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Varma P, Shen L, Postnova S, King K, Howard ME, Aidman E, Rajaratnam SWM, Sletten TL. Understanding sleep health challenges of defence shift workers to design a digital, sleep and circadian management tool. Sci Rep 2025; 15:10483. [PMID: 40140390 PMCID: PMC11947249 DOI: 10.1038/s41598-025-93597-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2024] [Accepted: 03/07/2025] [Indexed: 03/28/2025] Open
Abstract
Defence personnel need to be agile and responsive in their assessment of strategic and tactical tasks. Sleep and circadian disruptions, however, can compromise personnel's readiness. Digital health technologies have the potential to provide sleep and circadian health management advice but need to be designed with active involvement from stakeholders and communities. This study explored challenges with shift work in a cohort of defence personnel to identify end-user expectations for a sleep health smartphone application. Eight shift working Air Traffic Control personnel from the Australian Defence Force participated in 60-70-minute semi-structured online interviews. Informal discussions were also held with various defence stakeholders to determine requirements for an app. Defence personnel reported disruptions to their sleep, family, and social life due to environmental and operational circumstances, such as shift work, mental load, and unplanned schedules. They were highly receptive to a digital intervention and emphasised need for personalised support. Gamification, availability of the app via the defence forces, and high data security were recognised as key enablers. These insights should serve as theoretical foundation for further development, co-design, and testing of digital health tools in other shift worker cohorts, and to better examine and address the impacts of operational demands on their health and performance.
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Affiliation(s)
- Prerna Varma
- School of Psychological Sciences and Turner Institute for Brain and Mental Health, Monash University, Clayton, VIC, 3168, Australia
| | - Lin Shen
- School of Psychological Sciences and Turner Institute for Brain and Mental Health, Monash University, Clayton, VIC, 3168, Australia
| | - Svetlana Postnova
- School of Physics, The University of Sydney, Camperdown, NSW, 2050, Australia
| | - Kylie King
- School of Psychological Sciences and Turner Institute for Brain and Mental Health, Monash University, Clayton, VIC, 3168, Australia
| | - Mark E Howard
- School of Psychological Sciences and Turner Institute for Brain and Mental Health, Monash University, Clayton, VIC, 3168, Australia
- Institute for Breathing and Sleep, Austin Health, Heidelberg, VIC, 3084, Australia
- Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Parkville, VIC, 3010, Australia
| | - Eugene Aidman
- Defence, Science and Technology Group, Department of Defence, Edinburgh, SA, 5111, Australia
- School of Psychology, University of Sydney, Camperdown, NSW, 2006, Australia
| | - Shantha W M Rajaratnam
- School of Psychological Sciences and Turner Institute for Brain and Mental Health, Monash University, Clayton, VIC, 3168, Australia
- Division of Sleep and Circadian Disorders, Departments of Medicine and Neurology, Brigham and Women's Hospital, Boston, MA, 02115, USA
- Division of Sleep Medicine, Harvard Medical School, Boston, MA, 02115, USA
| | - Tracey L Sletten
- School of Psychological Sciences and Turner Institute for Brain and Mental Health, Monash University, Clayton, VIC, 3168, Australia.
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Steinmetz L, Simon L, Baumeister H, Spiegelhalder K, Terhorst Y. Treatment effect heterogeneity of cognitive behavioral therapy for insomnia - A meta-analysis. Sleep Med Rev 2024; 77:101966. [PMID: 38850594 DOI: 10.1016/j.smrv.2024.101966] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Revised: 05/18/2024] [Accepted: 05/30/2024] [Indexed: 06/10/2024]
Abstract
Investigation of the heterogeneity of the treatment effect (HTE) might guide the optimization of cognitive behavioral therapy for insomnia (CBT-I). This study examined HTE in CBT-I thereby analyzing if treatment setting, control group, different CBT-I components, and patient characteristics drive HTE. Randomized controlled trials investigating CBT-I were included. Bayesian random effect meta-regressions were specified to examine variances between the intervention and control groups regarding post-treatment symptom severity. Subgroup analyses analyzing treatment setting and control groups and covariate analysis analyzing treatment components and patient characteristics were specified. No significant HTE in CBT-I was found for the overall data set, settings and control groups. The covariate analyses yielded significant results for baseline severity and the treatment component relaxation therapy. Thus, this study identified potential causes for HTE in CBT-I for the first time, showing that it might be worthwhile to further examine possibilities for precision medicine in CBT-I.
