Objective: To determine clusters among weight-loss-seeking individuals for personalised obesity management and find questionnaires to help identify those who could benefit from psychological support. Design: In a cross-sectional analysis using an online platform (Aviitam®), a cluster analysis was carried out in overweight/obese adults. The following questionnaires were studied: Hospital Anxiety and Depression Scale (HADS), Perceived Stress Scale (PSS), Epworth Sleepiness Scale, Morin's Insomnia Scale, Intuitive Eating Scale-2 (IES-2), Binge Eating Scale (BES), a Physical Activity questionnaire and EQ-5D Quality-of-Life questionnaire. Setting: An online weight management platform (Aviitam®) used by adults with obesity across France. Participants: Adults with body mass index (BMI) \>25 kg/m² participating in a weight management pathway who completed validated questionnaires assessing psychological and lifestyle factors. Main Outcomes: Identification of clusters based on questionnaire responses, BMI, age and gender.
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Hospital Anxiety and Depression Scale (HADS)
Timeframe: 90 days after registry in the platform
The Perceived Stress Scale (PSS)
Timeframe: 90 days after registry in the platform
The Epworth Sleepiness Scale
Timeframe: 90 days after registry in the platform
"Morin's Insomnia" Scale
Timeframe: 90 days after registry in the platform
The Intuitive Eating Scale-2 (IES-2)
Timeframe: 90 days after registry in the platform
The Binge Eating Scale (BES)
Timeframe: 90 days after registry in the platform
"Ricci and Gagnon" Physical Activity questionnaire
Timeframe: 90 days after registry in the platform