This paper is in the following e-collection/theme issue:

Fitness Trackers and Smart Pedometers/Accelerometers (571) Innovations and Technology for Physical Activity Education (756) mHealth for Wellness, Behavior Change and Prevention (2922) Wearable Devices and Sensors (903) Sleep Monitoring, Sleep Quality, Sleep Disorders (191)

Published on in Vol 8, No 5 (2020): May

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/16674, first published .
Low-Cost Consumer-Based Trackers to Measure Physical Activity and Sleep Duration Among Adults in Free-Living Conditions: Validation Study

Low-Cost Consumer-Based Trackers to Measure Physical Activity and Sleep Duration Among Adults in Free-Living Conditions: Validation Study

Low-Cost Consumer-Based Trackers to Measure Physical Activity and Sleep Duration Among Adults in Free-Living Conditions: Validation Study

Authors of this article:

Laurent Degroote1, 2, 3 Author Orcid Image ;   Gilles Hamerlinck1 Author Orcid Image ;   Karolien Poels4 Author Orcid Image ;   Carol Maher5 Author Orcid Image ;   Geert Crombez2 Author Orcid Image ;   Ilse De Bourdeaudhuij1 Author Orcid Image ;   Ann Vandendriessche6 Author Orcid Image ;   Rachel G Curtis5 Author Orcid Image ;   Ann DeSmet1, 3, 4, 7 Author Orcid Image
Article Authors Cited by (39) Tweetations (15) Metrics

