Anorexia nervosa (AN) is a disorder characterized by rigid and restrictive eating behaviors, resulting in significantly low body weight. While specialized behavioral intensive treatment programs can reliably support individuals with AN to normalize eating and weight control behaviors and achieve weight restoration, prognostic factors predicting relapse following treatment are unclear. We examined whether changes in (i) normative eating self-efficacy, (ii) body image self-efficacy, (iii) drive for thinness, and (iv) body dissatisfaction from inpatient admission to six-month follow-up were associated with weight restoration status at program discharge and at six-month follow-up. The sample comprised 146 participants with AN admitted to a meal-based inpatient-partial hospitalization program. Participants completed questionnaires at inpatient admission and six months following program discharge. Additionally, at follow-up, participants reported the frequency of engaging in normalized eating behaviors since discharge (e.g. eating with others and preparing a balanced meal). The majority (73.3%) of participants attained a BMI > 19 at discharge and 59.6% were weight restored at six-month follow-up. Change in normative eating self-efficacy was significantly associated with weight restoration at follow-up, whereas change in body image self-efficacy, drive for thinness, and body dissatisfaction were not. For each one unit increase in normative eating self-efficacy, patients were 4.65 times more likely to be weight restored at follow-up (p = .002). Additionally, individuals reporting a higher frequency of normalized eating behaviors at follow-up were more likely to be weight restored. Normative eating self-efficacy and normalized eating behaviors may represent vital treatment targets for relapse prevention interventions for this high-risk population.