Published on in Vol 11 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/45103, first published .
The Importance of Data Quality Control in Using Fitbit Device Data From the All of Us Research Program

The Importance of Data Quality Control in Using Fitbit Device Data From the All of Us Research Program

The Importance of Data Quality Control in Using Fitbit Device Data From the All of Us Research Program

Journals

  1. Daniore P, Nittas V, Haag C, Bernard J, Gonzenbach R, von Wyl V. From wearable sensor data to digital biomarker development: ten lessons learned and a framework proposal. npj Digital Medicine 2024;7(1) View
  2. Morris A, Douch S, Popnikolova T, McGinley C, Matcham F, Sonuga-Barke E, Downs J. A framework for remotely enabled co-design with young people: its development and application with neurodiverse children and their caregivers. Frontiers in Psychiatry 2024;15 View
  3. Lee J, Kong S, Shin S, Lee G, Kim H, Shim Y, Cho J, Kang D, Park H. Wearable Device–Based Intervention for Promoting Patient Physical Activity After Lung Cancer Surgery. JAMA Network Open 2024;7(9):e2434180 View
  4. Guzmán‐Vélez E, Rivera‐Hernández A, Fabrega S, Oliveira G, Martínez J, Baena A, Picard G, Lopera F, Arnold S, Taylor J, Quiroz Y. Relationship between physical activity and biomarkers of pathology and neuroinflammation in preclinical autosomal‐dominant Alzheimer's disease. Alzheimer's & Dementia: Translational Research & Clinical Interventions 2024;10(4) View
  5. Liu J, Borsari B, Li Y, Liu S, Gao Y, Xin X, Lou S, Jensen M, Garrido-Martín D, Verplaetse T, Ash G, Zhang J, Girgenti M, Roberts W, Gerstein M. Digital phenotyping from wearables using AI characterizes psychiatric disorders and identifies genetic associations. Cell 2024 View
  6. Jeong H, Roghanizad A, Master H, Kim J, Kouame A, Harris P, Basford M, Marginean K, Dunn J. Data from the All of Us research program reinforces existence of activity inequality. npj Digital Medicine 2025;8(1) View
  7. Doherty I, Wells M. Sleep disparities in the United States: Comparison of logistic and linear regression with stratification by race. Sleep Epidemiology 2025;5:100106 View