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Affiliation(s)
- Lisa Steinmetz
- Department of Psychiatry and Psychotherapy, Faculty of Medicine, Medical Center - University of Freiburg, University of Freiburg, Freiburg, Germany.
| | - Laura Simon
- Department of Clinical Psychology and Psychotherapy, Institute of Psychology and Education, Ulm University, Ulm, Germany
| | - Harald Baumeister
- Department of Clinical Psychology and Psychotherapy, Institute of Psychology and Education, Ulm University, Ulm, Germany
| | - Kai Spiegelhalder
- Department of Psychiatry and Psychotherapy, Faculty of Medicine, Medical Center - University of Freiburg, University of Freiburg, Freiburg, Germany
| | - Yannik Terhorst
- Department of Clinical Psychology and Psychotherapy, Institute of Psychology and Education, Ulm University, Ulm, Germany; Department of Psychology, Ludwig Maximilian University of Munich, Germany
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Robles-Ramamurthy B, Zaki S, Sandoval JF, Dube AR, Hlozek S, Fortuna LR, Williamson AA. Improving adolescent sleep in long-term Juvenile correctional settings: case examples with clinical, research, and policy implications. SLEEP ADVANCES : A JOURNAL OF THE SLEEP RESEARCH SOCIETY 2024; 5:zpae006. [PMID: 38425455 PMCID: PMC10904105 DOI: 10.1093/sleepadvances/zpae006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Revised: 12/30/2023] [Indexed: 03/02/2024]
Abstract
Poor sleep during adolescence is a public health concern that may be especially important to address among youth in juvenile correctional facilities, who tend to experience greater mental health challenges, substance use disorders, and traumatic stress exposure. However, evidence for addressing sleep in correctional settings is limited. Using de-identified composite clinical cases, this paper describes challenges and opportunities for addressing sleep disorders (i.e. insomnia) and promoting sleep health (i.e. improving duration, regularity, and behaviors) among adolescents in long-term juvenile correctional facilities. These clinical cases highlight common presenting problems and underscore the need for integrated sleep and mental health interventions as well as adaptations to enhance feasibility and efficacy of behavioral sleep treatment and sleep health promotion in juvenile correctional contexts. We conclude by summarizing clinical, research, and policy implications for addressing adolescent sleep problems and promoting sleep health and well-being in these contexts.
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Affiliation(s)
- Barbara Robles-Ramamurthy
- Department of Psychiatry and Behavioral Sciences, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Saadia Zaki
- Department of Psychiatry and Behavioral Sciences, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Jessica F Sandoval
- Department of Psychiatry and Behavioral Sciences, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Anish R Dube
- Department of Psychiatry, Charles R. Drew University College of Medicine and Science, Los Angeles, CA, USA
| | - Steven Hlozek
- Department of Internal Medicine, University of Texas Health San Antonio, San Antonio, TX, USA
| | - Lisa R Fortuna
- Department of Psychiatry and Neurosciences, University of California Riverside, School of Medicine, Riverside, CA, USA
| | - Ariel A Williamson
- Ballmer Institute for Children’s Behavioral Health, University of Oregon, Portland, OR, USA
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Reynolds AC, Kyle SD, Sletten TL, Adams RJ. Cognitive behavioural therapy for insomnia: Can we make it work for shift work? Sleep Med Rev 2023; 72:101864. [PMID: 37864915 DOI: 10.1016/j.smrv.2023.101864] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2023] [Accepted: 10/05/2023] [Indexed: 10/23/2023]
Affiliation(s)
- Amy C Reynolds
- Flinders Health and Medical Research Institute (Sleep Health)/Adelaide Institute for Sleep Health, Flinders University, Bedford Park, SA, Australia.
| | - Simon D Kyle
- Sir Jules Thorn Sleep and Circadian Neuroscience Institute, Nuffield Department of Clinical Neurosciences, University of Oxford, UK
| | - Tracey L Sletten
- Turner Institute for Brain and Mental Health, School of Psychological Sciences, Monash University, Clayton VIC, Australia
| | - Robert J Adams
- Flinders Health and Medical Research Institute (Sleep Health)/Adelaide Institute for Sleep Health, Flinders University, Bedford Park SA, Australia
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