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Accuracy of Wristband Fitbit Models in Assessing Sleep: Systematic Review and Meta-Analysis
14 references·16 citing·42 second hop
Accuracy of Wristband Fitbit Models in Assessing Sleep: Systematic Review and Meta-Analysis (2019)Accuracy of Wristband Fitbit Models in As…Interpretation of subgroup analyses in systematic reviews: A tutorial (2018)Interpretation of subgroup an…Plea for routinely presenting prediction intervals in meta-analysis (2016)Plea for routinely presenting…Measuring Sleep: Accuracy, Sensitivity, and Specificity of Wrist Actigraphy Compared to Polysomnography (2013)Measuring Sleep: Accuracy, Se…Using Effect Size—or Why the P Value Is Not Enough (2012)Using Effect Size—or Why the …The role and validity of actigraphy in sleep medicine: An update (2011)The role and validity of acti…Objective measurements of sleep for non-laboratory settings as alternatives to polysomnography - a systematic review (2010)Objective measurements of sle…Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement (2009)Preferred Reporting Items for…Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement (2009)Preferred reporting items for…Introduction to Meta‐Analysis (2009)Introduction to Meta‐AnalysisPractice Parameters for the Use of Actigraphy in the Assessment of Sleep and Sleep Disorders: An Update for 2007 (2007)Practice Parameters for the U…Measuring inconsistency in meta-analyses (2003)Measuring inconsistency in me…Evidence for the Validity of a Sleep Habits Survey for Adolescents (2003)Evidence for the Validity of …A comparison of methods to detect publication bias in meta‐analysis (2001)A comparison of methods to de…The feasibility of creating a checklist for the assessment of the methodological quality both of randomised and non-randomised studies of health care interventions. (1998)The feasibility of creating a…A performance validation of six commercial wrist-worn wearable sleep-tracking devices for sleep stage scoring compared to polysomnography (2025)A performance validation of s…Validity and reliability of the Oura Ring Generation 3 (Gen3) with Oura sleep staging algorithm 2.0 (OSSA 2.0) when compared to multi-night ambulatory polysomnography: A validation study of 96 participants and 421,045 epochs (2024)Validity and reliability of t…Accuracy of Fitbit Charge 4, Garmin Vivosmart 4, and WHOOP Versus Polysomnography: Systematic Review (2024)Accuracy of Fitbit Charge 4, …State of the science and recommendations for using wearable technology in sleep and circadian research (2023)State of the science and reco…Accuracy of 11 Wearable, Nearable, and Airable Consumer Sleep Trackers: Prospective Multicenter Validation Study (2023)Accuracy of 11 Wearable, Near…Performance of Four Commercial Wearable Sleep-Tracking Devices Tested Under Unrestricted Conditions at Home in Healthy Young Adults (2022)Performance of Four Commercia…Medicinal cannabis improves sleep in adults with insomnia: a randomised double‐blind placebo‐controlled crossover study (2022)Medicinal cannabis improves s…Relationship Between Major Depression Symptom Severity and Sleep Collected Using a Wristband Wearable Device: Multicenter Longitudinal Observational Study (2021)Relationship Between Major De…Multi-Night Validation of a Sleep Tracking Ring in Adolescents Compared with a Research Actigraph and Polysomnography (2021)Multi-Night Validation of a S…Insomnia (2021)InsomniaSleep Tracking of a Commercially Available Smart Ring and Smartwatch Against Medical-Grade Actigraphy in Everyday Settings: Instrument Validation Study (2020)Sleep Tracking of a Commercia…Performance of seven consumer sleep-tracking devices compared with polysomnography (2020)Performance of seven consumer…Evaluations of Commercial Sleep Technologies for Objective Monitoring During Routine Sleeping Conditions (2020)Evaluations of Commercial Sle…Effect of virtual reality meditation on sleep quality of intensive care unit patients: A randomised controlled trial (2020)Effect of virtual reality med…A standardized framework for testing the performance of sleep-tracking technology: step-by-step guidelines and open-source code (2020)A standardized framework for …Performance assessment of new-generation Fitbit technology in deriving sleep parameters and stages (2019)Performance assessment of new…The Role of Actigraphy in the Study of Sleep and Circadian Rhythms (2003)Use of actigraphy for assessment in pediatric sleep research (2012)Joint Consensus Statement of the American Academy of Sleep Medicine and Sleep Research Society on the Recommended Amount of Sleep for a Healthy Adult: Methodology and Discussion (2015)Systematic review of the relationships between sleep duration and health indicators in school-aged children and youth (2016)The Measurement of Observer Agreement for Categorical Data 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Cited by

  • 2020Performance of seven consumer sleep-tracking devices compared with polysomnography438 cited
  • 2021Insomnia287 cited
  • 2023State of the science and recommendations for using wearable technology in sleep and circadian research252 cited
  • 2020Sleep Tracking of a Commercially Available Smart Ring and Smartwatch Against Medical-Grade Actigraphy in Everyday Settings: Instrument Validation Study156 cited
  • 2020A standardized framework for testing the performance of sleep-tracking technology: step-by-step guidelines and open-source code143 cited
  • 2020Effect of virtual reality meditation on sleep quality of intensive care unit patients: A randomised controlled trial118 cited
  • 2021Relationship Between Major Depression Symptom Severity and Sleep Collected Using a Wristband Wearable Device: Multicenter Longitudinal Observational Study114 cited
  • 2023Accuracy of 11 Wearable, Nearable, and Airable Consumer Sleep Trackers: Prospective Multicenter Validation Study113 cited
  • 2022Performance of Four Commercial Wearable Sleep-Tracking Devices Tested Under Unrestricted Conditions at Home in Healthy Young Adults110 cited
  • 2021Multi-Night Validation of a Sleep Tracking Ring in Adolescents Compared with a Research Actigraph and Polysomnography109 cited
  • 2024Validity and reliability of the Oura Ring Generation 3 (Gen3) with Oura sleep staging algorithm 2.0 (OSSA 2.0) when compared to multi-night ambulatory polysomnography: A validation study of 96 participants and 421,045 epochs105 cited
  • 2020Evaluations of Commercial Sleep Technologies for Objective Monitoring During Routine Sleeping Conditions84 cited
  • 2024Accuracy of Fitbit Charge 4, Garmin Vivosmart 4, and WHOOP Versus Polysomnography: Systematic Review84 cited
  • 2022Medicinal cannabis improves sleep in adults with insomnia: a randomised double‐blind placebo‐controlled crossover study77 cited
  • 2019Performance assessment of new-generation Fitbit technology in deriving sleep parameters and stages74 cited
  • 2025A performance validation of six commercial wrist-worn wearable sleep-tracking devices for sleep stage scoring compared to polysomnography65 cited