A randomized controlled trial to examine the feasibility and preliminary efficacy of a digital mindfulness-based therapy for improving insomnia symptoms
Open accessAbstract
Objectives Insomnia has widespread negative implications for health and well-being. Online delivery of mindfulness-based therapy for insomnia (MBTI) has not previously been evaluated. This study investigated the feasibility and preliminary efficacy of a digital MBTI program for improving insomnia symptoms. It was hypothesized that a 6-week digital MBTI program would reduce insomnia symptoms and pre-sleep arousal and improve mood, compared to a waitlist control condition.Methods Twenty-seven participants (M = 29.44, SD = 11.97 years) experiencing insomnia symptoms (insomnia severity index [ISI] ≥ 8) were randomized to either a 6-week intervention or waitlist condition. Participants completed the ISI, pre-sleep arousal scale (PSAS), and the positive and negative affect schedule at baseline, mid-, and post-study. Feasibility was assessed across four domains (acceptability, implementation, practicality, and preliminary efficacy) using self-reports, attrition, program completions, and module completions.Results Feasibility data for the intervention indicated that there was 22% attrition, and 79% of the modules were completed. There were significantly greater reductions in the severity of insomnia symptoms (p < .001) and both cognitive (p = .03) and somatic (p = .02) subscales of the PSAS, at post-intervention compared to the waitlist group. There were no significant group differences in mood.Conclusions This study provides preliminary evidence of the feasibility and efficacy of a digital MBTI, which may assist in the broader dissemination of insomnia treatment.Trial RegistrationAustralian and New Zealand Clinical Trials Registry: ACTRN12620000398909.
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Sleep effort and cognitive arousal are modifiable perpetuating factors that can be influenced by cognitive behavioral therapy and mindfulness-based therapy for insomnia treatments.
“Additionally, sleep effort and cognitive arousal are modifiable perpetuating factors that can be influenced by cognitive behavioral therapy and mindfulness-based therapy for insomnia treatments [56–60].”
From Insomnia is more likely to persist than remit after a time of stress and uncertainty: a longitudinal cohort study examining trajectories and predictors of insomnia symptoms (2024) · cites this paper as [58]
The Discussion (page unavailable) describes arousal as a mechanism maintaining insomnia and reports that digital mindfulness-based therapy reduced cognitive pre-sleep arousal. The paper also describes how cognitive behavioral therapy and mindfulness-based therapy address sleep-related thoughts. It does not establish that sleep effort is a modifiable perpetuating factor or that either treatment changes sleep effort. (LLM, conf=0.86)
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Cites
Diagnostic and Statistical Manual of Mental Disorders
American Psychiatric Association (2013) · doi:10.1176/appi.books.9780890425596 · Cited by 116,369 · see citing works
Development and validation of brief measures of positive and negative affect: The PANAS scales.
