ArticlePrimary care diabetes2015
Initiation of treatment for incident diabetes: evidence from the electronic health records in an ambulatory care setting.
Article in Primary care diabetes, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers, 1 of them a synthesis that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
7 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Comprehensive process model of clinical information interaction in primary care: results of a "best-fit" framework synthesis.Journal of the American Medical Informatics Association : JAMIA · 2018Pooled it
- Type 2 diabetes progression in an adult Ugandan population with new-onset diabetes: an observational prospective study.BMC primary care · 2023Observational
- The Longitudinal Epidemiologic Assessment of Diabetes Risk (LEADR): Unique 1.4 M patient Electronic Health Record cohort.Healthcare (Amsterdam, Netherlands) · 2020Article
- The impact of phenotype, ethnicity and genotype on progression of type 2 diabetes mellitus.Endocrinology, diabetes & metabolism · 2020Review
- Comparative effectiveness of early versus delayed metformin in the treatment of type 2 diabetes.Diabetes research and clinical practice · 2015Article
- Impact of Education on Weight in Newly Diagnosed Type 2 Diabetes: Every Little Bit Helps.PloS one · 2015Article
- Prevalence of the Use of Aspirin and Statins for Preventing Cardiovascular Events in the Colombian Population with Type 2 Diabetes Mellitus: Comparison of 2008 and 2018.Journal of primary care & community healthArticle
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
objectiveWe examined patterns and predictors of initiation of treatment for incident diabetes in an ambulatory care setting in the US.
methodsData were extracted from electronic health records (EHR) for active patients ≥ 35 years in a multispecialty, multiclinic ambulatory care organization with 1000 providers. New onset type 2 diabetes and subsequent treatment were identified using lab, diagnosis, medication prescription, and service use data. Time from the first evidence of diabetes until initial treatment, either medication or education/counseling, was examined using a Kaplan-Meier hazards curve. Potential predictors of initial treatment were examined using multinomial logistic models accounting for physician random effects.
resultsOf 2258 patients with incident diabetes, 55% received either medication or education/counseling (20% received both) during the first year. Of the treated patients, 68% received a treatment within the first four weeks, and 13% after initial 16 weeks. Strong positive predictors (P < 0.01) of combined treatment were younger age, higher fasting glucose at diagnosis, obesity, and visits with an endocrinologist.
conclusionsAmong insured patients who have a primary care provider in a multispecialty health care system, incident diabetes is treated only half the time. Improved algorithms for identifying incident diabetes from the EHR and team approach for monitoring may help treatment initiation.
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