This study delves into the construct validity of Food Addiction (FA) as evaluated by the modified Yale Food Addiction Scale 2.0 (mYFAS 2.0) within the context of post-bariatric surgery patients in Brazil. Understanding the prevalence, characteristics, and construct validity of FA among individuals who have undergone bariatric surgery is crucial for enhancing patient care and advancing research in this field. Our findings are based on a convenience-based sample of 100 individuals who had undergone bariatric surgery at Hospital Estadual Mário Covas (HEMC) in Brazil. Using mYFAS 2.0, we found that 51% of the participants met the criteria for FA, with 31% classified as severely affected. In our investigation of construct validity, we confirmed a one-dimensional model, in line with prior research using the YFAS and its modified versions. Item Response Theory (IRT) analyses further confirmed the appropriateness of the mYFAS 2.0 items, with all criteria contributing to the latent structure, most exhibiting discrimination values exceeding 0.5, and the majority having values greater than 2. These results provide substantial support for the construct validity of mYFAS 2.0 in our Brazilian subpopulation of post-bariatric surgery patients. Comparative analyses with previous studies revealed a notably higher prevalence of FA in our population, suggesting potential differences between pre- and post-bariatric surgery groups. This study contributes unique insights into the assessment of FA among post-surgery patients and highlights the importance of early detection and intervention in this population. While this study advances our understanding of FA in post-bariatric surgery patients, certain limitations, such as the relatively small sample size and cross-sectional design, warrant consideration. Nevertheless, our findings hold valuable implications for healthcare providers, researchers, and patients in the field of bariatric surgery and FA management. Future research can build upon these foundations to explore long-term FA effects post-surgery and potential interventions to address this issue effectively.
Keywords: Brazil; Food addiction; bariatric surgery; construct validity; item response theory.