Evidence map›Paper›PMID 42252767›Full record

ArticleJournal of diabetes research2026

Long-Term Glycemic Control and Pharmacotherapy in Type 2 Diabetes Mellitus: A Descriptive Analysis of 10-Year Trends in a Statewide Sample.

Helen N Chen, Michael Weiner, Julian Wolfson, Tamara Hannon, Patrick Balius, Titus Schleyer

Abstract read
In one paragraph

Article in Journal of diabetes research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

6 authors.

Helen N ChenDivision of Nursing Science, School of Nursing, Rutgers University, New Brunswick, New Jersey, USA, rutgers.edu.ORCID https://orcid.org/0000-0003-4371-1147
Michael WeinerCenter for the Study of Healthcare Innovation, Implementation and Policy, VA Greater Los Angeles Healthcare System, U.S. Department of Veterans Affairs, Los Angeles, California, USA, va.gov.ORCID https://orcid.org/0000-0002-0877-4583
Julian WolfsonDivision of Biostatistics & Health Data Science, School of Public Health, University of Minnesota, Minneapolis, Minnesota, USA, umn.edu.ORCID https://orcid.org/0000-0002-2032-0875
Tamara HannonDepartment of Pediatrics, School of Medicine, Indiana University, Indianapolis, Indiana, USA, indiana.edu.ORCID https://orcid.org/0000-0002-8792-4278
Patrick BaliusDivision of Environmental Health Sciences, School of Public Health, University of Minnesota, Minneapolis, Minnesota, USA, umn.edu.ORCID https://orcid.org/0000-0003-2612-993X
Titus SchleyerCenter for Biomedical Informatics, Regenstrief Institute, Inc., Indianapolis, Indiana, USA, regenstrief.org.ORCID https://orcid.org/0000-0003-1829-971X

Funding

The Indiana Training Program in Public & Population Health InformaticsT15LM012502 · NLM · INDIANA UNIVERSITY INDIANAPOLIS · PI Brian E. Dixon, William F Fadel · 2017 to 2026
$4.7M
Advancing Translational Sciences Clinical and Translational Sciences UL1TR002529NLM NIH HHS T15 LM012502U.S. National Library of Medicine T15LM012502
6 · The paper itself

Abstract

backgroundLittle is known about prescribing and glycemic control trends for Type 2 diabetes (T2D) drug classes across populations.

objectiveThe aim of this study is to assess long-term glycemic control in a statewide sample prescribed with T2D drugs.

designDescriptive analysis of retrospective 10-year cohort data from the Indiana Health Information Exchange in the United States.

participantsAdults with T2D were prescribed at least one diabetes drug. MAIN MEASURES: Glycemic success is the number of A1c < 7% for age < 65 or <8% for age ≥65/(number of A1c tests) in any given year. Prescription rate is the number of subjects with a drug ordered in a year, divided by the population size in that year. >

resultsGlycemic success was 60%, with year-to-year changes of 0%-1%. The prevalence of glycemic success was greater for females (mean of 62%-64%) than males (57%-59%); participants aged 65 or above (75%-89%) versus younger patients (43%-62%); and White (61%-63%) versus Black (51%-54%) patients. Biguanides (56%-63%) were most frequently prescribed, followed by sulfonylureas (29%-33%) and fast-acting and long-acting insulins (30%-32%). Black participants had more insulin prescriptions (47%-50%, vs. non-Black, 9%-49%%). Newer drugs were more frequently prescribed for White than non-White patients: 10%-17% versus 1.3%-17% for dipeptidyl peptidase 4 inhibitors; < 1%-9% versus 0.2%-8% for sodium/glucose cotransporter 2 inhibitors; and 5.3%-12% versus 1%-12% for glucagon-like peptide receptor agonists. A greater number of diabetes drug classes ever prescribed was associated with lower glycemic success (1 class with 76%, vs. 2-3 classes with 55%, vs. 4-9 classes with 37%).

conclusionsGlycemic control did not substantively improve over a 10-year period, despite the availability of new medications. Racial minorities received fewer prescriptions for newer drugs. Future research should examine factors contributing to prescription pattern differences and barriers to glycemic control.

Indexed as

Blood GlucoseDiabetes Mellitus, Type 2Glycemic ControlHypoglycemic AgentsAdultAgedBiguanidesDipeptidyl-Peptidase IV InhibitorsFemaleGlycated HemoglobinHumansIndianaInsulin SecretagoguesMaleMiddle AgedPractice Patterns, Physicians'BiguanidesBlood GlucoseDipeptidyl-Peptidase IV InhibitorsGlycated HemoglobinHypoglycemic AgentsInsulin SecretagoguesSulfonylurea Compoundsglycemic controllongitudinalpopulation healthType 2 diabetes

Identifiers

PMID42252767
PMCPMC13243875

What Socratic holds

Textmetadata
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.