ArticleNature and science of sleep2023
Validation of Fitbit Inspire 2
Article in Nature and science of sleep, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06174558 (Is My Sleep Tracker Tracking my Sleep? Validation of Two Wearable Fitness Sleep Trackers on Sleep Staging and Nocturnal Hypoxemia in Sleep Medicine Patients Referred for Diagnostic Polysomnogram), which is not on this map. Cited by 23 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Is My Sleep Tracker Tracking my Sleep? Validation of Two Wearable Fitness Sleep Trackers on Sleep Staging and Nocturnal Hypoxemia in Sleep Medicine Patients Referred for Diagnostic Polysomnogram
Who cites it
23 citing papers in PubMed.
- Heat-TreatedNutrients · 2025Trial
- The effects of diaphragm release on sleep quality: a pilot feasibility study.BMC pulmonary medicine · 2025Trial
- Feasibility and preliminary efficacy of a 12-week primary care-based behavioral counseling intervention among adults with cardiovascular disease risk factors.Journal of behavioral medicine · 2026Article
- Partial sleep deprivation with a 2-h time-in-bed may not change divergent thinking and insight problem solving in young males: a Bayesian analysis.Journal of physiological anthropology · 2026Article
- Evaluating the Effect of a Sleep Prehabilitation Intervention in Patients Awaiting Elective Surgery: Protocol for a Single-Blind Randomised Trial.Journal of sleep research · 2026Article
- Clinical and Behavioral Outcomes During 4 Weeks of Home-Based Self-Administered Transcranial Direct Current Stimulation in Perinatal Women With Depressive Symptoms: Open-Label Exploratory Pilot Study.JMIR formative research · 2026Article
- Article
- Infra-slow EEG neurofeedback for insomnia: a single-case experimental study in primary care.Frontiers in human neuroscience · 2026Article
- Can a Commercially Available Smartwatch Device Accurately Measure Nighttime Sleep Outcomes in Individuals with Knee Osteoarthritis and Comorbid Insomnia? A Comparison with Home-Based Polysomnography.Sensors (Basel, Switzerland) · 2025Article
- Dialysis-Imposed Patterns of Nocturnal Sleep Duration: A Multicenter Prospective Study in Patients Using a Wearable Activity Tracker.Kidney360 · 2025Article
- Exploring the relationship between sleep patterns, alcohol and other substances consumption in young adults: Insights from wearables and Mobile surveys in the National Consortium on alcohol and NeuroDevelopment in adolescence (NCANDA) cohort.International journal of psychophysiology : official journal of the International Organization of Psychophysiology · 2025Article
- Exploring the Psychological and Physiological Insights Through Digital Phenotyping by Analyzing the Discrepancies Between Subjective Insomnia Severity and Activity-Based Objective Sleep Measures: Observational Cohort Study.JMIR mental health · 2025Observational
- The impact of an eight-week online physical activity intervention on sleep quality in early pregnancy: A pilot study using objective measurement.European journal of midwifery · 2025Article
- Accuracy Bias and Factors Influencing Polysomnography and Consumer Sleep-Monitoring Device Measuring of Total Sleep Time: A Mixed-Methods Study.Nature and science of sleep · 2025Article
- Improving Patient Sleep before Surgery: The Case for Sleep Prehabilitation.Annals of nutrition & metabolism · 2025Review
- Article
- Associations Among Cardiometabolic Risk Factors, Sleep Duration, and Obstructive Sleep Apnea in a Southeastern US Rural Community: Cross-Sectional Analysis From the SLUMBRx-PONS Study.JMIR formative research · 2024Observational
- Prior-night sleep predicts next-day symptoms over ten days among military personnel with sleep problems.Npj biological timing and sleep · 2024Article
- Sleep patterns and risk of chronic disease as measured by long-term monitoring with commercial wearable devices in the All of Us Research Program.Nature medicine · 2024Article
- Virtual first: implementation of a novel sleep telehealth platform in the United States military.Frontiers in sleep · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Purpose: The commercialization of sleep activity tracking devices has made it possible to manage sleep quality at home. However, it is necessary to verify the reliability and accuracy of wearable devices through comparison with polysomnography (PSG), which is the standard for tracking sleep activity. This study aimed to monitor overall sleep activity using Fitbit Inspire 2™ (FBI2) and to evaluate its performance and effectiveness through PSG under the same conditions. Patients and Methods: We compared the FBI2 and PSG data of nine participants (four male and five female participants; average age, 39 years) without severe sleeping problems. The participants wore FBI2 continuously for 14 days, considering the period of adaptation to the device. FBI2 and PSG sleep data were compared using paired Results: The average values for each sleep stage obtained from FBI2 and PSG showed significant differences in the total sleep time (TST), deep sleep, and rapid eye motion (REM). In the Bland-Altman analysis, TST ( Conclusion: The use of FBI2 as an objective tool for measuring sleep in daily life can be considered appropriate. However, further research is warranted on its application in participants with sleep-wake problems.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.