What question did this study set out to answer?

The study aims to create a risk prediction model for impaired awareness of hypoglycemia in diabetes and analyze its associations with clinical factors.

March 26, 2026Diabetes Metabolic Syndrome and ObesityOpen Access

Construction of a Risk Prediction Model and Associative Path Analysis for Impaired Awareness of Hypoglycemia in People with Diabetes

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Authors

XWXuexian WenSouthern University of Science and Technology LCLiyan ChenFirst Affiliated Hospital of Jiangxi Medical College YMYali Mo

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Implication

A cross-sectional study develops a model predicting hypoglycemia awareness impairment in diabetes, suggesting targeted interventions.

Key Points

The study aims to create a risk prediction model for impaired awareness of hypoglycemia in diabetes and analyze its associations with clinical factors.
Cross-sectional design involving 280 hospitalized diabetes patients
Defined impaired awareness of hypoglycemia using Gold Scale score≥4
Utilized binary logistic regression for model construction
Employed structural equation modeling for path analysis
Conducted sensitivity analysis based on diabetes types
Impaired awareness of hypoglycemia was found in 60.4% of participants
Lower total cholesterol levels were identified as an independent correlate (aOR=0.819)
The model exhibited moderate discriminative ability (AUC=0.630) with high sensitivity (87.0%)
Path analysis indicated age impacts hypoglycemia risk indirectly through glomerular filtration rate and peripheral neuropathy

Cite This Study

Wen et al. (2026) studied this question.

synapsesocial.com/papers/69c4cd65fdc3bde448919a1f https://doi.org/10.2147/dmso.s579326

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Construction of a Risk Prediction Model and Associative Path Analysis for Impaired Awareness of Hypoglycemia in People with Diabetes

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Implication

Key Points

Cite This Study

Construction of a Risk Prediction Model and Associative Path Analysis for Impaired Awareness of Hypoglycemia in People with Diabetes

Discussion

Member takes

Implication

Key Points

Cite This Study

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