Dr. Monica Federico, a pediatric pulmonologist at the University of Colorado School of Medicine and Children's Hospital Colorado in Denver, started an asthma program at the hospital several years ago. About a fifth of its appointments proved no-shows. The team needed something more granular than patient satisfaction data to understand why.