Evidence map›Paper›PMID 40553031›Full record

ArticleEndocrine practice : official journal of the American College of Endocrinology and the American Association of Clinical Endocrinologists2025

Expanding Access to Continuous Glucose Monitoring in Medicare Patients Receiving Specialty Diabetes Care: A Quality Improvement Project.

Kristen L Flint, Tiffany Ting, Kyianna Rivera, Prakriti Tamang, Caitlin A Colling, Josephine H Li, Melissa S Putman

Abstract read
In one paragraph

Article in Endocrine practice : official journal of the American College of Endocrinology and the American Association of Clinical Endocrinologists, 2025. 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. 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

7 authors.

Kristen L FlintMGH Diabetes Unit, Massachusetts General Hospital, Boston, Massachusetts. Electronic address: kflint2@mgb.org.
Tiffany TingMGH Diabetes Unit, Massachusetts General Hospital, Boston, Massachusetts.
Kyianna RiveraMGH Diabetes Unit, Massachusetts General Hospital, Boston, Massachusetts.
Prakriti TamangMGH Diabetes Unit, Massachusetts General Hospital, Boston, Massachusetts.
Caitlin A CollingMGH Diabetes Unit, Massachusetts General Hospital, Boston, Massachusetts.
Josephine H LiMGH Diabetes Unit, Massachusetts General Hospital, Boston, Massachusetts.
Melissa S PutmanMGH Diabetes Unit, Massachusetts General Hospital, Boston, Massachusetts.

Funding

TRAINING PROGRAM IN ENDOCRINOLOGY AND DIABETEST32DK007028 · NIDDK · MASSACHUSETTS GENERAL HOSPITAL · PI Karen K Miller · 1986 to 2026
$18.5M
Elucidating the pharmacogenetics of the response to GLP-1 receptor agonists for type 2 diabetesK23DK131345 · NIDDK · MASSACHUSETTS GENERAL HOSPITAL · PI Josephine H Li · 2022 to 2026
$953k
NIDDK NIH HHS K23 DK131345NIDDK NIH HHS T32 DK007028
6 · The paper itself

Abstract

objectiveDespite recent revisions of Medicare coverage guidelines for continuous glucose monitoring (CGM) in 2023, the policy change has been slow to disseminate to providers and patients. This quality improvement project aimed to increase CGM prescriptions and utilization amongst qualifying Medicare patients with diabetes on insulin.

methodsAn interprofessional study team used process mapping to define the baseline state of CGM ordering and opportunities for improvement at a single diabetes specialty clinic. Several interventions were trialed through Plan-Do-Study-Act (PDSA) cycles, including general and targeted provider education, provider-facing technology support documents, a formulary guide, and patient-facing education about the new coverage requirements. The primary outcome was percentage of eligible patients using CGM. Process measures included the number of CGM orders started monthly. Demographic and socioeconomic factors in patients using and not using CGM were measured to assess for differences in prescribing practices.

resultsOver 8 months of intervention, the percentage of eligible Medicare patients using CGM increased from 49.6% to 62.6%. The median number of CGM orders started monthly increased from 34 to 60. Both pre- and postintervention, compared to patients not using CGM, patients using CGM were younger, had lower A1c, and were more often enrolled in the electronic health record patient portal. There were no differences in other demographic factors between the groups.

conclusionQuality improvement interventions targeting providers and patients can help translate policy changes into clinical practice. Creating interventions with all patients in mind can prevent new differences in care as innovations are adopted.

Indexed as

Blood Glucose Self-MonitoringDiabetes MellitusHealth Services AccessibilityMedicareQuality ImprovementAgedAged, 80 and overBlood GlucoseContinuous Glucose MonitoringFemaleHumansHypoglycemic AgentsInsulinMaleUnited StatesBlood GlucoseHypoglycemic AgentsInsulinaccesscontinuous glucose monitoringquality improvement

Identifiers

PMID40553031
PMCPMC12303738

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.