Evidence map›Paper›PMID 42133904›Full record

Trial reportJournal of medical Internet research2026

A Digital Diabetes Self-Management Education and Support Program Integrated With Continuous Glucose Monitoring for Type 2 Diabetes: Randomized Controlled Trial.

Ashley Berthoumieux, Jeanean B Naqvi, Sean Zion, Jenna Napoleone, Amanda McGuill, Christian J Cerrada, Hyun Jung Lee, Timothy C Dunn, David Kerr, Carolyn Bradner Jasik and 1 more

Abstract readRandomized Controlled Trial
In one paragraph

Trial report in Journal of medical Internet research, 2026. 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. Review
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

11 authors.

Ashley Berthoumieux *Omada Health, 500 Sansome St, #200, San Francisco, CA, 94111, United States, 1 4128746505.ORCID 0000-0001-5269-2924
Jeanean B Naqvi *Omada Health, 500 Sansome St, #200, San Francisco, CA, 94111, United States, 1 4128746505.ORCID 0000-0002-7014-2990
Sean ZionOmada Health, 500 Sansome St, #200, San Francisco, CA, 94111, United States, 1 4128746505.ORCID 0000-0002-0802-2066
Jenna NapoleoneOmada Health, 500 Sansome St, #200, San Francisco, CA, 94111, United States, 1 4128746505.ORCID 0000-0002-0271-5937
Amanda McGuillOmada Health, 500 Sansome St, #200, San Francisco, CA, 94111, United States, 1 4128746505.ORCID 0000-0001-6257-3793
Christian J CerradaEvidation Health, Inc., San Mateo, CA, United States.ORCID 0000-0002-2160-3148
Hyun Jung LeeAbbott Diabetes Care, Inc., Alameda, CA, United States.ORCID 0000-0001-8105-821X
Timothy C DunnAbbott Diabetes Care, Inc., Alameda, CA, United States.ORCID 0000-0003-3487-2504
David KerrSutter Health Center for Health Systems Research, Santa Barbara, CA, United States.ORCID 0000-0003-1335-1857
Carolyn Bradner JasikOmada Health, 500 Sansome St, #200, San Francisco, CA, 94111, United States, 1 4128746505.ORCID 0000-0003-3819-670X
Sarah LinkeOmada Health, 500 Sansome St, #200, San Francisco, CA, 94111, United States, 1 4128746505.ORCID 0000-0002-7129-3416

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Previous research has demonstrated that the use of continuous glucose monitoring (CGM) can improve glycemic control in people with type 2 diabetes when used regularly alongside a digital diabetes self-management education and support (DSMES) program. However, to date, there is limited evidence showing the benefits of a digitally delivered DSMES program combined with real-time CGM for adults with type 2 diabetes. Objective: The objective of this study is to evaluate the impact of a DSMES program coupled with CGM on hemoglobin A1c (HbA1c) and CGM-derived glycemic measures compared to usual care for adults with type 2 diabetes over 6 months. Methods: Participants with type 2 diabetes and HbA1c of 8% or higher (64 mmol/mol) who were not using mealtime bolus insulin (aged 26-83 y; mean HbA1c 9.6%, SD 1.4% [mean 81.2 mmol/mol, SD 15.8 mmol/mol]) were randomly assigned to a digital DSMES+CGM integrated solution (n=51) or usual care (n=49) for 6 months. The primary outcome was HbA1c. The secondary outcomes were CGM-derived glycemic measures, including glucose management indicator, percent time in range 70 to 180 mg/dL, percent time above range (>180 mg/dL), percent time below range (<70 mg/dL), and mean glucose. Linear mixed effects models were used for intention-to-treat analyses. Results: HbA1c was lower among the intervention group versus the usual care group at 3 months (difference=-0.7%, 95% CI -1.4% to -0.1% or difference=-8.1 mmol/mol, 95% CI -15.5 to -0.7 mmol/mol; P=.03) and at 6 months (difference=-0.6%, 95% CI -1.4% to 0.2% or difference=-6.9 mmol/mol, 95% CI -15.7 to 1.9 mmol/mol; P=.12) but only reached statistical significance at 3 months. CGM-derived glycemic measures, including glucose management indicator (difference=-0.9%, 95% CI -1.7% to -0.1%; P=.03), time in range (difference=14.6%, 95% CI 1.0% to 28.2%; P=.04), time above range (difference=-14.9%, 95% CI -29.0% to -0.9%; P=.04), and mean glucose (difference=-36.4 mg/dL, 95% CI -70.0 to -2.9 mg/dL; P=.03), also significantly improved for the intervention group versus the usual care group at 6 months. Conclusions: The combination of digital DSMES+CGM is effective for supporting adults with type 2 diabetes in managing their condition and has the potential to reduce the risk of long-term health complications.

Indexed as

Blood Glucose Self-MonitoringDiabetes Mellitus, Type 2Patient Education as TopicSelf-ManagementAdultAgedAged, 80 and overContinuous Glucose MonitoringDigital HealthFemaleGlycated HemoglobinHumansMaleMiddle AgedGlycated Hemoglobinchronic disease managementcontinuous glucose monitoringdiabetes educationdiabetes self-management education and supportdigital healthtime in range

Identifiers

PMID42133904
PMCPMC13175446

What Socratic holds

Textmetadata
LicenceCC BY
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.