Evidence map›Paper›PMID 36714251›Full record

ArticleClinical diabetes : a publication of the American Diabetes Association2022

Making Diabetes Electronic Medical Record Data Actionable: Promoting Benchmarking and Population Health Improvement Using the T1D Exchange Quality Improvement Portal.

Ann Mungmode, Nudrat Noor, Ruth S Weinstock, Roberto Izquierdo, Justin A Indyk, Daniel J DeSalvo, Sarah Corathers, Carla Demeterco-Berggen, Susan Hsieh, Laura M Jacobsen and 10 more

Abstract read
In one paragraph

Article in Clinical diabetes : a publication of the American Diabetes Association, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
22citing 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

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

  1. Pooled it
  2. Determinants, implementation strategies, and mechanisms of the 4T Program.Journal of clinical & translational endocrinology · 2026
    Article
  3. Article
  4. Review
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  7. Article
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  9. Review
  10. Article
  11. Observational
  12. Observational
  13. Observational
  14. Review
  15. Reproductive Health Counseling in the T1D Exchange Quality Improvement Collaborative.Diabetes spectrum : a publication of the American Diabetes Association · 2025
    Article
  16. Article
  17. LGBTQ+ Supportive and Inclusive Care Practices: Survey Data From the T1D Exchange Quality Improvement Collaborative.Diabetes spectrum : a publication of the American Diabetes Association · 2025
    Article
  18. Article
  19. Article
  20. 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

20 authors.

Ann MungmodeT1D Exchange, Boston, MA.ORCID https://orcid.org/0000-0002-9243-8960
Nudrat NoorT1D Exchange, Boston, MA.
Ruth S WeinstockSUNY Upstate Medical University, Syracuse, NY.
Roberto IzquierdoSUNY Upstate Medical University, Syracuse, NY.
Justin A IndykNationwide Children's Hospital, The Ohio State University College of Medicine, Columbus, OH.
Daniel J DeSalvoTexas Children's Hospital, Baylor College of Medicine, Houston, TX.
Sarah CorathersCincinnati Children's Hospital, University of Cincinnati College of Medicine, Cincinnati, OH.
Carla Demeterco-BerggenRady Children's Hospital, University of California, San Diego, San Diego, CA.
Susan HsiehCook Children's, Fort Worth, TX.
Laura M JacobsenUniversity of Florida, Gainesville, FL.
Allison MekhoubadCohen Children's Medical Center, Northwell Health, Queens, NY.
Halis Kaan AkturkBarbara Davis Center for Diabetes, University of Colorado, Anschutz Medical Campus, Aurora, CO.
Anton WirschT1D Exchange, Boston, MA.
Mary Lauren ScottUniversity of Alabama at Birmingham, Birmingham, AL.
Lily C ChaoChildren's Hospital Los Angeles, Los Angeles, CA.
Brian MiyazakiChildren's Hospital Los Angeles, Los Angeles, CA.
Faisal S MalikDepartment of Pediatrics, University of Washington School of Medicine, Seattle, WA.
Osagie EbekozienT1D Exchange, Boston, MA.
Mark ClementsChildren's Mercy - Kansas City, University of Missouri, Kansas City, MO.
G Todd AlonsoBarbara Davis Center for Diabetes, University of Colorado, Anschutz Medical Campus, Aurora, CO.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This article describes how the T1D Exchange Quality Improvement Collaborative leverages an innovative web platform, the QI Portal, to gather and store electronic medical record (EMR) data to promote benchmarking and population health improvement in a type 1 diabetes learning health system. The authors explain the value of the QI Portal, the process for mapping center-level data from EMRs using standardized data specifications, and the QI Portal's unique features for advancing population health.

Identifiers

PMID36714251
PMCPMC9845086

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.