Predictors of Metformin Failure: Repurposing Electronic Health Record Data to Identify High-Risk Patients

Overview of attention for article published in JCEM, January 2023

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In the top 5% of all research outputs scored by Altmetric
High Attention Score compared to outputs of the same age (96th percentile)
High Attention Score compared to outputs of the same age and source (87th percentile)

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news: 6 news outlets
blogs: 1 blog
twitter: 20 X users

guideline: 1 clinical guideline source
podcasts: 1 podcast

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So far, Altmetric has seen 8 news stories from 6 outlets.

Metformin monotherapy not always best start in type 2 diabetes

Pediatric News , 09 Dec 2025

Other predictors that metformin use wouldn’t be successful included increasing age, male sex, and race/ethnicity.

Study uses electronic health record data to assess metformin failure risk, optimize care

MedicalXpress, 10 Feb 2023

A recent Mayo Clinic study published in the Journal of Clinical Endocrinology

Using Electronic Health Record Data to Optimize Care for Patients with Diabetes - Discovery's Edge

Mayo Discoverys Edge, 09 Feb 2023

A recent Mayo Clinic study published in The Journal of Clinical Endocrinology

Metformin failure common in patients with type 2 diabetes with high HbA1c at time of diagnosis

Knowledia, 30 Jan 2023

USA: Metformin failure is widespread in patients with type 2 diabetes, specifically among those with high hemoglobin A1c (HbA1c…

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