Journals

  1. Rubin D, Rich Severin , Arena R, Bond S. Leveraging technology to move more and sit less. Progress in Cardiovascular Diseases 2021;64:55 View
  2. Hartung V, Sarshar M, Karle V, Shammas L, Rashid A, Roullier P, Eilers C, Mäurer M, Flachenecker P, Pfeifer K, Tallner A. Validity of Consumer Activity Monitors and an Algorithm Using Smartphone Data for Measuring Steps during Different Activity Types. International Journal of Environmental Research and Public Health 2020;17(24):9314 View
  3. McDevitt B, Moore L, Akhtar N, Connolly J, Doherty R, Scott W. Validity of a Novel Research-Grade Physical Activity and Sleep Monitor for Continuous Remote Patient Monitoring. Sensors 2021;21(6):2034 View
  4. Miranda-Duro M, Nieto-Riveiro L, Concheiro-Moscoso P, Groba B, Pousada T, Canosa N, Pereira J. Analysis of Older Adults in Spanish Care Facilities, Risk of Falling and Daily Activity Using Xiaomi Mi Band 2. Sensors 2021;21(10):3341 View
  5. Topalidis P, Florea C, Eigl E, Kurapov A, Leon C, Schabus M. Evaluation of a Low-Cost Commercial Actigraph and Its Potential Use in Detecting Cultural Variations in Physical Activity and Sleep. Sensors 2021;21(11):3774 View
  6. Wei J, Boger J. Sleep Detection for Younger Adults, Healthy Older Adults, and Older Adults Living With Dementia Using Wrist Temperature and Actigraphy: Prototype Testing and Case Study Analysis. JMIR mHealth and uHealth 2021;9(6):e26462 View
  7. Mauldin K, Gieng J, Saarony D, Hu C. Performing nutrition assessment remotely via telehealth. Nutrition in Clinical Practice 2021;36(4):751 View
  8. Orstad S, Gerchow L, Patel N, Reddy M, Hernandez C, Wilson D, Jay M. Defining Valid Activity Monitor Data: A Multimethod Analysis of Weight-Loss Intervention Participants’ Barriers to Wear and First 100 Days of Physical Activity. Informatics 2021;8(2):39 View
  9. Kim J, Son H. Adolescent delinquent behavior and sleep deficiency: a test of multiple mechanisms using sibling comparison designs. European Child & Adolescent Psychiatry 2023;32(1):167 View
  10. Ferguson T, Olds T, Curtis R, Blake H, Crozier A, Dankiw K, Dumuid D, Kasai D, O'Connor E, Virgara R, Maher C. Effectiveness of wearable activity trackers to increase physical activity and improve health: a systematic review of systematic reviews and meta-analyses. The Lancet Digital Health 2022;4(8):e615 View
  11. Chang W, Tsou Y, Chen Y, Hung B. Cranial Electrotherapy Stimulation to Improve the Physiology and Psychology Response, Response-Ability, and Sleep Efficiency in Athletes with Poor Sleep Quality. International Journal of Environmental Research and Public Health 2022;19(4):1946 View
  12. Greysen S, Waddell K, Patel M. Exploring Wearables to Focus on the “Sweet Spot” of Physical Activity and Sleep After Hospitalization: Secondary Analysis. JMIR mHealth and uHealth 2022;10(4):e30089 View
  13. Niela-Vilen H, Azimi I, Suorsa K, Sarhaddi F, Stenholm S, Liljeberg P, Rahmani A, Axelin A. Comparison of Oura Smart Ring Against ActiGraph Accelerometer for Measurement of Physical Activity and Sedentary Time in a Free-Living Context. CIN: Computers, Informatics, Nursing 2022;40(12):856 View
  14. Viciana J, Casado-Robles C, Guijarro-Romero S, Mayorga-Vega D. Are Wrist-Worn Activity Trackers and Mobile Applications Valid for Assessing Physical Activity in High School Students? Wearfit Study. Journal of Sports Science and Medicine 2022:356 View
  15. Klier K, Wagner M. Agreement of Sleep Measures—A Comparison between a Sleep Diary and Three Consumer Wearable Devices. Sensors 2022;22(16):6189 View
  16. de la Casa Pérez A, Latorre Román P, Muñoz Jiménez M, Lucena Zurita M, Laredo Aguilera J, Párraga Montilla J, Cabrera Linares J. Is the Xiaomi Mi Band 4 an Accuracy Tool for Measuring Health-Related Parameters in Adults and Older People? An Original Validation Study. International Journal of Environmental Research and Public Health 2022;19(3):1593 View
  17. König L, Allmeta A, Christlein N, Van Emmenis M, Sutton S. A systematic review and meta-analysis of studies of reactivity to digital in-the-moment measurement of health behaviour. Health Psychology Review 2022;16(4):551 View
  18. Chu Q, Wong C, He G, Yang J, Chen C, He Y. Walking activity and emotional distress among breast cancer survivors: the parallel mediating effects of posttraumatic growth and body image. Supportive Care in Cancer 2023;31(3) View
  19. Fennell C, Eremus T, Puyana M, Sañudo B. The Importance of Physical Activity to Augment Mood during COVID-19 Lockdown. International Journal of Environmental Research and Public Health 2022;19(3):1270 View
  20. Mac Cárthaigh S, Perry J, Griffin C. Do objective data support the claim that problematic smartphone use has a clinically meaningful impact upon adolescent sleep duration?. Behaviour & Information Technology 2023;42(15):2626 View
