Effectiveness of Information and Communication Technology (ICT) Interventions in Elderly’s Sleep Disturbances: A Systematic Review and Meta-Analysis
Abstract
:1. Background
2. Methods
2.1. Search Strategy
2.2. Eligibility Criteria and Study Selection
2.3. Data Items and Collection Process
2.4. Risk of Bias in Individual Studies
2.5. Statistical Analysis
3. Results
3.1. Characteristics of Included Studies
3.2. Quality Assessment
3.3. Study Outcomes
3.3.1. Internet-Based CBT
3.3.2. Audiovisual Stimulation (AVS)
3.3.3. Music Video Intervention
3.3.4. Gight (Innovative Automated Guiding Light)
4. Discussion
Strengths and Limitations
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
CBTi | Cognitive behavioral therapy for insomnia |
CCBT-I | Computerized CBTi |
ICT | Information and communication technologies |
mHealth | Mobile health |
PSQI | Pittsburgh sleep quality index |
RCTs | Randomized controlled trials |
SHUTi | Sleep healthy using the Internet |
KHIDI | Korea Health Industry Development Institute |
References
- Streatfeild, J.; Smith, J.; Mansfield, D.; Pezzullo, L.; Hillman, D. The Social and Economic Cost of Sleep Disorders. Sleep 2021, zsab132. [Google Scholar] [CrossRef]
- Chattu, V.K.; Manzar, M.D.; Kumary, S.; Burman, D.; Spence, D.W.; Pandi-Perumal, S.R. The Global Problem of Insufficient Sleep and Its Serious Public Health Implications. Healthcare 2018, 7, 1. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Saconi, B.; Polomano, R.C.; Compton, P.C.; McPhillips, M.V.; Kuna, S.T.; Sawyer, A.M. The influence of sleep disturbances and sleep disorders on pain outcomes among veterans: A systematic scoping review. Sleep Med. Rev. 2021, 56, 101411. [Google Scholar] [CrossRef]
- Ruiz-Castell, M.; Makovski, T.T.; Bocquet, V.; Stranges, S. Sleep duration and multimorbidity in Luxembourg: Results from the European Health Examination Survey in Luxembourg, 2013–2015. BMJ Open 2019, 21, e026942. [Google Scholar] [CrossRef] [PubMed]
- Stranges, S.; Tigbe, W.; Gómez-Olivé, F.X.; Thorogood, M.; Kandala, N.-B. Sleep problems: An emerging global epidemic? Findings from the INDEPTH WHO-SAGE study among more than 40,000 older adults from 8 countries across Africa and Asia. Sleep 2012, 35, 1173–1181. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Cheng, S.K.; Dizon, J. Computerised Cognitive Behavioural Therapy for Insomnia: A Systematic Review and Meta-Analysis. Psychother. Psychosom. 2012, 81, 206–216. [Google Scholar] [CrossRef] [PubMed]
- Zachariae, R.; Lyby, M.S.; Ritterband, L.M.; O’Toole, M.S. Efficacy of internet-delivered cognitive-behavioral therapy for insomnia—A systematic review and meta-analysis of randomized controlled trials. Sleep Med. Rev. 2016, 30, 1–10. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Pew Research Center. Older Adults and Technology Use. 2014. Available online: http://www.pewinternet.org/2014/04/03/older-adults-and-technology-use/ (accessed on 6 August 2021).
- Pew Research Center. 17 Striking Findings from 2017. 2017. Available online: https://www.pewresearch.org/fact-tank/2017/12/26/17-striking-findings-from-2017/ (accessed on 6 August 2021).
- Eurostat. Internet Access and Use Statistics—Households and Individuals—Statistics Explained. 2016. Available online: http://ec.europa.eu/eurostat/statisticsexplained/index.php/Internet_access_and_use_statistics_-households_and_individuals#More_than_four_fifths_of_Europeans_used_the_internet_in_2016 (accessed on 6 August 2021).
- Pew Research Center. 16 Striking Findings from 2016. 2016. Available online: https://www.pewresearch.org/fact-tank/2016/12/21/16-striking-findings-from-2016/ (accessed on 6 August 2021).
- Muellmann, S.; Forberger, S.; Möllers, T.; Zeeb, H.; Pischke, C.R. Effectiveness of eHealth interventions for the promotion of physical activity in older adults: A systematic review protocol. Syst. Rev. 2016, 5, 47. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Changizi, M.; Kaveh, M.H. Effectiveness of the mHealth technology in improvement of healthy behaviors in an elderly population-a systematic review. Mhealth 2017, 3, 51. [Google Scholar] [CrossRef] [PubMed]
- Collaboration, T.C. Review Manager (RevMan). Version 5.4 [Computer Program]. 2020. Available online: https://training.cochrane.org/online-learning/core-software-cochrane-reviews/revman (accessed on 6 August 2021).
