Monitoring Beliefs and Physiological Measures Using Wearable Sensors and Smartphone Technology Among Students at Risk of COVID-19: Protocol for a mHealth Study

Christine Cislo   ^{1 *} , BA ;   Caroline Clingan   ^{1 *} , BSc ;   Kristen Gilley   ¹ , MPH ;   Michelle Rozwadowski   ^{1, 2} , BSc ;   Izzy Gainsburg   ³ , PhD ;   Christina Bradley   ³ , PhD ;   Jenny Barabas   ² , BSc ;   Erin Sandford   ² , PhD ;   Mary Olesnavich   ² , BA ;   Jonathan Tyler   ^{1, 4} , PhD ;   Caleb Mayer   ⁴ , BSc ;   Matthew DeMoss   ^{1, 2} , MA ;   Christopher Flora   ² , PhD ;   Daniel B Forger   ⁴ , PhD ;   Julia Lee Cunningham   ³ , PhD ;   Muneesh Tewari   ^{2, 5, 6 *} , MD, PhD ;   Sung Won Choi   ^{1, 5 *} , MD, MSc

¹ Division of Pediatric Hematology Oncology, Department of Pediatrics, University of Michigan, Ann Arbor, MI, United States

² Division of Hematology Oncology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, United States

³ Management and Organizations Area, Ross School of Business, University of Michigan, Ann Arbor, MI, United States

⁴ Department of Mathematics, University of Michigan, Ann Arbor, MI, United States

⁵ Rogel Comprehensive Cancer Center, University of Michigan, Ann Arbor, MI, United States

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

*these authors contributed equally