2024
DOI: 10.1002/nur.22413
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Risk factors for prediabetes in community‐dwelling adults: A generalized estimating equation logistic regression approach with natural language processing insights

Aeri Kim,
Eunjoo Jeon,
Hana Lee
et al.

Abstract: The global prevalence of prediabetes is expected to reach 8.3% (587 million people) by 2045, with 70% of people with prediabetes developing diabetes during their lifetimes. We aimed to classify community‐dwelling adults with a high risk for prediabetes based on prediabetes‐related symptoms and to identify their characteristics, which might be factors associated with prediabetes. We analyzed homecare nursing records (n = 26,840) of 1628 patients aged over 20 years. Using a natural language processing algorithm,… Show more

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