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

JMH Theme Issue: COVID-19 and Mental Health: Impact and Interventions (386) Registered Report (579) JMIR Theme Issue: COVID-19 Special Issue (2461) Theme Issue: Novel Coronavirus (COVID-19) Outbreak Rapid Reports (1520) Outbreak and Pandemic Preparedness and Management (1743) Infectious Diseases (non-STD/STI) (1592) Wearable Devices and Sensors (903) mHealth for Wellness, Behavior Change and Prevention (2922) Fitness Trackers and Smart Pedometers/Accelerometers (571) Anxiety and Stress Disorders (1081)

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 (7) Tweetations (5) Metrics

Journals

  1. Coulaud P, Airagnes G, McGrath K, Bolduc N, Bertrand K, Jauffret-Roustide M, Knight R. Factors Associated with Self-Reported Changes in Alcohol Use among Young Adults during the COVID-19 Pandemic: A Comparative Analysis between Canada and France. International Journal of Environmental Research and Public Health 2022;19(24):16694 View
  2. Severson M, Cassada D, Huber V, Snow D, McFadden L. Population Health Metrics During the Early Stages of the COVID-19 Pandemic: Correlative Pilot Study. JMIR Formative Research 2022;6(10):e40215 View
  3. Mayer C, Tyler J, Fang Y, Flora C, Frank E, Tewari M, Choi S, Sen S, Forger D. Consumer-grade wearables identify changes in multiple physiological systems during COVID-19 disease progression. Cell Reports Medicine 2022;3(4):100601 View
  4. Yan X, Newman M, Park S, Sander A, Choi S, Miner J, Wu Z, Carlozzi N. Identifying Design Opportunities for Adaptive mHealth Interventions That Target General Well-Being: Interview Study With Informal Care Partners. JMIR Formative Research 2023;7:e47813 View
  5. Weizman Y, Tan A, Fuss F. The Use of Wearable Devices to Measure Sedentary Behavior during COVID-19: Systematic Review and Future Recommendations. Sensors 2023;23(23):9449 View
  6. Pragathi S, Narayanamoorthy S, Pamucar D, Kang D. An Adaptive Decision-Making System for Behavior Analysis Among Young Adults. Cognitive Computation 2025;17(1) View
  7. Jayaraj G, Cao X, Horwitz A, Rozwadowski M, Shea S, Hanauer S, Hanauer D, Tewari M, Shedden K, Choi S. Trends in Mental Health Outcomes in College Students Amid the Pandemic: A 3-Year mHealth App-Based Longitudinal Study (Preprint). Journal of Medical Internet Research 2024 View