Prescribing unnecessary antibiotics increases the risk of resistant infections and can lead to patient harm. In this cross-sectional study, researchers found that 23% of the 15,455,834 outpatient antibiotic prescriptions filled among a cohort of 19.2 million patients over a 1-year period were consistent with inappropriate prescribing.