Evidence map›Paper›PMID 41856330›Full record

ArticleDiabetes research and clinical practice2026

Barriers to use of continuous glucose monitoring among adults with type 2 diabetes.

Andrea Santos Argueta, Jason M Ng, Margaret F Zupa

Abstract read
In one paragraph

Article in Diabetes research and clinical practice, 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

3 authors.

Andrea Santos ArguetaUniversity of Pittsburgh Medical Center, Division of Endocrinology & Metabolism, United States. Electronic address: santosarguetaa@upmc.edu.
Jason M NgUniversity of Pittsburgh Medical Center, Division of Endocrinology & Metabolism, United States. Electronic address: ngj@upmc.edu.
Margaret F ZupaUniversity of Pittsburgh Medical Center, Division of Endocrinology & Metabolism, United States. Electronic address: zupamf@pitt.edu.

Funding

Increasing Reach of Effective Virtual Specialty Care for Adults with Diabetes Through Tailored ModalitiesK23DK135794 · NIDDK · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI Margaret Zupa · 2024 to 2026
$561k
NIDDK NIH HHS K23 DK135794
6 · The paper itself

Abstract

This retrospective study assessed barriers to CGM use among 100 adults with type 2 diabetes receiving endocrinology care. Patient preference was the most common reason for non-use (n = 47). Nearly half of patients had no CGM discussion documented (n = 42), and financial (n = 9) and phone compatibility (n = 2) barriers were less common.

Indexed as

Blood GlucoseBlood Glucose Self-MonitoringContinuous Glucose MonitoringDiabetes Mellitus, Type 2AdultAgedFemaleGlycated HemoglobinGlycemic ControlHumansMaleMiddle AgedPatient PreferenceRetrospective StudiesBlood GlucoseGlycated HemoglobinBarriersContinuous glucose monitoringGlycemic controlHemoglobin A1cType 2 diabetes

Identifiers

PMID41856330
PMCPMC13170481

What OpenQuestion holds

Textmetadata
LicenceTDM
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.