Four percent of chronic noncancer pain patients developed codeine shopping behavior. In 2004 to 2014, the prevalence of codeine shopping behavior more than tripled. Codeine shoppers were younger and had mental health disorders. Anxiolytic use and previous strong opioid use were risk factors for codeine shopping. The growing prevalence of codeine doctor shopping calls for vigilance.