Delivery of Guideline Directed Care for Inpatient Glycemic Management: Quality Improvement Implementation

J Diabetes Sci TechnolPublished Prospective quality improvement intervention-control study

Authors' conclusion

The implementation of a VGMS team significantly reduced hyperglycemia in hospitalized individuals. This study shows that VGMS is an effective and efficient process to implement in hospital settings to improve inpatient glycemic management.

Study context

Population
Hospitalized individuals ≥ 18 years old with at least one inpatient POC BG value <70 mg/dL and/or > 200 mg/dL, admitted January 1, 2022, to December 31, 2023, large academic medical center in New York City
Participants
1,338 vs 1,019
Exposure
Virtual Glucose Management Service vs control units
  • Virtual Glucose Management Service (VGMS)n = 1,338
  • Controln = 1,019reference
Outcome
Average glucose
Methodological detailssingle academic medical center, 4 intervention units vs 2 control units
  • Single academic medical center
  • 4 intervention units vs 2 control units

Main finding

As reported in the abstract

P = 0.1798

Observational data: associations, not effects.

Further findings

OutcomeVGMSControlP value
Hyperglycemia (POC BG >180 mg/dL)Significantly higher in control65.5% (CI 63.5%–67.7%)72.2% (CI 69.5%–74.9%)P ≤ 0.0001

Original publication

Delivery of Guideline Directed Care for Inpatient Glycemic Management: Quality Improvement Implementation. J Diabetes Sci Technol. Published 6 February 2026. doi:10.1177/19322968261417369

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