Published on in Vol 9, No 2 (2022): February

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/34645, first published .
Risk Factors for COVID-19 in College Students Identified by Physical, Mental, and Social Health Reported During the Fall 2020 Semester: Observational Study Using the Roadmap App and Fitbit Wearable Sensors

Risk Factors for COVID-19 in College Students Identified by Physical, Mental, and Social Health Reported During the Fall 2020 Semester: Observational Study Using the Roadmap App and Fitbit Wearable Sensors

Risk Factors for COVID-19 in College Students Identified by Physical, Mental, and Social Health Reported During the Fall 2020 Semester: Observational Study Using the Roadmap App and Fitbit Wearable Sensors

Kristen N Gilley   1 , MPH ;   Loubna Baroudi   2 , MS ;   Miao Yu   1 , MSc ;   Izzy Gainsburg   3 , PhD ;   Niyanth Reddy   1 ;   Christina Bradley   3 , BS ;   Christine Cislo   1 , BA ;   Michelle Lois Rozwadowski   1 , BS ;   Caroline Ashley Clingan   1 , BS ;   Matthew Stephen DeMoss   1 , MA ;   Tracey Churay   1 , MS ;   Kira Birditt   4 , PhD ;   Natalie Colabianchi   5 , PhD ;   Mosharaf Chowdhury   6 , PhD ;   Daniel Forger   7 , PhD ;   Joel Gagnier   8, 9 , MSc, ND, PhD ;   Ronald F Zernicke   8, 10 , DSc, PhD ;   Julia Lee Cunningham   3 , MPP, PhD ;   Stephen M Cain   11 , PhD ;   Muneesh Tewari   12, 13, 14, 15 , MD, PhD ;   Sung Won Choi   1 , MS, MD

1 Department of Pediatrics, University of Michigan Medical School, Ann Arbor, MI, United States

2 Department of Mechanical Engineering, University of Michigan, Ann Arbor, MI, United States

3 Stephen M. Ross School of Business, University of Michigan, Ann Arbor, MI, United States

4 Institute for Social Research, University of Michigan, Ann Arbor, MI, United States

5 School of Kinesiology, University of Michigan, Ann Arbor, MI, United States

6 Department of Computer Science Engineering, University of Michigan, Ann Arbor, MI, United States

7 Department of Mathematics, University of Michigan, Ann Arbor, MI, United States

8 Department of Orthopedic Surgery, University of Michigan, Ann Arbor, MI, United States

9 Department of Epidemiology, University of Michigan, Ann Arbor, MI, United States

10 Exercise & Sport Science Initiative, University of Michigan, Ann Arbor, MI, United States

11 Department of Chemical and Biomedical Engineering, West Virginia University, Morgantown, WV, United States

12 Department of Internal Medicine, University of Michigan, Ann Arbor, MI, United States

13 Department of Biomedical Engineering, University of Michigan, Ann Arbor, MI, United States

14 Center for Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, United States

15 Veterans Administration Ann Arbor Healthcare System, Ann Arbor, MI, United States

Corresponding Author:

  • Sung Won Choi, MS, MD
  • Department of Pediatrics
  • University of Michigan Medical School
  • 1200 E Hospital Dr
  • Medical Professional Building D4118
  • Ann Arbor, MI, 48109
  • United States
  • Phone: 1 734-615-2263
  • Email: sungchoi@med.umich.edu