ArticleObesity (Silver Spring, Md.)2025
Clustering of intuitive eating and psychological health identifies subgroups associated with weight loss following semaglutide.
Article in Obesity (Silver Spring, Md.), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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Who cites it
1 citing paper in PubMed.
- Clustering of intuitive eating and psychological health identifies subgroups associated with weight loss following semaglutide.Obesity (Silver Spring, Md.) · 2025Article
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14 authors.
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Abstract
objectiveObesity management requires personalized approaches. Using data from the Aviitam platform in France, this study aimed to do the following: 1) explore psychological and behavioral patterns through clustering techniques; 2) validate the robustness of these clusters; and 3) assess their association with weight-loss outcomes in severe obesity under semaglutide treatment.
methodsPhase 1 included 989 adults with BMI ≥ 25 kg/m
resultsThe following two clusters were identified: the Intuitive Eaters Group (IEG, n = 482); and the Emotionally Driven Eaters Group (EDEG, n = 507). The IEG exhibited lower emotional distress and higher intuitive eating scores. HADS and IES-2 distinguished clusters effectively (area under the curve, 0.95). Robustness was confirmed in Phase 2. In Phase 3, the IEG demonstrated a significantly more favorable weight-loss trajectory compared to the EDEG (p = 0.03).
conclusionsPsychological and behavioral clusters identified through HADS and IES-2 are associated with weight loss under semaglutide treatment, suggesting the value of integrating psychological and behavioral profiling into obesity care.
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