Background: Uncontrolled asthma leading to emergency department (ED) visits and hospitalization causes suffering, disproportionately among underserved patients, and are costly to healthcare systems. Timely treatment and adherence to clinical guidelines via serial monitoring of patients’ reported symptoms, offers the opportunity to improve health outcomes that are important to patients, clinicians, and accountable care organizations (ACO). [...]