. doi: 10.1185/030079907X199619. 17559740 · DOI
- [84]Asche CV, et al The direct costs of untreated comorbid insomnia in a managed care population with major depressive disorder. Curr Med Res Opin. 2010; 26(8): 1843- 1853. doi: 10.1185/03007995.2010.488037. 20515321 · DOI
- [85]Bramoweth AD, et al Chronic insomnia and health care utilization in young adults. Behav Sleep Med. 2012; 10(2): 106- 121. doi: 10.1080/15402002.2011.587067. 22468929 · DOI
- [86]Ho FY-Y, et al Self-help cognitive-behavioral therapy for insomnia: a meta-analysis of randomized controlled trials. Sleep Med Rev. 2015; 19: 17- 28. doi: 10.1016/j.smrv.2014.06.010. 25104471 · DOI
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“The digital CBT-i group had significantly less insomnia symptoms, stress, cognitive intrusions and depression [12].”
BackgroundCheng, P., Kalmbach, D. A., Hsieh, H.-F., Castelan, A. C., Sagong, C., & Drake, C. L. (2023) · Psychological Medicine · doi:10.1017/s0033291722000472 · Cited by 35 · see citing works
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- Authors
- Cheng, P., Casement, M. D., Kalmbach, D. A., Castelan, A. C., & Drake, C. L.
- Affiliations
- Henry Ford Health (US)
- University of Oregon (US)
- Corresponding author
- Cheng, Philip
- Venue
- Sleep
- Publisher
- Oxford University Press (OUP)
- Published
- 2020-11-29
- Volume
- 44
- Issue
- 4
- ISSN
- 0161-8105 (ISSN-L)
- 1550-9109
- PMC
- PMC7798633
- OpenAlex
- W3109523581
- Cited by
- 97
- References
- 22
- Citations by year
- 2026: 2 · 2025: 12 · 2024: 13 · 2023: 23 · 2022: 27 · 2021: 20
- FWCI
- 16.93
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- academic.oup.com/journals/pages/open_access/funder_policies/chorus/standard_publication_model (vor)
- Locations
- SLEEP (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Heart, Lung, and Blood Institute
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Sleep and related disorders
- Social Sciences › Psychology › Clinical Psychology › COVID-19 and Mental Health
- Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
- Keywords
- digital cognitive behavioral therapy for insomnia, insomnia, health resilience, COVID-19 pandemic, stress, depression, sleep education, mental health, global health
- MeSH terms
- COVID-19, SARS-CoV-2, Adult, Depression, Humans, Sleep Initiation and Maintenance Disorders, Cognitive Behavioral Therapy, Treatment Outcome, Pandemics
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