Evidence map›Paper›PMID 40274755›Full record

ArticleJournal of general internal medicine2026

Metformin Prescription Orders among Patients with Prediabetes in a National Network of Federally Qualified Health Centers.

Tamkeen Khan, Lindsay Zasadzinski, Andrew Owen, Maria Vargas, Matthew O'Brien

Abstract read
In one paragraph

Article in Journal of general internal medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Trial
  2. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Tamkeen KhanImproving Health Outcomes, American Medical Association, Chicago, IL, USA. Tamkeen.Khan@ama-assn.org.ORCID 0000-0002-4522-0811
Lindsay ZasadzinskiImproving Health Outcomes, American Medical Association, Chicago, IL, USA.
Andrew OwenFeinberg School of Medicine, Northwestern University, Chicago, IL, USA.
Maria VargasFeinberg School of Medicine, Northwestern University, Chicago, IL, USA.
Matthew O'BrienFeinberg School of Medicine, Northwestern University, Chicago, IL, USA.

Funding

NIDDK NIH HHS P30DK094929
6 · The paper itself

Abstract

backgroundClinical trials of adults with prediabetes demonstrate that metformin can prevent or delay the risk of developing type 2 diabetes by approximately 30%. The association between socioeconomic disadvantage and elevated diabetes risk underscores the importance of using metformin in this high-risk group.

objectiveTo examine the prevalence of metformin prescriptions among patients with prediabetes served by federally qualified health centers (FQHCs), the largest national system of primary care clinics in socioeconomically disadvantaged communities.

designRetrospective cohort study using 2008-2019 electronic health record data from a national FQHC network.

participantsPatients with prediabetes were identified by the presence of: ≥ 1 diagnosis code; or ≥ 2 glycemic test results in the prediabetes range. We excluded patients with prior metformin prescription orders and those with prior evidence of diabetes by diagnosis code or two glycemic test results in the diabetes range. MAIN MEASURES: We examined metformin prescription orders, overall, and by patient characteristics including age and body mass index (BMI). KEY

resultsA total of 59,232 FQHC patients were found to have prediabetes, of whom 48.4% reported Hispanic ethnicity, 27.2% reported Black race, 22.5% had Medicaid insurance, and 33.1% were uninsured. Within one and five years of prediabetes diagnosis, metformin was prescribed for 3.0% and 6.1% of patients, respectively. In multivariate analyses, increasing BMI was the strongest predictor of metformin prescription orders. Disparities in metformin prescription rates were observed among FQHCs patients from racial minority groups relative to White patients.

conclusionsMetformin prescriptions for prediabetes are rare among FQHC patients. Prescribing rates were higher among patients with elevated BMI, and lower among patients from racial minority groups. Further research is needed to understand reasons for low metformin use in this population and promote clinical guidelines for diabetes prevention in FQHCs.

Indexed as

Drug PrescriptionsHypoglycemic AgentsMetforminPrediabetic StateAdultAgedCohort StudiesDiabetes Mellitus, Type 2FemaleHumansMaleMiddle AgedRetrospective StudiesSafety-net ProvidersUnited StatesHypoglycemic AgentsMetformindiabetesfederally qualified health centersmetforminprediabetes

Identifiers

PMID40274755
PMCPMC12855626

What Socratic holds

Texttitle and abstract
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.