  21. Giurgiu M, Timm I, Becker M, Schmidt S, Wunsch K, Nissen R, Davidovski D, Bussmann J, Nigg C, Reichert M, Ebner-Priemer U, Woll A, von Haaren-Mack B. Quality Evaluation of Free-living Validation Studies for the Assessment of 24-Hour Physical Behavior in Adults via Wearables: Systematic Review. JMIR mHealth and uHealth 2022;10(6):e36377 View
  22. Tanlamai U, Jaikengkit A, Jarutach T, Rajkulchai S, Ritbumroong T. Use of daily posture and activity tracking to assess sedentary behavior, toss-and-turns, and sleep duration of independently living Thai seniors. Health Informatics Journal 2022;28(1) View
  23. Tuominen M, Koski P, Axelin A, Stenholm S, Leskinen T. Acceptable, useful, and ineffective? Recent retirees’ experiences of a 12-month activity tracker-based physical activity intervention. DIGITAL HEALTH 2023;9 View
  24. Kim K, Park D, Song Y, Han S, Kim H. Consumer-grade sleep trackers are still not up to par compared to polysomnography. Sleep and Breathing 2022;26(4):1573 View
  25. Goh C, Wang N, Müller A, Yap R, Edney S, Müller-Riemenschneider F. Validation of Smartphones and Different Low-Cost Activity Trackers for Step Counting Under Free-Living Conditions. Journal for the Measurement of Physical Behaviour 2023;6(1):79 View
  26. Guediri A, Robin L, Lacroix J, Aubourg T, Vuillerme N, Mandigout S. Comparison of Energy Expenditure Assessed Using Wrist- and Hip-Worn ActiGraph GT3X in Free-Living Conditions in Young and Older Adults. Frontiers in Medicine 2021;8 View
  27. Casado-Robles C, Mayorga-Vega D, Guijarro-Romero S, Viciana J. Validity of the Xiaomi Mi Band 2, 3, 4 and 5 Wristbands for Assessing Physical Activity in 12-to-18-Year-Old Adolescents under Unstructured Free-Living Conditions. Fit-Person Study. Journal of Sports Science and Medicine 2023:196 View
  28. Babinski M, Duperval R, Altenor K, von Oettingen J, Wheeler B. Impact of Sleep and Activity on Glycemic Control and Quality of Life in Haitian Children and Youth with Type 1 Diabetes. Pediatric Diabetes 2023;2023:1 View
  29. Ferrando-Terradez I, Dueñas L, Parčina I, Ćopić N, Petronijević S, Beltrami G, Pezzoni F, San Martín-Valenzuela C, Gijssel M, Moliterni S, Papageorgiou P, Rodríguez-Carrasco Y. Women’s Involvement in Steady Exercise (WISE): Study Protocol for a Randomized Controlled Trial. Healthcare 2023;11(9):1279 View
  30. Wu S, Li G, Du L, Chen S, Zhang X, He Q. The effectiveness of wearable activity trackers for increasing physical activity and reducing sedentary time in older adults: A systematic review and meta-analysis. DIGITAL HEALTH 2023;9 View
  31. Hughes M, Chico T. How Could Sensor-Based Measurement of Physical Activity Be Used in Cardiovascular Healthcare?. Sensors 2023;23(19):8154 View
  32. Mayorga-Vega D, Casado-Robles C, Guijarro-Romero S, Viciana J. Validity of activity wristbands for estimating daily physical activity in primary schoolchildren under free-living conditions: School-Fit study. Frontiers in Public Health 2023;11 View
  33. Althobiani M, Khan B, Shah A, Ranjan Y, Mendes R, Folarin A, Mandal S, Porter J, Hurst J. Clinicians’ Perspectives of Wearable Technology to Detect and Monitor Exacerbations of Chronic Obstructive Pulmonary Disease: Mixed-Method Survey. International Journal of Chronic Obstructive Pulmonary Disease 2023;Volume 18:1401 View
  34. Ibrahim N, Rampal S, Lee W, Pek E, Suhaimi A. Evaluation of Wrist-Worn Photoplethysmography Trackers with an Electrocardiogram in Patients with Ischemic Heart Disease: A Validation Study. Cardiovascular Engineering and Technology 2024;15(1):12 View
  35. Martínez-García I, Saz-Lara A, Cavero-Redondo I, Otero-Luis I, Gómez-Guijarro M, Moreno-Herraiz N, López-López S, Pascual-Morena C. Association between sleep duration and cardiovascular risk: the EVasCu cross-sectional study. Frontiers in Physiology 2024;15 View
  36. Ferrando-Terradez I, San Martín Valenzuela C, Dueñas L, Alcántara E, Sendín-Magdalena A, Ezzatvar Y. Adherence Patterns and Health Outcomes in Spanish Young Women Participating in a Virtual-Guided HIIT Program: Insights from the Randomized Controlled WISE Trial. Healthcare 2024;12(19):1961 View
  37. Sanders J, Daley A, Esliger D, Roalfe A, Colda A, Turner J, Hajdu S, Potter A, Humayun A, Spiliotis I, Reckless I, Mytton O. Effectiveness of a digital health and financial incentive intervention to promote physical activity in patients with type 2 diabetes: study protocol for a randomised controlled trial with a nested qualitative study—ACTIVATE trial. Trials 2024;25(1) View

Books/Policy Documents

  1. Sharma P, Gupta M, Kalra R. Next Generation eHealth. View