Evidence map›Paper›PMID 38000667›Full record

ArticleDiabetes research and clinical practice2023

Glucagon fill rates and cost among children and adolescents with type 1 diabetes in the United States, 2011-2021.

Tyler J Benning, Herbert C Heien, Joseph R Herges, Ana L Creo, Alaa Al Nofal, Rozalina G McCoy

Open access · greenAbstract read
In one paragraph

Article in Diabetes research and clinical practice, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
2.0field-weighted citation impact, top 12% of its field
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

8 citing papers in PubMed, 10 citations in OpenAlex.

  1. Review
  2. Review
  3. Review
  4. Article
  5. Review
  6. Review
  7. Review
  8. 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 at 4 institutions in 1 country.

Tyler J BenningDepartment of Pediatric and Adolescent Medicine, Mayo Clinic, 200 1(st) St. SW, Rochester, MN 55905, United States.
Herbert C HeienRobert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, 200 1(st) St. SW, Rochester, MN 55905, United States.
Joseph R HergesPharmacy Services, Mayo Clinic, 200 1(st) St. SW, Rochester, MN 55905, United States.
Ana L CreoDivision of Pediatric Endocrinology, Mayo Clinic, 200 1(st) St. SW, Rochester, MN 55905, United States.
Alaa Al NofalDivision of Pediatric Endocrinology, Mayo Clinic, 200 1(st) St. SW, Rochester, MN 55905, United States.
Rozalina G McCoyRobert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, 200 1(st) St. SW, Rochester, MN 55905, United States; Division of Endocrinology, Diabetes, and Nutrition, Department of Medicine, University of Maryland School of Medicine, 670 West Baltimore Street, Baltimore, MD 21201, United States; University of Maryland Institute for Health Computing, 6116 Executive Blvd, Bethesda, MD 20852, United States; OptumLabs, 11000 Optum Circle, Eden Prairie, MN 55344, United States. Electronic address: Rozalina.McCoy@som.umaryland.edu.
Mayo Clinic · USUniversity of Maryland, Baltimore · USMayo Clinic in Arizona · USMayo Clinic in Florida · US

Funding

Predicting the Risk of Severe Hypoglycemic and Hyperglycemic Events in Adults with DiabetesK23DK114497 · NIDDK · MAYO CLINIC ROCHESTER · PI MCCOY, ROZALINA GRUBINA · 2017 to 2021
$846k
NIDDK NIH HHS K23 DK114497
6 · The paper itself

Abstract

aimsTo characterize glucagon fill rates and costs among youth with type 1 diabetes mellitus (T1DM).

methodsClaims-based analysis of commercially-insured youth with T1DM included in OptumLabs® Data Warehouse between 2011 and 2021. Glucagon fill rates and costs were calculated overall and by formulation (injectable, intranasal, autoinjector, and pre-filled syringe). Sociodemographic and clinical factors associated with glucagon fills were examined using Cox regression.

resultsWe identified 13,267 children with T1DM (76.4% non-Hispanic White). Over mean follow-up of 2.81 years (SD 2.62), 70.0% filled glucagon, with stable fill rates from 2011 to 2021. Intranasal glucagon had rapid uptake following initial approval, and it accounted for almost half (46.6%) of all glucagon fills by 2021. Family income was positively associated with glucagon fills in a stepwise fashion (HR 1.39 [95% CI 1.27-1.52] for annual household income ≥$200,000 vs. <$40,000), while Black race was negatively associated with fills (HR 0.83 [95% CI 0.76-0.91]) compared to White race). Annual mean out-of-pocket costs ranged from $21-$68 (IQR $29-$44).

conclusionRoughly 30% of commercially-insured youth with T1DM may lack access to unexpired glucagon, with significant disparities among Black and low-income patients. Health systems, clinicians, schools, and caregivers should work together to ensure children have reliable access to this critical medication.

Indexed as

Diabetes Mellitus, Type 1AdolescentChildGlucagonHumansUnited StatesGlucagonAdministrative claims databaseGlucagonHealth services researchHypoglycemiaPediatricsType 1 diabetes mellitus

Identifiers

PMID38000667
PMCPMC10872944
OpenAlexW4388923945

What OpenQuestion holds

Textmetadata
LicenceTDM
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.