Evidence map›Paper›PMID 36589850›Full record

ArticleFrontiers in endocrinology2022

Tele-education model for primary care providers to advance diabetes equity: Findings from Project ECHO Diabetes.

Ananta Addala, Stephanie L Filipp, Lauren E Figg, Claudia Anez-Zabala, Rayhan A Lal, Matthew J Gurka, Michael J Haller, David M Maahs, Ashby F Walker, Project ECHO Diabetes Research Team

Open access · goldAbstract read
In one paragraph

Article in Frontiers in endocrinology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
2.5field-weighted citation impact, top 9% 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

9 citing papers in PubMed, 18 citations in OpenAlex.

  1. Trial
  2. Review
  3. Article
  4. Achieving Digital Health Equity in Diabetes Care.Endocrine practice : official journal of the American College of Endocrinology and the American Association of Clinical Endocrinologists · 2024
    Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Roadmap to the Effective Use of Continuous Glucose Monitoring in Primary Care.Diabetes spectrum : a publication of the American Diabetes Association · 2023
    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

10 authors at 2 institutions in 1 country.

Ananta AddalaDepartment of Pediatrics, Division of Pediatric Endocrinology, Stanford University, Stanford, CA, United States.
Stephanie L FilippDepartment of Pediatrics, University of Florida, Gainesville, FL, United States.
Lauren E FiggDepartment of Pediatrics, Division of Pediatric Endocrinology, Stanford University, Stanford, CA, United States.
Claudia Anez-ZabalaDepartment of Pediatrics, University of Florida, Gainesville, FL, United States.
Rayhan A LalDepartment of Pediatrics, Division of Pediatric Endocrinology, Stanford University, Stanford, CA, United States.
Matthew J GurkaDepartment of Pediatrics, University of Florida, Gainesville, FL, United States.
Michael J HallerDepartment of Pediatrics, University of Florida, Gainesville, FL, United States.
David M MaahsDepartment of Pediatrics, Division of Pediatric Endocrinology, Stanford University, Stanford, CA, United States.
Ashby F WalkerDepartment of Health Services Research, Management and Policy, University of Florida, Gainesville, FL, United States.
Project ECHO Diabetes Research Team
University of Florida · USStanford University · US

Funding

Stanford Islet Research CoreP30DK116074 · NIDDK · STANFORD UNIVERSITY · PI Holden T. Maecker · 2017 to 2026
$19.5M
Reducing Disparities in Pediatric Diabetes: Building the Evidence Base to Inform Effective Diabetes Technology Interventions in Underrepresented MinoritiesK23DK131342 · NIDDK · STANFORD UNIVERSITY · PI ADDALA, ANANTA · 2022 to 2025
$970k
The Optimal Pathway to Implanted Autonomous Insulin DeliveryK23DK122017 · NIDDK · STANFORD UNIVERSITY · PI LAL, RAYHAN · 2020 to 2024
$958k
NIDDK NIH HHS K23 DK122017NIDDK NIH HHS K23 DK131342NIDDK NIH HHS L30 DK137378
6 · The paper itself

Abstract

Introduction: In the US, many individuals with diabetes do not have consistent access to endocrinologists and therefore rely on primary care providers (PCPs) for their diabetes management. Project ECHO (Extension for Community Healthcare Outcomes) Diabetes, a tele-education model, was developed to empower PCPs to independently manage diabetes, including education on diabetes technology initiation and use, to bridge disparities in diabetes. Methods: PCPs (n=116) who participated in Project ECHO Diabetes and completed pre- and post-intervention surveys were included in this analysis. The survey was administered in California and Florida to participating PCPs Results: PCPs reported improvement in all domains of diabetes education and management. From baseline, PCPs reported improvement in their confidence to serve as the T1D provider for their community (pre vs post: 43.8% vs 68.8%, p=0.005), manage insulin therapy (pre vs post: 62.8% vs 84.3%, p=0.002), and identify symptoms of diabetes distress (pre vs post: 62.8% vs 84.3%, p=0.002) post-intervention. Compared to pre-intervention, providers reported significant improvement in their confidence in all aspects of diabetes technology including prescribing technology (41.2% vs 68.6%, p=0.001), managing insulin pumps (41.2% vs 68.6%, p=0.001) and hybrid closed loop (10.2% vs 26.5%, p=0.033), and interpreting sensor data (41.2% vs 68.6%, p=0.001) post-intervention. Discussion: PCPs who participated in Project ECHO Diabetes reported increased confidence in diabetes management, with notable improvement in their ability to prescribe, manage, and troubleshoot diabetes technology. These data support the use of tele-education of PCPs to increase confidence in diabetes technology management as a feasible strategy to advance equity in diabetes management and outcomes.

Indexed as

Diabetes Mellitus, Type 1InsulinsAdultChildCommunity Health ServicesHumansPrimary Health CareSurveys and QuestionnairesInsulinsdisparitiesequityhealthprimary care provider educationtele-educationtype 1 diabetes

Identifiers

PMID36589850
PMCPMC9800890
OpenAlexW4313454469

What OpenQuestion 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 OpenQuestion graph.