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, US

2 Department of Mechanical Engineering, University of Michigan , Ann Arbor, MI, US

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

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

5 School of Kinesiology, University of Michigan , Ann Arbor, MI, US

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

7 Department of Mathematics, University of Michigan , Ann Arbor, MI, US

8 Department of Orthopedic Surgery, University of Michigan , Ann Arbor, MI, US

9 Department of Epidemiology, University of Michigan , Ann Arbor, MI, US

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

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

12 Department of Biomedical Engineering, University of Michigan , Ann Arbor, MI, US

13 Center for Computational Medicine and Bioinformatics, University of Michigan , Ann Arbor, MI, US

14 Veterans Administration Ann Arbor Healthcare System , Ann Arbor, MI, US

15 Department of Internal Medicine, University of Michigan , Ann Arbor, MI, US

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
  • US
  • Phone: 1 734-615-2263
  • Email: sungchoi@med.umich.edu