Watson, D., Clark, L. A., & Tellegen, A. (1988) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.54.6.1063 · Cited by 32,433 · see citing works
Journal of Clinical Psychiatry
(2018) · Journal of Clinical Psychiatry · doi:10.5505/kpd · Cited by 13,703 · 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
Morin, C. M., Belleville, G., Bélanger, L., & Ivers, H. (2011) · Sleep · doi:10.1093/sleep/34.5.601 · Cited by 4,620 · see citing works
How we design feasibility studies
Bowen, D. J., Kreuter, M., Spring, B., Cofta-Woerpel, L., Linnan, L., Weiner, D., Bakken, S., Kaplan, C. P., Squiers, L., Fabrizio, C., et al. (2009) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2009.02.002 · Cited by 3,922 · see citing works
Assessment of Mindfulness by Self-Report: The Kentucky Inventory of Mindfulness Skills
Baer, R. A., Smith, G. T., & Allen, K. B. (2004) · Assessment · doi:10.1177/1073191104268029 · Cited by 2,298 · see citing works
Qaseem, A., Kansagara, D., Forciea, M. A., Cooke, M., Denberg, T. D., & for the Clinical Guidelines Committee of the American College of Physicians* (2016) · Annals of Internal Medicine · doi:10.7326/m15-2175 · Cited by 1,965 · see citing works
Sex Differences in Insomnia: A Meta-Analysis
Zhang, B., & Wing, Y.-K. (2006) · Sleep · doi:10.1093/sleep/29.1.85 · Cited by 1,286 · see citing works
Cognitive Behavioral Therapy for Chronic Insomnia: A Systematic Review and Meta-analysis
Trauer, J. M., Qian, M. Y., Doyle, J. S., Rajaratnam, S. M. W., & Cunnington, D. (2015) · Annals of Internal Medicine · doi:10.7326/m14-2841 · Cited by 1,053 · see citing works
Griffiths, F., Lindenmeyer, A., Powell, J., Lowe, P., & Thorogood, M. (2006) · Journal of Medical Internet Research · doi:10.2196/jmir.8.2.e10 · Cited by 820 · see citing works
Morin, C., Vallières, A., Guay, B., Ivers, H., Savard, J., Mérette, C., Bastien, C., & Baillargeon, L. (2009) · Journal of the American Medical Association (JAMA) · doi:10.1001/jama.2009.682 · Cited by 766 · see citing works
The phenomenology of the pre-sleep state: the development of the pre-sleep arousal scale
Nicassio, P. M., Mendlowitz, D. R., Fussell, J. J., & Petras, L. (1985) · Behaviour Research and Therapy · doi:10.1016/0005-7967(85)90004-x · Cited by 704 · see citing works
Espie, C. A. (2002) · Annual Review of Psychology · doi:10.1146/annurev.psych.53.100901.135243 · Cited by 596 · cited 2× · see citing works
“This finding supports the theory that arousal is a pivotal mechanism in the maintenance of insomnia and that insomnia symptoms can be improved by reducing arousal (Espie, 2002; Morin et al., 1993; Ong et al., 2012).”
BackgroundResultUsing the Internet to provide cognitive behaviour therapy
Andersson, G. (2009) · Behaviour Research and Therapy · doi:10.1016/j.brat.2009.01.010 · Cited by 560 · see citing works
Black, D. S., O’Reilly, G. A., Olmstead, R., Breen, E. C., & Irwin, M. R. (2015) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2014.8081 · Cited by 491 · see citing works
Morin, C. M., Stone, J., Trinkle, D. B., Mercer, J., & al, E. (1993) · Psychology and Aging · doi:10.1037//0882-7974.8.3.463 · Cited by 490 · see citing works
Improving sleep with mindfulness and acceptance: a metacognitive model of insomnia
Ong, J. C., Ulmer, C. S., & Manber, R. (2012) · Behaviour Research and Therapy · doi:10.1016/j.brat.2012.08.001 · Cited by 376 · see citing works
Park, T., Reilly-Spong, M., & Gross, C. R. (2013) · Quality of Life Research · doi:10.1007/s11136-013-0395-8 · Cited by 370 · see citing works
A Randomized Controlled Trial of Mindfulness Meditation for Chronic Insomnia
Ong, J. C., Manber, R., Segal, Z., Xia, Y., Shapiro, S., & Wyatt, J. K. (2014) · Sleep · doi:10.5665/sleep.4010 · Cited by 332 · see citing works
Garland, S. N., Carlson, L. E., Stephens, A. J., Antle, M. C., Samuels, C., & Campbell, T. S. (2014) · Journal of Clinical Oncology · doi:10.1200/jco.2012.47.7265 · Cited by 329 · 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
OKAJIMA, I., KOMADA, Y., & INOUE, Y. (2011) · Sleep and Biological Rhythms · doi:10.1111/j.1479-8425.2010.00481.x · Cited by 306 · see citing works
Adams, R., Appleton, S., Taylor, A. W., Gill, T. K., Lang, C. J., McEvoy, R. D., & Antic, N. A. (2017) · Sleep Health · doi:10.1016/j.sleh.2016.11.005 · Cited by 289 · see citing works
Ong, J. C., Shapiro, S. L., & Manber, R. (2008) · Behavior Therapy · doi:10.1016/j.beth.2007.07.002 · Cited by 268 · see citing works
Clinical and socioeconomic correlates of insomnia.
