Patient no-show rates represent a persistent operational and financial challenge across U.S. healthcare delivery systems, with national averages ranging from 5% to 30% depending on specialty, patient population, and appointment modality. Missed appointments cost the U.S. healthcare system an estimated $150 billion annually, with individual physician practices absorbing revenue losses between $150,000 and $1 million per year. Understanding these patterns enables healthcare administrators and...