Objective: To analyze the influencing factors of fear of hypoglycemia in middle-aged and elderly patients 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 research objects. Logistic regression and decision tree model were used to analyze the influencing factors of fear of hypoglycemia 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, duration 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 decision tree model showed that the duration of diabetes, the type of hypoglycemia, and the experience of nocturnal hypoglycemia 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 mellitus from multiple perspectives, so as to provide reference for clinical implementation of early intervention measures.
CUI Yu
,
ZHAO Qiuping
,
KANG Junxian
,
WANG Fenglan
. Influencing factors on fear of hypoglycemiain middle-aged and elderly patients with type 2 diabetes mellitus based on Logistic regression and decision tree model[J]. Journal of Baotou Medical College, 2024
, 40(5)
: 28
-32
.
DOI: 10.16833/j.cnki.jbmc.2024.05.006
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