Evidence map›Paper›PMID 42108772›Full record

Observational studyEndocrinology, diabetes & metabolism2026

How CGM Use in Adults With Type 2 Diabetes Leads to Glycemic Benefits: The Role of Medication and Behaviour Change.

William H Polonsky, Taylor L Clark, Emily C Soriano, Andrew Edgington, Cameron M Bennett, Amy E Fox, Thomas Grace

Abstract readObservational Study
In one paragraph

Observational study in Endocrinology, diabetes & metabolism, 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. Observational
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.

William H PolonskyBehavioral Diabetes Institute, San Diego, California, USA.
Taylor L ClarkBehavioral Diabetes Institute, San Diego, California, USA.
Emily C SorianoScripps Whittier Diabetes Institute, Scripps Health, La Jolla, California, USA.
Andrew EdgingtonHancock Public Health, Findlay, Ohio, USA.
Cameron M BennettBlanchard Valley Health System, Findlay, Ohio, USA.
Amy E FoxBlanchard Valley Health System, Findlay, Ohio, USA.
Thomas GraceDexcom, San Diego, California, USA.

Funding

Dexcom
6 · The paper itself

Abstract

introductionAlthough continuous glucose monitoring (CGM) in adults with type 2 diabetes (T2D) has known glycemic benefits, the underlying behavioural and psychosocial processes driving these outcomes remain poorly understood. We examined how CGM influences patient-reported outcomes and whether changes in those outcomes predict glycemic improvement. RESEARCH DESIGN AND

methodsThis 6-month prospective observational study included 115 adults with T2D and elevated HbA1c who did not use fast-acting insulin and initiated CGM through a real-world program. At baseline, 3- and 6-months, HbA1c, medication use/changes and key psychosocial and self-care behaviours were assessed. Longitudinal structural equation models assessed changes over time and predictors of HbA1c reduction. Post hoc moderation analyses explored whether the effect of self-care behaviour improvements on HbA1c outcomes depended upon new medication starts at baseline.

resultsHbA1c declined significantly from 9.4% (79 mmol/mol) at baseline to 7.3% (56 mmol/mol) at both 3 and 6 months (ps < 0.001). Participants reported increased diabetes engagement, reduced distress, increased physical activity, fewer missed medications and less overeating (ps < 0.001). In multivariate models, greater HbA1c reduction was independently predicted by: (1) starting a new diabetes medication in the few months before baseline (b = -1.06, p < 0.001); (2) increases in physical activity (b = -0.13, p = 0.040); and (3) improvements in medication-taking (b = 2.33, p < 0.001). Post hoc moderation analysis revealed that behaviour changes were most predictive of glycemic benefit among participants who had not started a new diabetes medication pre-baseline.

conclusionsReal-world CGM initiation was associated with significant improvements in glycemic control, self-care behaviours and psychosocial outcomes. Behaviour change-notably, improved diet and physical activity-was a key contributor to glycemic gains, particularly among those not undergoing medication adjustments prior to CGM initiation. These findings support CGM as a catalyst for engagement and behaviour change in T2D management.

Indexed as

Diabetes Mellitus, Type 2Glycemic ControlHypoglycemic AgentsAdultAgedBlood GlucoseContinuous Glucose MonitoringFemaleGlycated HemoglobinHumansMaleMiddle AgedProspective StudiesSelf CareBlood GlucoseGlycated Hemoglobinhemoglobin A1c protein, humanHypoglycemic Agents

Identifiers

PMID42108772
PMCPMC13158518

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Registered trials

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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.