Walsh, J. K. (2004) · PubMed · Cited by 234 · see citing works
Mindfulness meditation for insomnia: A meta-analysis of randomized controlled trials
Gong, H., Ni, C., Liu, Y., Zhang, Y., Su, W., Lian, Y., Peng, W. J., & Jiang, C. (2016) · Journal of Psychosomatic Research · doi:10.1016/j.jpsychores.2016.07.016 · Cited by 231 · see citing works
Chung, K.-F., Yeung, W.-F., Ho, F. Y.-Y., Yung, K.-P., Yu, Y.-M., & Kwok, C.-W. (2015) · Sleep Medicine · doi:10.1016/j.sleep.2014.10.018 · Cited by 226 · 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
Ong, J. C., Shapiro, S. L., & Manber, R. (2008) · EXPLORE · doi:10.1016/j.explore.2008.10.004 · Cited by 148 · see citing works
Ree, M., Junge, M., & Cunnington, D. (2017) · Sleep Medicine · doi:10.1016/j.sleep.2017.03.017 · Cited by 145 · see citing works
Kuhn, E., Weiss, B. J., Taylor, K. L., Hoffman, J. E., Ramsey, K. M., Manber, R., Gehrman, P., Crowley, J. J., Ruzek, J. I., & Trockel, M. (2016) · Journal of Clinical Sleep Medicine · doi:10.5664/jcsm.5700 · Cited by 135 · see citing works
Yook, K., Lee, S.-H., Ryu, M., Kim, K.-H., Choi, T. K., Suh, S. Y., Kim, Y.-W., Kim, B., Kim, M. Y., & Kim, M.-J. (2008) · Journal of Nervous & Mental Disease · doi:10.1097/nmd.0b013e31817762ac · 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
Zhang, J.-X., Liu, X.-H., Xie, X.-H., Zhao, D., Shan, M.-S., Zhang, X.-L., Kong, X.-M., & Cui, H. (2015) · EXPLORE · doi:10.1016/j.explore.2015.02.005 · Cited by 119 · 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
Sleep education for healthcare providers: Addressing deficient sleep in Australia and New Zealand
Meaklim, H., Jackson, M. L., Bartlett, D., Saini, B., Falloon, K., Junge, M., Slater, J., Rehm, I. C., & Meltzer, L. J. (2020) · Sleep Health · doi:10.1016/j.sleh.2020.01.012 · Cited by 101 · see citing works
Jansson‐Fröjmark, M., & Linton, S. J. (2006) · Behaviour Research and Therapy · doi:10.1016/j.brat.2006.04.003 · Cited by 84 · see citing works
Adherence to Technology-Mediated Insomnia Treatment: A Meta-Analysis, Interviews, and Focus Groups
Horsch, C. H. G., Lancee, J., Beun, R. J., Neerincx, M. A., & Brinkman, W. (2015) · Journal of Medical Internet Research · doi:10.2196/jmir.4115 · Cited by 80 · see citing works
Shallcross, A. J., Visvanathan, P. D., Sperber, S. H., & Duberstein, Z. T. (2019) · Current Opinion in Psychology · doi:10.1016/j.copsyc.2018.10.005 · Cited by 71 · see citing works
Using Mindfulness for the Treatment of Insomnia
Ong, J. C., & Smith, C. E. (2017) · Current Sleep Medicine Reports · doi:10.1007/s40675-017-0068-1 · Cited by 58 · see citing works
Ong, J. C., Xia, Y., Smith-Mason, C. E., & Manber, R. (2018) · Mindfulness · doi:10.1007/s12671-018-0911-6 · Cited by 58 · see citing works
Garland, S. N., Zhou, E. S., Gonzalez, B. D., & Rodriguez, N. (2016) · Current Sleep Medicine Reports · doi:10.1007/s40675-016-0050-3 · Cited by 57 · see citing works
What do we really know about mindfulness and sleep health?
