Highlights • Treatment preferences are “sticky”: only a minority of patients change their minds about treatment based on N-of-1 trials. • Different schemes for defining treatment success lead to different conclusions about whether patients’ treatment choices are concordant with their own data. • Patients and clinicians need more help interpreting personalized results. Abstract Objective : To examine pain treatment preferences before and after participation in an N-of-1 trial.