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References from Sociodemographic Correlates of Longitudinal Fitbit Sleep-Data Availability Among Women in the All of Us Research Program. Local targets link to admitted publications; unresolved targets remain external evidence.
Using Fitbit as an mHealth intervention tool to promote physical activity: Potential challenges and solutions
10.2196/25289 · 2021 · External reference
Prevalence of multiple chronic conditions among US adults
10.5888/pcd17.200130 · 2020 · External reference
Challenges and recommendations for wearable devices in digital health: Data quality, interoperability, health equity, fairness
10.1371/journal.pdig.0000104 · 2022 · External reference
Role of sleep deprivation in immune-related disease risk and outcomes
10.1038/s42003-021-02825-4 · 2021 · External reference
Development of physical and mental health summary scores from the Patient-Reported Outcomes Measurement Information System (PROMIS) global items
10.1007/s11136-009-9496-9 · 2009 · External reference
National Sleep Foundation's updated sleep duration recommendations: Final report
10.1016/j.sleh.2015.10.004 · 2015 · External reference
Changes in objective measures of sleep in association with menses among female athletes with poor subjective sleep quality
10.2147/nss.s449305 · 2024 · External reference
The importance of data quality control in using Fitbit device data from the All of Us Research Program
10.2196/45103 · 2023 · External reference
The association between sleep quality and quality of life: A population-based study
10.1016/j.sleep.2021.05.022 · 2021 · External reference
Accuracy of 11 wearable, nearable, and airable consumer sleep trackers: Prospective multicenter validation study
10.2196/50983 · 2023 · External reference
Sleep regularity and duration are associated with depression severity in a nationally representative United States sample
10.1016/j.nbscr.2025.100133 · 2025 · External reference
Sleep disturbance associated with the menopause
10.1097/gme.0000000000002386 · 2024 · External reference
Diversity and inclusion for the All of Us Research Program: A scoping review
10.1371/journal.pone.0234962 · 2020 · External reference
Association of step counts over time with the risk of chronic disease in the All of Us Research Program
10.1038/s41591-022-02012-w · 2022 · External reference
How Fitbit data are being made available to registered researchers in the All of Us Research Program
2023 · External reference
Ethics of sleep tracking: Techno-ethical particularities of consumer-led sleep-tracking with a focus on medicalization, vulnerability, and relationality
10.1007/s10676-023-09677-y · 2023 · External reference
Sleep is essential to health: An American Academy of Sleep Medicine position statement
10.5664/jcsm.9476 · 2021 · External reference
Use of Fitbit devices in physical activity intervention studies across the life course: Narrative review
10.2196/23411 · 2021 · External reference
Ethical considerations for the use of consumer wearables in health research
10.1177/20552076231153740 · 2023 · External reference
Sleep disturbance and perimenopause: A narrative review
10.3390/jcm14051479 · 2025 · External reference