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

JMH Theme Issue: COVID-19 and Mental Health: Impact and Interventions (374) Registered Report (520) JMIR Theme Issue: COVID-19 Special Issue (2392) Theme Issue: Novel Coronavirus (COVID-19) Outbreak Rapid Reports (1484) Outbreak and Pandemic Preparedness and Management (1678) Infectious Diseases (non-STD/STI) (1487) Wearable Devices and Sensors (822) mHealth for Wellness, Behavior Change and Prevention (2746) Fitness Trackers and Smart Pedometers/Accelerometers (542) Anxiety and Stress Disorders (1006)

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

Authors of this article:

Kristen N Gilley1 Author Orcid Image ;   Loubna Baroudi2 Author Orcid Image ;   Miao Yu1 Author Orcid Image ;   Izzy Gainsburg3 Author Orcid Image ;   Niyanth Reddy1 Author Orcid Image ;   Christina Bradley3 Author Orcid Image ;   Christine Cislo1 Author Orcid Image ;   Michelle Lois Rozwadowski1 Author Orcid Image ;   Caroline Ashley Clingan1 Author Orcid Image ;   Matthew Stephen DeMoss1 Author Orcid Image ;   Tracey Churay1 Author Orcid Image ;   Kira Birditt4 Author Orcid Image ;   Natalie Colabianchi5 Author Orcid Image ;   Mosharaf Chowdhury6 Author Orcid Image ;   Daniel Forger7 Author Orcid Image ;   Joel Gagnier8, 9 Author Orcid Image ;   Ronald F Zernicke8, 10 Author Orcid Image ;   Julia Lee Cunningham3 Author Orcid Image ;   Stephen M Cain11 Author Orcid Image ;   Muneesh Tewari12, 13, 14, 15 Author Orcid Image ;   Sung Won Choi1 Author Orcid Image
Article Authors Cited by (5) Tweetations (5) Metrics

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