Evidence map›Paper›PMID 41438326›Full record

ArticleClinical diabetes : a publication of the American Diabetes Association2025

Scaling the Diabetes Prevention Program and Diabetes Self-Management Education and Support Services Across a Health System.

Nisa M Maruthur, Siawlin Chan, Eugene Arnold, Megan Brown, Caitlin Nass, Eva Tseng, Scott A Berkowitz, Nae-Yuh Wang, Hsin-Chieh Yeh, Dingfen Han and 4 more

Abstract read
PubMed Full text at PMC Publisher
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. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

14 authors.

Nisa M MaruthurDivision of General Internal Medicine, Johns Hopkins University School of Medicine, Baltimore, MD.
Siawlin ChanJohns Hopkins Medicine Office of Population Health, Baltimore, MD.
Eugene ArnoldDivision of Endocrinology, Diabetes & Metabolism, Johns Hopkins University School of Medicine, Baltimore, MD.
Megan BrownDivision of General Internal Medicine, Johns Hopkins University School of Medicine, Baltimore, MD.
Caitlin NassDivision of Endocrinology, Diabetes & Metabolism, Johns Hopkins University School of Medicine, Baltimore, MD.
Eva TsengDivision of General Internal Medicine, Johns Hopkins University School of Medicine, Baltimore, MD.ORCID https://orcid.org/0000-0003-4001-2869
Scott A BerkowitzJohns Hopkins Medicine Office of Population Health, Baltimore, MD.
Nae-Yuh WangDepartment of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD.
Hsin-Chieh YehDivision of General Internal Medicine, Johns Hopkins University School of Medicine, Baltimore, MD.ORCID https://orcid.org/0000-0002-5738-0652
Dingfen HanDivision of General Internal Medicine, Johns Hopkins University School of Medicine, Baltimore, MD.
Jason FuJohns Hopkins Medicine Office of Population Health, Baltimore, MD.
Mohammed S AbusamaanDivision of General Internal Medicine, Johns Hopkins University School of Medicine, Baltimore, MD.ORCID https://orcid.org/0000-0001-9307-1315
Benjamin LalaniDivision of Endocrinology, Diabetes & Metabolism, Johns Hopkins University School of Medicine, Baltimore, MD.ORCID https://orcid.org/0000-0002-7969-8629
Nestoras N MathioudakisWelch Center for Prevention, Epidemiology, & Clinical Research, Johns Hopkins University, Baltimore, MD.ORCID https://orcid.org/0000-0002-0210-655X

Funding

Effectiveness of Digital Versus In-Person Diabetes Prevention ProgramsR01DK125780 · NIDDK · JOHNS HOPKINS UNIVERSITY · PI NESTORAS N MATHIOUDAKIS · 2023 to 2023
$704k
The PRIORITY Study: from PRedIctiOn to pReventIon of youth-onset TYpe 2 diabetesU01DK134975 · JOHNS HOPKINS UNIVERSITY · 2025 to 2025
$682k
Implementation of a diabetes navIgator to Mitigate disPArities and improve CGM upTake and sustained use across the lifespan of T1D (IMPACT T1D)R01DK134955 · JOHNS HOPKINS UNIVERSITY · 2025 to 2025
$474k
Utilizing islet autoantibody signatures for precision medicine in type 2 diabetesR01DK126825 · NIDDK · JOHNS HOPKINS UNIVERSITY · PI Nisa M Maruthur · 2023 to 2023
$407k
NIDDK NIH HHS R01 DK125780NIDDK NIH HHS R01 DK126825NIDDK NIH HHS R01 DK134955NIDDK NIH HHS R03 DK135898NIDDK NIH HHS U01 DK134975
6 · The paper itself

Abstract

This article describes and evaluates a multipronged strategy to expand use of the Diabetes Prevention Program (DPP) and diabetes self-management education and support (DSMES) services across a large academic health system. Strategies included streamlining referral processes, embedding diabetes educators in primary care, leveraging consistent leadership messaging, and building partnerships with community organizations. These interventions led to substantial increases in referrals, with 10.8% of 4,397 patients enrolling in DPP and 35.9% of 10,210 enrolling in DSMES. Coordinated, multilevel interventions can effectively increase engagement in these underutilized, evidence-based diabetes care programs.

Identifiers

PMID41438326
PMCPMC12719329

What Socratic 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 Socratic graph.