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Performance of consumer wrist-worn sleep tracking devices compared to polysomnography: a meta-analysis
16 references·0 citing·44 second hop
Performance of consumer wrist-worn sleep tracking devices compared to polysomnography: a meta-analysis (2024)Performance of consumer wrist-worn sleep …Evaluating Accuracy in Five Commercial Sleep-Tracking Devices Compared to Research-Grade Actigraphy and Polysomnography (2024)Evaluating Accuracy in Five C…State of the science and recommendations for using wearable technology in sleep and circadian research (2023)State of the science and reco…Validation of Fitbit Charge 2 Sleep and Heart Rate Estimates Against Polysomnographic Measures in Shift Workers: Naturalistic Study (2021)Validation of Fitbit Charge 2…Performance of seven consumer sleep-tracking devices compared with polysomnography (2020)Performance of seven consumer…Effect of wearables on sleep in healthy individuals: a randomized crossover trial and validation study (2020)Effect of wearables on sleep …A validation study of the WHOOP strap against polysomnography to assess sleep (2020)A validation study of the WHO…Accuracy of Wristband Fitbit Models in Assessing Sleep: Systematic Review and Meta-Analysis (2019)Accuracy of Wristband Fitbit …Validity of a commercial wearable sleep tracker in adult insomnia disorder patients and good sleepers (2017)Validity of a commercial wear…Utility of the Fitbit Flex to evaluate sleep in major depressive disorder: A comparison against polysomnography and wrist-worn actigraphy (2017)Utility of the Fitbit Flex to…A validation study of Fitbit Charge 2™ compared with polysomnography in adults (2017)A validation study of Fitbit …National Sleep Foundation's sleep quality recommendations: first report (2016)National Sleep Foundation's s…Consumer sleep tracking devices: a review of mechanisms, validity and utility (2016)Consumer sleep tracking devic…Evaluation of a consumer fitness-tracking device to assess sleep in adults (2015)Evaluation of a consumer fitn…Movement toward a novel activity monitoring device (2011)Movement toward a novel activ…Practice Parameters for the Indications for Polysomnography and Related Procedures: An Update for 2005 (2005)Practice Parameters for the I…The Impact of Daily Sleep Duration on Health: A Review of the Literature (2004)The Impact of Daily Sleep Dur…Impact of sleep debt on metabolic and endocrine function (1999)Mortality Associated With Sleep Duration and Insomnia (2002)A Prospective Study of Sleep Duration and Coronary Heart Disease in Women (2003)Self-Reported Sleep Duration is Associated with the Metabolic Syndrome in Midlife Adults (2008)Sleep as a Potential Fundamental Contributor to Disparities in Cardiovascular Health (2015)Short sleep duration and health outcomes: a systematic review, meta-analysis, and meta-regression (2016)Measurement in Medicine: The Analysis of Method Comparison Studies (1983)Practice Parameters for the Use of Actigraphy in the Assessment of Sleep and Sleep Disorders: An Update for 2007 (2007)The American Academy of Sleep Medicine (AASM) Manual for the Scoring of Sleep and Associated Events: Rules, Terminology and Technical Specifications (2007)The SBSM Guide to Actigraphy Monitoring: Clinical and Research Applications (2015)Wearable Sleep Technology in Clinical and Research Settings (2019)Practice Parameters for the Indications for Polysomnography and Related Procedures (1997)The Indications for Polysomnography and Related Procedures (1997)Practice Parameters for the Role of Actigraphy in the Study of Sleep and Circadian Rhythms: An Update for 2002 (2003)The hyperarousal model of insomnia: A review of the concept and its evidence (2009)Objective measurements of sleep for non-laboratory settings as alternatives to polysomnography - a systematic review (2010)Insomnia disorder (2015)Activity-Based Sleep-Wake Identification: An Empirical Test of Methodological Issues (1994)The role and validity of actigraphy in sleep medicine: An update (2011)Sleeping hours: what is the ideal number and how does age impact this? 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(1992)Measuring inconsistency in meta-analyses (2003)Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement (2009)Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement (2009)Insomnia (2021)Interpretation of Changes in Health-related Quality of Life (2003)CONSORT 2010 Statement: Updated Guidelines for Reporting Parallel Group Randomized Trials (2010)The Consensus Sleep Diary: Standardizing Prospective Sleep Self-Monitoring (2012)Evaluations of Commercial Sleep Technologies for Objective Monitoring During Routine Sleeping Conditions (2020)Physiological markers of sleep quality: A scoping review (2022)Akufo and Ibarapa (1965)Measuring agreement in method comparison studies (1999)Insomnia (2022)Sleep patterns and risk of chronic disease as measured by long-term monitoring with commercial wearable devices in the All of Us Research Program (2024)Accuracy of Three Commercial Wearable Devices for Sleep Tracking in Healthy Adults (2024)A performance validation of six commercial wrist-worn wearable sleep-tracking devices for sleep stage scoring compared to polysomnography (2025)World Sleep Society recommendations for the use of wearable consumer health trackers that monitor sleep (2025)
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References

  • 2005Practice Parameters for the Indications for Polysomnography and Related Procedures: An Update for 20052,054 cited
  • 2016National Sleep Foundation's sleep quality recommendations: first report1,330 cited
  • 2020Performance of seven consumer sleep-tracking devices compared with polysomnography469 cited
  • 2019Accuracy of Wristband Fitbit Models in Assessing Sleep: Systematic Review and Meta-Analysis460 cited
  • 2017A validation study of Fitbit Charge 2™ compared with polysomnography in adults432 cited
  • 2004The Impact of Daily Sleep Duration on Health: A Review of the Literature334 cited
  • 2011Movement toward a novel activity monitoring device301 cited
  • 2023State of the science and recommendations for using wearable technology in sleep and circadian research252 cited
  • 2020Effect of wearables on sleep in healthy individuals: a randomized crossover trial and validation study164 cited
  • 2016Consumer sleep tracking devices: a review of mechanisms, validity and utility155 cited
  • 2017Validity of a commercial wearable sleep tracker in adult insomnia disorder patients and good sleepers146 cited
  • 2015Evaluation of a consumer fitness-tracking device to assess sleep in adults127 cited
  • 2020A validation study of the WHOOP strap against polysomnography to assess sleep118 cited
  • 2017Utility of the Fitbit Flex to evaluate sleep in major depressive disorder: A comparison against polysomnography and wrist-worn actigraphy

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105 cited
  • 2024Evaluating Accuracy in Five Commercial Sleep-Tracking Devices Compared to Research-Grade Actigraphy and Polysomnography71 cited
  • 2021Validation of Fitbit Charge 2 Sleep and Heart Rate Estimates Against Polysomnographic Measures in Shift Workers: Naturalistic Study60 cited
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