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Objective We aimed to investigate the phenotypes of individuals with emotional eating (EE) based on their levels of positive and negative EE, body mass index (BMI), and preoccupation with weight, and to assess differences in eating pathology and emotion regulation (ER) difficulties among them. Method A community sample of 605 women (mean age = 29.8 years, SD = 9.6; mean BMI = 23.4 kg/m2, SD = 4.7) filled out the Positive–Negative Emotional Eating Scale, Eating Disorders Assessment Scale, and Difficulties in Emotion Regulation Scale. Data of BMI, positive EE, negative EE, and preoccupation with body weight were submitted to a latent profile analysis. Results A four‐profile model was discovered with normal weight individuals without EE (63%), normal weight individuals with EE (23%), overweight individuals without EE (9%), and obese individuals with EE (5%). A five‐profile model was also included, as a class of normal weight individuals with positive EE was found. Obese and normal weight individuals with EE showed the highest level of ER difficulties and eating pathology. Overweight individuals without EE showed moderate levels of eating pathology and low levels of ER difficulties, suggesting that high BMI itself might not be related to eating disorder (ED) psychopathology. Normal weight individuals with positive EE showed low levels of eating pathology, but moderate levels of ER difficulties. Discussion Our results suggest that negative EE could be an important risk factor for disordered eating, independent of BMI. Further, individuals with EE could benefit from learning adaptive ER strategies to prevent the onset or maintenance of ED or weight gain.

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