Clinical trials often focus on symptom reduction as a primary outcome, overlooking positive psychology factors of potential importance although many individuals can and do live well with pain. The Patient-Reported Outcomes Measurement Information System (PROMIS) Psychosocial Illness Impact-Positive (PIIP) scale assesses perceptions of adaptive psychosocial functioning (e.g., coping and meaning-making) after illness onset. This study evaluated the effects of hypnosis (HYP), mindfulness meditation (MM), and pain psychoeducation (ED) on PIIP scores, using data from a completed randomized clinical trial (RCT) of complementary and integrative chronic pain interventions. We hypothesized that treatment effects on PIIP would mirror the RCT's primary pain intensity outcome, such that HYP and MM, relative to ED, would lead to greater improvements in PIIP during trial follow-up.