Ong, J. C., & Moore, C. (2020) · Current Opinion in Psychology · doi:10.1016/j.copsyc.2019.08.020 · Cited by 50 · see citing works
Computer-based self-help therapy: A qualitative analysis of attrition
Hermes, E. D. A., Merrel, J. D., Clayton, A. R., Morris, C., & Rowe, M. (2016) · Health Informatics Journal · doi:10.1177/1460458216683536 · Cited by 25 · see citing works
Grierson, A. B., Hobbs, M. J., & Mason, E. C. (2020) · Journal of Affective Disorders · doi:10.1016/j.jad.2020.01.143 · Cited by 25 · see citing works
Flagged first, then by citations
1 of the 47 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Meaklim, H., Saunders, W. J., Byrne, M. L., Junge, M. F., Varma, P., Finck, W. A., & Jackson, M. L. (2023) · Journal of Affective Disorders · doi:10.1016/j.jad.2022.11.021 · Cited by 55 · see citing works
Osborne, E. L., Ainsworth, B., Hooper, N., & Atkinson, M. J. (2023) · Journal of Medical Internet Research · doi:10.2196/44220 · Cited by 37 · see citing works
2023 Guidelines on the Diagnosis and Treatment of Insomnia in Adults - Brazilian Sleep Association
Drager, L. F., Assis, M., Bacelar, A. F. R., Poyares, D. L. R., Conway, S. G., Pires, G. N., de Azevedo, A. P., Carissimi, A., Eckeli, A. L., Pentagna, Á., et al. (2023) · Sleep Science · doi:10.1055/s-0043-1776281 · Cited by 25 · see citing works
Mindfulness as an Adjunct or Alternative to CBT-I
Ong, J. C., & Kalmbach, D. A. (2023) · Sleep Medicine Clinics · doi:10.1016/j.jsmc.2022.09.002 · Cited by 23 · see citing works
Wang, M., Zhang, H., Zhang, X., Zhao, Q., Chen, J., Hu, C., Feng, R., Liu, D., Fu, P., Zhang, C., et al. (2023) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2023.03.009 · Cited by 21 · see citing works
Guo, W., Nazari, N., & Sadeghi, M. (2024) · PeerJ · doi:10.7717/peerj.17491 · Cited by 15 · see citing works
Mindfulness-Based Strategies for Improving Sleep in People with Psychiatric Disorders
Peters, A., Saunders, W. J., & Jackson, M. L. (2022) · Current Psychiatry Reports · doi:10.1007/s11920-022-01370-z · Cited by 16 · see citing works
Meaklim, H., Junge, M. F., Varma, P., Finck, W. A., & Jackson, M. L. (2023) · Behavioral Sleep Medicine · doi:10.1080/15402002.2022.2074996 · Cited by 9 · see citing works
Meaklim, H., Le, F., Drummond, S. P. A., Bains, S. K., Varma, P., Junge, M. F., & Jackson, M. L. (2024) · Sleep · doi:10.1093/sleep/zsae028 · Cited by 10 · see citing works
Correia, I. L., Husain, W., Gonçalves, M. T., Pires, L., Trabelsi, K., Ammar, A., Pandi-Perumal, S. R., Nicassio, P. M., Jansson‐Fröjmark, M., Vitiello, M. V., et al. (2024) · Sleep Medicine · doi:10.1016/j.sleep.2024.12.030 · Cited by 10 · see citing works
The management of insomnia by Australian psychologists: a qualitative study
Haycock, J., Hoon, E. A., Sweetman, A., Lack, L. C., & Lovato, N. (2022) · Australian Psychologist · doi:10.1080/00050067.2022.2089544 · Cited by 10 · see citing works
