Multi-Night Validation of a Sleep Tracking Ring in Adolescents Compared with a Research Actigraph and Polysomnography

References

• Ancoli-Israel S, Cole R, Alessi C, Chambers M, Moorcroft W, Pollak CP. The role of actigraphy in the study of sleep and circadian rhythms. Sleep. 2003;26(3):342–392. doi:10.1093/sleep/26.3.342
   PubMed Web of Science ®Google Scholar
• Ancoli-Israel S. Actigraphy. In: Kryger M, Roth T, Dement W, editors. Principles and Practice of Sleep Medicine. Philadelphia: W.B. Saunders; 2000:1295–1301.
   Google Scholar
• Colburn TR, Smith BM, Guarini JJ, Simmons NN. An ambulatory activity monitor with solid state memory. ISA Trans. 1976;15(2):149–154.
   Web of Science ®Google Scholar
• Kripke DF, Mullaney DJ, Messin S, Wyborney VG. Wrist actigraphic measures of sleep and rhythms. Electroencephalogr Clin Neurophysiol. 1978;44(5):674–676. doi:10.1016/0013-4694(78)90133-5
   PubMedGoogle Scholar
• Sadeh A. The role and validity of actigraphy in sleep medicine: an update. Sleep Med Rev. 2011;15(4):259–267. doi:10.1016/j.smrv.2010.10.001
   PubMed Web of Science ®Google Scholar
• Marino M, Li Y, Rueschman MN, et al. Measuring sleep: accuracy, sensitivity, and specificity of wrist actigraphy compared to polysomnography. Sleep. 2013;36(11):1747–1755. doi:10.5665/sleep.3142
   PubMed Web of Science ®Google Scholar
• Quante M, Kaplan ER, Cailler M, et al. Actigraphy-based sleep estimation in adolescents and adults: a comparison with polysomnography using two scoring algorithms. Nat Sci Sleep. 2018;10:13–20. doi:10.2147/NSS.S151085
   PubMed Web of Science ®Google Scholar
• Sivertsen B, Omvik S, Havik OE, et al. A comparison of actigraphy and polysomnography in older adults treated for chronic primary insomnia. Sleep. 2006;29(10):1353–1358. doi:10.1093/sleep/29.10.1353
   PubMed Web of Science ®Google Scholar
• de Zambotti M, Baker FC, Colrain IM. Validation of sleep-tracking technology compared with polysomnography in adolescents. Sleep. 2015;38(9):1461–1468. doi:10.5665/sleep.4990
   PubMed Web of Science ®Google Scholar
• Belanger ME, Bernier A, Paquet J, Simard V, Carrier J. Validating actigraphy as a measure of sleep for preschool children. J Clin Sleep Med. 2013;9(7):701–706. doi:10.5664/jcsm.2844
   PubMed Web of Science ®Google Scholar
• Lo JC, Ong JL, Leong RL, Gooley JJ, Chee MW. Cognitive performance, sleepiness, and mood in partially sleep deprived adolescents: the need for sleep study. Sleep. 2016;39(3):687–698. doi:10.5665/sleep.5552
   PubMed Web of Science ®Google Scholar
• Meltzer LJ, Wong P, Biggs SN, et al. Validation of actigraphy in middle childhood. Sleep. 2016;39(6):1219–1224. doi:10.5665/sleep.5836
   PubMed Web of Science ®Google Scholar
• Montgomery-Downs HE, Insana SP, Bond JA. Movement toward a novel activity monitoring device. Sleep Breath. 2012;16(3):913–917. doi:10.1007/s11325-011-0585-y
   PubMed Web of Science ®Google Scholar
• Meltzer LJ, Hiruma LS, Avis K, Montgomery-Downs H, Valentin J. Comparison of a commercial accelerometer with polysomnography and actigraphy in children and adolescents. Sleep. 2015;38(8):1323–1330. doi:10.5665/sleep.4918
   PubMed Web of Science ®Google Scholar
• Haghayegh S, Khoshnevis S, Smolensky MH, Diller KR, Castriotta RJ. Accuracy of wristband fitbit models in assessing sleep: systematic review and meta-analysis. J Med Internet Res. 2019;21(11):e16273. doi:10.2196/16273
   PubMed Web of Science ®Google Scholar
• Meltzer LJ, Walsh CM, Traylor J, Westin AM. Direct comparison of two new actigraphs and polysomnography in children and adolescents. Sleep. 2012;35(1):159–166. doi:10.5665/sleep.1608
   PubMed Web of Science ®Google Scholar
• Depner CM, Cheng PC, Devine JK, et al. Wearable technologies for developing sleep and circadian biomarkers: a summary of workshop discussions. Sleep. 2020;43(2). doi:10.1093/sleep/zsz254.
