Lifestyle, psychological and demographic predictors of anxiety: insights from a large-scale survey and machine learning analysis (opens in new tab)

ObjectiveAnxiety is influenced by a combination of lifestyle, psychological, and demographic factors. This study aimed to evaluate these associations and explore the potential of machine learning in predicting anxiety severity.MethodsAnxiety levels were evaluated using a large survey-based dataset of 11, 000 adults alongside demographic, physiological, and psychological measures. Descriptive statistics and inferential analyses were conducted in IBM SPSS to identify associations between key va...