Diabetes technology

Continuous Glucose Monitoring Frequency and Glycemic Control in People With Type 2 Diabetes

JAMA Netw OpenPublished Retrospective cross-sectional study

An erratum to this article was published (JAMA Netw Open, 3 Nov 2025 ↗)

Authors' conclusion

This cross-sectional study found that frequent use of CGM (>75% sensor wear) was associated with improved glycemic control compared with infrequent or no use of CGM. These findings suggest that clinicians should monitor CGM use at 6 months, identify potential therapeutic obstacles, and encourage continuous use of CGM.

Study context

Population
Adults ≥18 years with T2D and baseline HbA1c 7.0%–15.0%, Optum Market Clarity Data 2019–2023; 45.4% female, mean age 55.9 years
Participants
9,258 adults
Exposure
Continuous glucose monitoring (CGM) use frequency vs no CGM use
  • Frequency 1n = 1,081
  • Frequency 2n = 523
  • Frequency 3n = 540
  • Frequency 4n = 2,485
  • Controln = 4,629reference
Outcome
Change in HbA1c by CGM frequency vs no CGM (mixed-model analysis)
Follow-up
12 months
Methodological detailspropensity score-matched, claims and electronic medical record data
  • Propensity score-matched
  • Claims and electronic medical record data

Main finding

As reported in the abstract

Change in HbA1c

Frequency 4

−1.52

95% CI −1.73–-1.32 · percentage points

Control

−0.63

95% CI −0.80–-0.45 · percentage points

Observational data: associations, not effects.

Further findings

OutcomeValuesTreatment difference (percentage points) (95% CI)
HbA1c with addition of GLP-1 RA in frequency 4 · ≈12 monthsFrequency 4vs ControlWith addition of GLP-1 RA−1.13 (−1.46 to −0.80)
OutcomeValues
Change in HbA1c (greatest reductions) · ≈3 monthsFrequency 1 −0.59 (95% CI −0.96–-0.21) percentage points · Frequency 2 −0.57 (95% CI −1.10–-0.05) percentage points · Frequency 3 −0.79 (95% CI −1.25–-0.34) percentage points · Frequency 4 −0.91 (95% CI −1.12–-0.70) percentage points · Control −0.28 (95% CI −0.47–-0.09) percentage points

Durability of HbA1c improvement

No further glycemic improvement in frequency 2 and frequency 3 after 6 months
Improvements in frequency 1 and frequency 4 sustained for the postindex period

Original publication

Continuous Glucose Monitoring Frequency and Glycemic Control in People With Type 2 Diabetes. JAMA Netw Open. Published 1 October 2025. doi:10.1001/jamanetworkopen.2025.39278

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