Evidence map›Paper›PMID 39015169›Full record

ArticleClinical diabetes : a publication of the American Diabetes Association2024

Patterns and Trends in Continuous Glucose Monitoring Utilization Among Commercially Insured Individuals With Type 1 Diabetes: 2010-2013 to 2016-2019.

Mary E Lacy, Katherine E Lee, Omer Atac, Kory Heier, John Fowlkes, Anna Kucharska-Newton, Daniela C Moga

Abstract read
In one paragraph

Article in Clinical diabetes : a publication of the American Diabetes Association, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed, 1 pooled it
–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

11 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Guideline
  2. Article
  3. Article
  4. Article
  5. Article
  6. Review
  7. Article
  8. Narrative Review: Continuous Glucose Monitoring (CGM) in Older Adults with Diabetes.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2025
    Review
  9. Managing discordance between HbADiabetic medicine : a journal of the British Diabetic Association · 2025
    Review
  10. Article
  11. 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

7 authors.

Mary E LacyCollege of Public Health, University of Kentucky, Lexington, KY.ORCID https://orcid.org/0000-0002-8814-8725
Katherine E LeeCollege of Pharmacy, University of Kentucky, Lexington, KY.
Omer AtacCollege of Public Health, University of Kentucky, Lexington, KY.
Kory HeierCollege of Public Health, University of Kentucky, Lexington, KY.
John FowlkesCollege of Medicine, University of Kentucky, Lexington, KY.
Anna Kucharska-NewtonCollege of Public Health, University of Kentucky, Lexington, KY.
Daniela C MogaCollege of Pharmacy, University of Kentucky, Lexington, KY.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Prior studies suggest that only ∼30% of patients with type 1 diabetes use continuous glucose monitoring (CGM), but most studies to date focused on children and young adults seen by endocrinologists or in academic centers. This study examined national trends in CGM utilization among commercially insured children and adults with type 1 diabetes. Overall, CGM utilization was 20.12% in 2010-2013 and 49.78% in 2016-2019, reflecting a 2.5-fold increase in utilization within a period of <10 years. Identifying populations with low CGM use is a necessary first step in developing targeted interventions to increase CGM uptake.

Identifiers

PMID39015169
PMCPMC11247039

What OpenQuestion holds

Textmetadata
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 OpenQuestion graph.