Evidence map›Paper›PMID 39829700›Full record

ArticleClinical diabetes : a publication of the American Diabetes Association2025

Diabetes Centers' Participation in the T1D Exchange Quality Improvement Collaborative Advances Health Equity and Clinical Outcomes.

Siham Accacha, Ann Mungmode, Lori Benzoni, Nicole Rioles, Grazia Aleppo, Devin Steenkamp, Carol J Levy, Zoltan Antal, Jenise C Wong, Grace Nelson and 2 more

Abstract read
In one paragraph

Article in Clinical diabetes : a publication of the American Diabetes Association, 2025. 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. Determinants, implementation strategies, and mechanisms of the 4T Program.Journal of clinical & translational endocrinology · 2026
    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

12 authors.

Siham AccachaNYU Langone Hospital, Long Island, NY.ORCID https://orcid.org/0009-0001-3273-1065
Ann MungmodeT1D Exchange, Boston, MA.
Lori BenzoniNYU Langone Hospital, Long Island, NY.
Nicole RiolesT1D Exchange, Boston, MA.
Grazia AleppoNorthwestern Medicine, Chicago, IL.
Devin SteenkampBoston Medical Center, Boston, MA.
Carol J LevyMt. Sinai Hospital, New York, NY.
Zoltan AntalWeill Cornell Medicine, New York, NY.
Jenise C WongUniversity of California San Francisco, San Francisco, CA.
Grace NelsonLe Bonheur Children's Hospital, Memphis, TN.
G Todd AlonsoBarbara Davis Center, University of Colorado, Aurora, CO.
Osagie EbekozienT1D Exchange, Boston, MA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

As the learning health network known as the T1D Exchange Quality Improvement Collaborative (T1DX-QI) has expanded on a significant scale to provide care for more than 120,000 people since its inception in 2016, assessing the quality improvement (QI) culture and monitoring clinical outcome improvements of participating centers has become vital to understanding the network's progress and success. Centers participating in the T1DX-QI complete regular QI culture self-assessments to quantify four evidence-based areas of culture: QI team structure, QI foundation, QI capacity, and QI success. This study builds on a previous baseline analysis to demonstrate self-reported improvements in T1DX-QI centers' QI culture from 2021 to 2022 and summarizes QI successes experienced by participating centers.

Identifiers

PMID39829700
PMCPMC11739363

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.