Risk prediction of cardiometabolic diseases with depression in the community of Xinjiang production and construction corps

The incidence of cardiometabolic diseases accompanied by depression among the elderly in a division community of the Xinjiang Production and Construction Corps (XPCC) is higher than the national average. Generalized Linear Mixed Models (GLMM) are more suitable for screening individuals with cardiometabolic diseases. This study emphasizes the importance of physical activity, social security, and health service indicators in predicting the risk of depression.