Shaif, N. A. S., Doshi, K., & Lim, J. (2022) · Journal of Sleep Research · doi:10.1111/jsr.13700 · Cited by 10 · see citing works
Wang, J., Yang, Q., Cui, N., Wu, L., Zhang, X., Sun, Y., Huang, Y., & Cao, F. (2025) · Journal of Medical Internet Research · doi:10.2196/68084 · Cited by 9 · see citing works
Ge, C., Xie, Y., Sun, M., Fan, F., Zhang, Y., & Liu, L. (2024) · Mindfulness · doi:10.1007/s12671-024-02479-3 · Cited by 8 · see citing works
Lee, S.-A., & Park, J. (2025) · npj Digital Medicine · doi:10.1038/s41746-025-02120-0 · Cited by 5 · see citing works
Chan, K. L., Pau, N. H. Y., Poon, S. F. O., Lam, B. L. H., Lam, C. B., & Chan, K. K. S. (2025) · Applied Psychology Health and Well-Being · doi:10.1111/aphw.70047 · Cited by 5 · see citing works
Pacheco, A., Figueiredo, T. R., ARTIFON, J. P. M., Ribeiro, J. L. D. C., Santos, L. C., Soares, L. A., Valentim, M. E. Z., Gambaroto, R. L., Silva, M. E. D. S. E., & Magno, L. A. V. (2025) · Mindfulness · doi:10.1007/s12671-025-02639-z · Cited by 4 · see citing works
Li, Y., Nazari, N., & Sadeghi, M. (2022) · Trials · doi:10.1186/s13063-022-06986-3 · Cited by 4 · see citing works
Sanjivini, H., Wiley, J. F., Withers, G., & Jackson, M. L. (2025) · SLEEP Advances · doi:10.1093/sleepadvances/zpaf056 · Cited by 2 · see citing works
Li, M., Zhao, Y., Guo, Z., Wei, M., Fan, S., Chen, Q., Li, Y., & Zang, Y. (2025) · Behavior Therapy · doi:10.1016/j.beth.2025.09.011 · Cited by 3 · see citing works
Li, Z., Wang, Q. J., Xu, J., Song, Q., Ling, X., Gao, Y., & Lei, J. (2023) · PLoS ONE · doi:10.1371/journal.pone.0282614 · Cited by 2 · see citing works
Digital Therapies for Insomnia
Jackson, M. L., Meaklim, H., & Mason, E. C. (2023) · Springer eBooks · doi:10.1007/978-3-031-10698-9_6 · Cited by 2 · see citing works
Shin, J.-W., Yoo, J., & Kim, H. (2025) · Journal of Korean Medical Science · doi:10.3346/jkms.2025.40.e91 · Cited by 1 · see citing works
Meditation: Altes Wissen in neuem Kontext
Uhrig, S. (2022) · Springer eBooks · doi:10.1007/978-3-658-37411-2_14
Mindfulness-Based Interventions during Pregnancy and Labour
Merchante, M. S., & Martinez-Hurtado, E. D. (2022) · Recent advances in anesthesiology · doi:10.2174/9789815051841122040022
عوامل الشخصية السبعة (الكبرى) المنبئة بالتعقل الرقمي لدي طلبة الجامعة
العزيز, ن. ع. ا. ع. (2023) · Maǧallaẗ Kulliyyaẗ Al-Tarbiyyaẗ Ǧāmiʻaẗ Al-Minufiyyaẗ /Maǧallaẗ Kulliyyaẗ Al-Tarbiyyaẗ Ǧāmiʻaẗ Al-Minufiyyaẗ · doi:10.21608/muja.2023.318424
A clinician’s quick guide to evidence-based approaches: insomnia disorder
Saunders, W. J., & Bei, B. (2024) · Clinical Psychologist · doi:10.1080/13284207.2024.2351876
Shin, J.-W., Yoo, J., & Kim, H. (2024) · doi:10.2196/preprints.64095
Ricks, R. F., Amarsaikhan, U., Riehle, V., & Sephton, S. E. (2025) · Research Directions Sleep Psychology · doi:10.1017/slp.2025.4
What do people think about when they go to sleep?
