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This paper is in the following e-collection/theme issue:

Fitness Trackers and Smart Pedometers/Accelerometers (693) Mobile Health (mhealth) (3657) Wearable Devices and Sensors (1212) mHealth for Wellness, Behavior Change and Prevention (3431)

Published on in Vol 14 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/81123, first published .
Determining a Likely Mechanism of Missingness in Repeated Measures Sleep Data From Wearable Fitness Trackers: Longitudinal Analysis

Determining a Likely Mechanism of Missingness in Repeated Measures Sleep Data From Wearable Fitness Trackers: Longitudinal Analysis

Determining a Likely Mechanism of Missingness in Repeated Measures Sleep Data From Wearable Fitness Trackers: Longitudinal Analysis

Authors of this article:

Kate Mobley1 Author Orcid Image ;   Kevin B Gittner1, 2 Author Orcid Image ;   Karen Nielsen3 Author Orcid Image ;   Lauren M Matheny1 Author Orcid Image ;   Gita Taasoobshirazi1 Author Orcid Image ;   Charles Natuhamya4 Author Orcid Image ;   Monica H Swahn5 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Kate Mobley   1 , BS, MS, PhD ;   Kevin B Gittner   1, 2 , PhD ;   Karen Nielsen   3 , PhD ;   Lauren M Matheny   1 , MPH, PhD ;   Gita Taasoobshirazi   1 , PhD ;   Charles Natuhamya   4 , MS ;   Monica H Swahn   5 , PhD

1 School of Data Science and Analytics, College of Computing and Software Engineering, Kennesaw State University, Marietta, GA, United States

2 Department of Health Promotion and Physical Education, Wellstar College of Health and Human Services, Kennesaw State University, Kennesaw, GA, United States

3 Department of Population Health Sciences, School of Public Health, Georgia State University, Atlanta, GA, United States

4 Uganda Youth Development Link, Kampala, Uganda

5 School of Public Health, Virginia Commonwealth University, Richmond, VA, United States

Corresponding Author:

  • Kate Mobley, BS, MS, PhD
  • School of Data Science and Analytics
  • College of Computing and Software Engineering, Kennesaw State University
  • 680 Arntson Drive Atrium J333, MD 9104
  • Marietta, GA 30060
  • United States
  • Phone: 1-470-578-2865
  • Email: mobley.kate@gmail.com