Evidence map›Paper›PMID 41179332›Full record

ArticleClinical medicine insights. Endocrinology and diabetes2025

Evaluation of a Continuous Glucose Monitoring Based Regimen in a Resource-Limited Setting: A Pilot Study.

Qudsia S Banu, Claudette Donatien, Shannon Ramdeen, Rose Calixte, Rebecca Khaimova, Aliaksandr Budovich, Nanette Thomas

Abstract read
In one paragraph

Article in Clinical medicine insights. Endocrinology and diabetes, 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

7 authors.

Qudsia S BanuOne Brooklyn Health - Brookdale; Brooklyn, NY, USA.ORCID https://orcid.org/0009-0009-1190-1764
Claudette DonatienOne Brooklyn Health - Brookdale; Brooklyn, NY, USA.ORCID https://orcid.org/0009-0003-5779-2088
Shannon RamdeenOne Brooklyn Health - Brookdale; Brooklyn, NY, USA.ORCID https://orcid.org/0009-0002-3105-1153
Rose CalixteEpidemiology and Biostatistics, SUNY Downstate Health Sciences University, Brooklyn, NY, USA.ORCID https://orcid.org/0000-0002-2020-5906
Rebecca KhaimovaOne Brooklyn Health - Brookdale; Brooklyn, NY, USA.ORCID https://orcid.org/0000-0001-5028-0635
Aliaksandr BudovichOne Brooklyn Health - Brookdale; Brooklyn, NY, USA.ORCID https://orcid.org/0009-0000-0718-0292
Nanette ThomasOne Brooklyn Health - Brookdale; Brooklyn, NY, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The 2025 American Diabetes Association guidelines emphasize the benefits of continuous glucose monitoring (CGM) for patients with diabetes receiving insulin therapy. CGM measures interstitial fluid glucose levels, offering an alternative to capillary (finger-stick) devices. This study aimed to evaluate the real-world impact of CGM devices on patients with uncontrolled type 2 diabetes (T2D) compared to traditional blood glucose monitoring (BGM) in a resource-limited population. Methods: This is a retrospective study of patients 18 years or older, with T2D, with a glycated hemoglobin (HbA1c) > 9% at enrollment during the study period of December 1, 2021, to February 12, 2023, at an inner-city hospital. Patients with T2D using CGM devices were compared to a historical cohort of patients from the same population using BGM devices in the same period. The primary outcome was the HbA1c at 3 months. In total, 64 patients were included in the analysis after screening: 27 in the CGM group and 37 in the non-CGM group. Results: For the primary end point of HbA1c at 3-months, the study found no significant difference between groups. After adjustment for baseline differences (age, HbA1c, creatinine, point-of-care glucose, and number of patients on injectables), average treatment effect (ATE) was -0.48% (SE = 0.27) in favor of the non-CGM group ( Conclusion: Our study did not find that CGM titrated regimens resulted in a statistically significant difference in HbA1c change at 3 months compared to non-CGM based treatment. This may indicate that while diabetes technology can help achieve glucose goals in more controlled settings, optimal results in the real world is influenced by many factors, such as insurance coverage, patient adoption, and provider training. More research can be done on identifying factors that yield optimal results in CGM utilization in outpatient settings.

Indexed as

BGMCGMcontinuous glucose monitoringHbA1cT2Dtraditional blood glucose monitoringType 2 diabetes

Identifiers

PMID41179332
PMCPMC12579156

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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.