Jackson, M. L., & Meaklim, H. (2023) · doi:10.64628/aa.kcrqqxurd
eHealth for the Treatment of Depression and Insomnia
Taple, B. J., Lattie, E. G., & Stamatis, C. A. (2025) · CBT: science into practice · doi:10.1007/978-3-031-92265-7_8
Ying, Y., Meng, R., Xu, J., Luo, Y., O’Driscoll, C., Dzierzewski, J. M., Huang, M., Li, X., Wang, Y., Ye-xin, M., et al. (2025) · The Journals of Gerontology Series B · doi:10.1093/geronb/gbaf221
Actigraphy and subjective sleep predictors of nine-year generalized anxiety disorder
Zainal, N. H., & Doren, N. V. (2025) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2025.103095
Li, Y., Nazari, N., & Sadeghi, M. (2024) · Figshare · doi:10.6084/m9.figshare.26555171
Li, Y., Nazari, N., & Sadeghi, M. (2024) · Figshare · doi:10.6084/m9.figshare.26555168
Carpati, A., Plutchik, J., Schupak, M., & Sala, M. (2026) · doi:10.2196/preprints.90730
Identifying Cognitive Arousal As a Central Node in Insomnia: A 3P Model Network Analysis
Wang, S., Huang, L., Jülich, S. T., & Lei, X. (2026) · Cognitive Therapy and Research · doi:10.1007/s10608-025-10702-1
Huang, Y., Yuan, L., Zhu, Y., Chen, M., & Zheng, H. (2026) · Behaviour Research and Therapy · doi:10.1016/j.brat.2026.105017
Kalmbach, D. A., Reffi, A. N., Cheng, P., Kaliush, P. R., Jennings, M. B., Afaneh, H., Yu, A., Jaziri, M., & Drake, C. L. (2026) · SLEEP Advances · doi:10.1093/sleepadvances/zpag050
Carpati, A., Plutchik, J., Schupak, M., & Sala, M. (2026) · Journal of Medical Internet Research · doi:10.2196/90730
Sweetman, A., Putland, S., Meaklim, H., Winter, S., Kennedy, G., Lack, L. C., Bartlett, D. J., Szeto, J., Blunden, S. L., Salles, H., et al. (2026) · SLEEP Advances · doi:10.1093/sleepadvances/zpag086
Tong, Z., Ye, G., Fan, S., Li, Y., Zhang, J., Zhang, H., Chen, Q., Wang, H., Li, H., & Wang, J. (2026) · BMC Medicine · doi:10.1186/s12916-026-05129-8
- Authors
- Kennett, L., Bei, B., & Jackson, M. L.
- Affiliations
- Monash University (AU)
- Corresponding author
- Jackson, Melinda L.
- Venue
- Mindfulness
- Published
- 2021-08-06
- Volume
- 12
- Issue
- 10
- Pages
- 2460-2472
- ISSN
- 1868-8527 (ISSN-L)
- 1868-8535
- PMC
- PMC8342656
- OpenAlex
- W3190088143
- Cited by
- 42
- References
- 47
- Citations by year
- 2026: 7 · 2025: 11 · 2024: 8 · 2023: 8 · 2022: 8
- FWCI
- 5.80
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Mindfulness (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Sleep and related disorders
- Social Sciences › Psychology › Clinical Psychology › Mindfulness and Compassion Interventions
- Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
- Keywords
- insomnia, mindfulness-based interventions, digital interventions, online therapy, pre-sleep arousal, mood, feasibility, preliminary efficacy, insomnia severity, acceptability
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