Measures of sleep and cardiac functioning during sleep using a multi-sensory commercially-available wristband in adolescents

Physiology and Behavior

Volumn 158, Issue , 2016, Pages 143-149

  de Zambotti, Massimiliano ^a   Baker, Fiona C ^a,b   Willoughby, Adrian R ^a   Godino, Job G ^c,d   Wing, David ^c,d   Patrick, Kevin ^c,d   Colrain, Ian M ^a,e  

^a SRI INTERNATIONAL   (United States)

^b UNIVERSITY OF THE WITWATERSRAND   (South Africa)

^c UNIVERSITY OF CALIFORNIA   (United States)

^d UNIVERSITY OF CALIFORNIA   (United States)

^e UNIVERSITY OF MELBOURNE   (Australia)

Author keywords

Actigraphy; Adolescence; Fitbit; Heart rate; Polysomnography; Wearables

Indexed keywords

ACTIMETRY; ADOLESCENT; ARTICLE; BODY MASS; COMPARATIVE STUDY; ELECTROCARDIOGRAM; ELECTROCARDIOGRAPHY; ELECTROENCEPHALOGRAM; ELECTROMYOGRAM; ELECTROOCULOGRAM; FEMALE; HEART FUNCTION; HEART RATE; HUMAN; MALE; MEDICAL DEVICE; POLYSOMNOGRAPHY; PRIORITY JOURNAL; SLEEP; SLEEP TIME; WAKEFULNESS; WIRELESS ACTIVITY TRACKING WRISTBAND; PHYSIOLOGY; TIME FACTOR; WIRELESS COMMUNICATION; YOUNG ADULT;

ACTIGRAPHY; ADOLESCENT; ELECTROCARDIOGRAPHY; FEMALE; HEART RATE; HUMANS; MALE; POLYSOMNOGRAPHY; SLEEP; TIME FACTORS; WAKEFULNESS; WIRELESS TECHNOLOGY; YOUNG ADULT;

EID: 84960104161     PISSN: 00319384     EISSN: 1873507X     Source Type: Journal    
DOI: 10.1016/j.physbeh.2016.03.006     Document Type: Article

References (40)