   Web of Science ®Google Scholar
• Loncar-Turukalo T, Zdravevski E, Machado da Silva J, et al. Literature on wearable technology for connected health: scoping review of research trends, advances, and barriers. J Med Internet Res. 2019;21(9):e14017. doi:10.2196/14017
   PubMed Web of Science ®Google Scholar
• de Zambotti M, Rosas L, Colrain IM, Baker FC. The sleep of the ring: comparison of the OURA sleep tracker against polysomnography. Behav Sleep Med. 2019;17(2):124–136. doi:10.1080/15402002.2017.1300587
   PubMed Web of Science ®Google Scholar
• Roberts DM, Schade MM, Mathew GM, Gartenberg D, Buxton OM. Detecting sleep using heart rate and motion data from multisensor consumer-grade wearables, relative to wrist actigraphy and polysomnography. Sleep. 2020;43(7). doi:10.1093/sleep/zsaa045
   PubMed Web of Science ®Google Scholar
• Nelson BW, Low CA, Jacobson N, Arean P, Torous J, Allen NB. Guidelines for wrist-worn consumer wearable assessment of heart rate in biobehavioral research. NPJ Digit Med. 2020;3:90. doi:10.1038/s41746-020-0297-4
   PubMed Web of Science ®Google Scholar
• Colvonen PJ, DeYoung PN, Bosompra NA, Owens RL. Limiting racial disparities and bias for wearable devices in health science research. Sleep. 2020;43. doi:10.1093/sleep/zsaa159
   Web of Science ®Google Scholar
• Lee XK, Chee N, Ong JL, et al. Validation of a consumer sleep wearable device with actigraphy and polysomnography in adolescents across sleep opportunity manipulations. J Clin Sleep Med. 2019;15(9):1337–1346. doi:10.5664/jcsm.7932
   PubMed Web of Science ®Google Scholar
• Lo JC, Leong RLF, Ng ASC, et al. Cognitive effects of split and continuous sleep schedules in adolescents differ according to total sleep opportunity. Sleep. 2020;43. doi:10.1093/sleep/zsaa129
   Web of Science ®Google Scholar
• Patanaik A, Ong JL, Gooley JJ, Ancoli-Israel S, Chee MWL. An end-to-end framework for real-time automatic sleep stage classification. Sleep. 2018;41(5). doi:10.1093/sleep/zsy041
   Web of Science ®Google Scholar
• Ibert C, Ancoli-Israel S, Chesson A, Quan S. The AASM Manual for the Scoring of Sleep and Associated Events: Rules, Terminology and Technical Specification. Westchester: American Academy of Sleep Medicine; 2007.
   Google Scholar
• What are the stages of sleep? Ouraring.com; 2020. Available from: https://blog.ouraring.com/sleep-stages. Accessed December 4, 2020.
   Google Scholar
• Short MA, Gradisar M, Lack LC, Wright H, Carskadon MA. The discrepancy between actigraphic and sleep diary measures of sleep in adolescents. Sleep Med. 2012;13(4):378–384. doi:10.1016/j.sleep.2011.11.005
   PubMed Web of Science ®Google Scholar
• Anthony D. Introductory statistics for health and nursing using SPSS. Nurse Res. 2010;17(3):89.
   Google Scholar
• Rosenberg RS, Van Hout S. The American Academy of Sleep Medicine inter-scorer reliability program: sleep stage scoring. J Clin Sleep Med. 2013;9(1):81–87. doi:10.5664/jcsm.2350
   PubMed Web of Science ®Google Scholar
• Basner M, Griefahn B, Penzel T. Inter-rater agreement in sleep stage classification between centers with different backgrounds. Somnologie - Schlafforschung und Schlafmedizin. 2008;12(1):75–84. doi:10.1007/s11818-008-0327-y
   Google Scholar
• Danker-Hopfe H, Kunz D, Gruber G, et al. Interrater reliability between scorers from eight European sleep laboratories in subjects with different sleep disorders. J Sleep Res. 2004;13(1):63–69. doi:10.1046/j.1365-2869.2003.00375.x
   PubMed Web of Science ®Google Scholar
• Ibáñez V, Silva J, Navarro E, Cauli O. Sleep assessment devices: types, market analysis, and a critical view on accuracy and validation. Expert Rev Med Devices. 2019;16(12):1041–1052. doi:10.1080/17434440.2019.1693890
   PubMed Web of Science ®Google Scholar
• Fiorillo L, Puiatti A, Papandrea M, et al. Automated sleep scoring: a review of the latest approaches. Sleep Med Rev. 2019;48:1012. doi:10.1016/j.smrv.2019.07.007
   Web of Science ®Google Scholar