- Li, J.; Hodgson, N.; Lyons, M.M.; Chen, K.C.; Yu, F.; Gooneratne, N.S. A personalized behavioral intervention implementing mHealth technologies for older adults: A pilot feasibility study. Geriatr. Nurs. 2020, 41, 313–379. [Google Scholar] [CrossRef]
- Rybarczyk, B.; Mack, L.; Harris, J.H.; Stepanski, E. Testing two types of self-help CBT-I for insomnia in older adults with arthritis or coronary artery disease. Rehabil. Psychol. 2011, 56, 257–266. [Google Scholar] [CrossRef] [PubMed]
- Tang, H.J.; McCurry, S.M.; Riegel, B.; Pike, K.C.; Vitiello, M.V. Open-Loop Audiovisual Stimulation Induces Delta EEG Activity in Older Adults With Osteoarthritis Pain and Insomnia. Biol. Res. Nurs. 2019, 21, 307–317. [Google Scholar] [CrossRef] [PubMed]
- Tang, H.Y.; Vitiello, M.V.; Perlis, M.; Riegel, B. Open-Loop Neurofeedback Audiovisual Stimulation: A Pilot Study of Its Potential for Sleep Induction in Older Adults. Appl. Psychophysiol. Biofeedback 2015, 40, 183–188. [Google Scholar] [CrossRef] [Green Version]
- Lai, H.L.; Chang, E.T.; Li, Y.M.; Huang, C.Y.; Lee, L.H.; Wang, H.M. Effects of music videos on sleep quality in middle-aged and older adults with chronic insomnia: A randomized controlled trial. Biol. Res. Nurs. 2015, 17, 340–347. [Google Scholar] [CrossRef]
- Tholking, T.W.; Lamers, E.C.T.; Olde Rikkert, M.G.M. A Guiding Nightlight Decreases Fear of Falling and Increases Sleep Quality of Community-Dwelling Older People: A Quantitative and Qualitative Evaluation. Gerontology 2020, 66, 295–303. [Google Scholar] [CrossRef]
- Redline, S.; Purcell, S.M. Sleep and Big Data: Harnessing data, technology, and analytics for monitoring sleep and improving diagnostics, prediction, and interventions—An era for Sleep-Omics? Sleep 2021, 44, zsab107. [Google Scholar] [CrossRef]
- Lee, E. Cognitive behavior therapy for insomnia. J. Korean Med. Assoc. 2020, 63, 477–483. [Google Scholar] [CrossRef]
- Salvemini, A.; D’Onofrio, G.; Ciccone, F.; Greco, A.; Tullio, A.; Addante, F.; Sancarlo, D.; Vendemiale, G.; Serviddio, G.; Ricciardi, F.; et al. Insomnia and Information and Communication Technologies (ICT) in Elderly People: A Systematic Review. Med. Sci. 2019, 15, 70. [Google Scholar] [CrossRef] [Green Version]
- Kim, S.J. Recent Advances in Diagnosis and Treatment of Insomnia Disorder. JKANA 2020, 59, 2–12. [Google Scholar] [CrossRef] [Green Version]
- Glozier, N.; Christensen, H.; Griffiths, K.M.; Hickie, I.B.; Naismith, S.L.; Biddle, D.; Overland, S.; Thorndike, F.; Ritterband, L. Adjunctive Internet-delivered cognitive behavioural therapy for insomnia in men with depression: A randomised controlled trial. Aust. N. Z. J. Psychiatry 2019, 53, 350–360. [Google Scholar] [CrossRef]
- Brenes, G.A.; Danhauer, S.C.; Lyles, M.F.; Anderson, A.; Miller, M.E. Effects of Telephone-Delivered Cognitive-Behavioral Therapy and Nondirective Supportive Therapy on Sleep, Health-Related Quality of Life, and Disability. Am. J. Geriatr. Psychiatry 2016, 24, 846–854. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Seyffert, M.; Lagisetty, P.; Landgraf, J.; Chopra, V.; Pfeiffer, P.N.; Conte, M.L.; Rogers, M.A. Internet-Delivered Cognitive Behavioral Therapy to Treat Insomnia: A Systematic Review and Meta-Analysis. PLoS ONE 2016, 11, e0149139. [Google Scholar] [CrossRef] [PubMed]
- Sharma, D.M. Influence of ICT and Its Dynamic Change in Daily Life of Human Being. J. Contemp. Issues Bus. Gov. 2021, 27, 635–639. [Google Scholar] [CrossRef]
- Pew Research Center. October 2019, Experts Optimistic about the Next 50 Years of Digital Life. Available online: https://www.pewresearch.org/internet/wp-content/uploads/sites/9/2019/10/PI_2019.10.28_The-Next-50-Years-of-Digital-Life_FINAL.pdf (accessed on 9 August 2021).
- Fahn, M.; Yan, S. Analysis of the Impact of 5G Development on the Macroeconomy. Adv. Soc. Sci. Educ. Humanit. Res. 2021, 543, 255–259. [Google Scholar]
- Jahnke, I.; Riedel, N.; Popescu, M.; Skubic, M.; Rantz, M. Social practices of nurse care coordination using sensor technologies-Challenges with an alert system adoption in assisted living communities for older adults. Int. J. Nurs. Sci. 2021, 8, 289–297. [Google Scholar]
- Rutledge, C.M.; Gustin, T. Preparing Nurses for Roles in Telehealth: Now is the Time! Online J. Issues Nurs. 2021, 26, 1–13. [Google Scholar] [CrossRef]
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. |
© 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Lee, S.; Yu, S. Effectiveness of Information and Communication Technology (ICT) Interventions in Elderly’s Sleep Disturbances: A Systematic Review and Meta-Analysis. Sensors 2021, 21, 6003. https://doi.org/10.3390/s21186003
Lee S, Yu S. Effectiveness of Information and Communication Technology (ICT) Interventions in Elderly’s Sleep Disturbances: A Systematic Review and Meta-Analysis. Sensors. 2021; 21(18):6003. https://doi.org/10.3390/s21186003
Chicago/Turabian StyleLee, Seonheui, and Soyoung Yu. 2021. "Effectiveness of Information and Communication Technology (ICT) Interventions in Elderly’s Sleep Disturbances: A Systematic Review and Meta-Analysis" Sensors 21, no. 18: 6003. https://doi.org/10.3390/s21186003
APA StyleLee, S., & Yu, S. (2021). Effectiveness of Information and Communication Technology (ICT) Interventions in Elderly’s Sleep Disturbances: A Systematic Review and Meta-Analysis. Sensors, 21(18), 6003. https://doi.org/10.3390/s21186003