1. Colrain I., Baker F. Changes in sleep as a function of adolescent development. Neuropsychol. Rev. 2011, 21:5-21.
2. McKnight-Eily L., Eaton D., Lowry R., Croft J., Presley-Cantrell L., Perry G. Relationships between hours of sleep and health-risk behaviors in US adolescent students. Prev. Med. 2011, 53:271-273.
3. Javaheri S., Storfer-Isser A., Rosen C.L., Redline S. Sleep quality and elevated blood pressure in adolescents. Circulation 2008, 118:1034-1040.
4. Narang I., Manlhiot C., Davies-Shaw J., Gibson D., Chahal N., Stearne K., et al. Sleep disturbance and cardiovascular risk in adolescents. CMAJ 2012, 184:E913-E20.
5. Silvetti M., Drago F., Ragonese P. Heart rate variability in healthy children and adolescents is partially related to age and gender. Int. J. Cardiol. 2001, 81:169-174.
6. Trinder J., Waloszek J., Woods M., Jordan A. Sleep and cardiovascular regulation. Pflugers Arch. 2012, 463:161-168.
7. Ancoli-Israel S., Cole R., Alessi C., Chambers M., Moorcroft W., Pollak C. The role of actigraphy in the study of sleep and circadian rhythms. Sleep 2003, 26:342-392.
8. Van de Water A., Holmes A., Hurley D. Objective measurements of sleep for non-laboratory settings as alternatives to polysomnography-a systematic review. J. Sleep Res. 2011, 20:183-200.
9. Sadeh A. The role and validity of actigraphy in sleep medicine: an update. Sleep Med. Rev. 2011, 15:259-267.
10. Martin J., Hakim A. Wrist actigraphy. Chest 2011, 139:1514-1527.
11. de Souza L., Benedito-Silva A., Pires M., Poyares D., Tufik S., Calil H. Further validation of actigraphy for sleep studies. Sleep 2003, 26:81-85.
12. Paquet J., Kawinska A., Carrier J. Wake detection capacity of actigraphy during sleep. Sleep 2007, 30:1362-1369.
13. Compass Intelligence US Enterprise Wearables Market: 5-Year Forecast, 2014-2019 2015.
14. Grifantini K. How's my sleep?: personal sleep trackers are gaining in popularity, but their accuracy is still open to debate. Pulse, IEEE 2014, 5:14-18.
15. Fischer S. Sleep on it: sleep might just be the most important part of daily health? and the biggest new target for biomedical engineering. Pulse, IEEE 2014, 5:8-13.
16. Chen K., Bassett D. The technology of accelerometry-based activity monitors: current and future. Med. Sci. Sports Exerc. 2005, 37:S490-S500.
17. Steins D., Dawes H., Esser P., Collett J. Wearable accelerometry-based technology capable of assessing functional activities in neurological populations in community settings: a systematic review. J. Neuroeng. Rehabil. 2014, 11:36.
18. Guo F., Li Y., Kankanhalli M.S., Brown M.S. An evaluation of wearable activity monitoring devices. Proceedings of the 1st ACM International Workshop on Personal Data Meets Distributed multimedia: ACM 2013, 31-34.
19. Dobkin B. Wearable motion sensors to continuously measure real-world physical activities. Curr. Opin. Neurol. 2013, 26:602-608.
20. Lowe S., Olaighin G. Monitoring human health behaviour in one's living environment: a technological review. Med. Eng. Phys. 2014, 36:147-168.
21. Lee J., Finkelstein J. Consumer sleep tracking devices: a critical review. Stud. Health Technol. Inform. 2015, 210:458-460.
22. Evenson K.R., Goto M.M., Furberg R.D. Systematic review of the validity and reliability of consumer-wearable activity trackers. Int. J. Behav. Nutr. Phys. Act. 2015, 12:159.
23. Poyares D., Hirotsu C., Tufik S. Fitness tracker to assess sleep: beyond the market. Sleep 2015, 38:1351-1352.
24. de Zambotti M., Claudatos S., Inkelis S., Colrain I., Baker F. Evaluation of a consumer fitness-tracking device to assess sleep in adults. Chronobiol. Int. 2015, 37:1024-1028.
25. de Zambotti M., Baker F., Colrain I. Validation of sleep-tracking technology compared with polysomnography in adolescents. Sleep 2015, 38:1461-1468.
26. Montgomery-Downs H., Insana S., Bond J. Movement toward a novel activity monitoring device. Sleep Breath. 2012, 16:913-917.
27. Meltzer L.J., Hiruma L., Avis K., Montgomery-Downs H.E., Valentin J. Comparison of a commercial accelerometer with polysomnography and actigraphy in children and adolescents. Sleep 2015, 38:1323-1330.
28. Brown S., Brumback T., Tomlinson K., Cummins K., Thompson W., Nagel B., et al. The National Consortium on Alcohol and NeuroDevelopment in Adolescence (NCANDA): characterizing risk and resilience for alcohol use in adolescents. J. Stud. Alcohol Drugs 2016, (under review).
29. Bucholz K., Cadoret R., Cloninger C., Dinwiddie S., Hesselbrock V., Nurnberger J., et al. A new, semi-structured psychiatric interview for use in genetic linkage studies: a report on the reliability of the SSAGA. J. Stud. Alcohol 1994, 55:149-158.
30. Iber C., Ancoli-Israel S., Chesson A., SF Quan, American Academy of Sleep Medicine The AASM Manual for the Scoring of Sleep and Associated Events: Rules, Terminology and Technical Specifications 2007, American Academy of Sleep Medicine, Westchester, Illinois. first ed.
31. Bland J., Altman D. Statistical methods for assessing agreement between two methods of clinical measurement. Lancet 1986, 1:307-310.
32. Meltzer L., Walsh C., Traylor J., Westin A. Direct comparison of two new actigraphs and polysomnography in children and adolescents. Sleep 2012, 35:159-166.
33. Werner H., Molinari L., Guyer C., Jenni O. Agreement rates between actigraphy, diary, and questionnaire for children's sleep patterns. Arch. Pediatr. Adolesc. Med. 2008, 162:350-358.
34. Sadeh A., Sharkey K., Carskadon M. Activity-based sleep-wake identification: an empirical test of methodological issues. Sleep 1994, 17:201-207.
35. Tryon W. Issues of validity in actigraphic sleep assessment. Sleep 2004, 27:158-165.
36. Trinder J., Kleiman J., Carrington M., Smith S., Breen S., Tan N., et al. Autonomic activity during human sleep as a function of time and sleep stage. J. Sleep Res. 2001, 10:253-264.
37. Chakko S., Mulingtapang R., Huikuri H., Kessler K., Materson B., Myerburg R. Alterations in heart rate variability and its circadian rhythm in hypertensive patients with left ventricular hypertrophy free of coronary artery disease. Am. Heart J. 1993, 126:1364-1372.
38. Mølgaard H., Sørensen K., Bjerregaard P. Circadian variation and influence of risk factors on heart rate variability in healthy subjects. Am. J. Cardiol. 1991, 68:777-784.
39. Lillehei A.S., Halcón L.L., Savik K., Reis R. Effect of inhaled lavender and sleep hygiene on self-reported sleep issues: a randomized controlled trial. J. Altern. Complement. Med. 2015, 21:430-438.
40. Baroni A., Bruzzese J.-M., Di Bartolo C.A., Shatkin J.P. Fitbit Flex: an unreliable device for longitudinal sleep measures in a non-clinical population. Sleep Breath 2016, (in press).