Influencing factors on fear of hypoglycemiain middle-aged and elderly patients with type 2 diabetes mellitus based on Logistic regression and decision tree model
Objective:To analyze the influencing factors of fear of hypoglycemia in middle-aged and elderly pa-tients with type 2 diabetes mellitus from multiple perspectives,and to provide reference for early clinical identification and screening of fear of hypoglycemia.Methods:A total of 404 middle-aged and elderly patients with type 2 diabetes mellitus who were hospitalized in the Department of Endocrinology,Tangshan Gongren Hospital were selected as the re-search objects.Logistic regression and decision tree model were used to analyze the influencing factors of fear of hypogly-cemia in middle-aged and elderly patients with type 2 diabetes mellitus,and the differences between the two models were compared.Results:Logistic regression analysis showed that marital status,fasting blood glucose at admission,du-ration of diabetes,type of treatment,type of hypoglycemia,and nocturnal hypoglycemia were the influencing factors of fear of hypoglycemia in middle-aged and elderly patients with type 2 diabetes mellitus.While,the results of the deci-sion tree model showed that the duration of diabetes,the type of hypoglycemia,and the experience of nocturnal hypogly-cemia were the influencing factors.Conclusion:Logistic regression and decision tree model can be combined to explore and analyze the influencing factors of fear of hypoglycemia in middle-aged and elderly patients with type 2 diabetes mel-litus from multiple perspectives,so as to provide reference for clinical implementation of early intervention measures.
Type 2 diabetes mellitusMiddle-aged and elderlyHypoglycemia phobiaInfluencing factorsLo-gistic regressionDecision tree
NETL
NSTL
万方数据
维普
