Evidence map›Paper›PMID 42478696›Full record

ArticleJournal of managed care & specialty pharmacy2026

Real-time continuous glucose monitoring related to reductions in inpatient and emergency department encounters and their associated costs among non-insulin-treated people with type 2 diabetes.

Katia Hannah, Poorva Nemlekar, Gregory J Norman

Abstract read
In one paragraph

Article in Journal of managed care & specialty pharmacy, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

3 authors.

Katia HannahDexcom, San Diego, CA.
Poorva NemlekarDexcom, San Diego, CA.
Gregory J NormanDexcom, San Diego, CA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe use of real-time continuous glucose monitoring (RT-CGM) is well established to support people with type 2 diabetes (T2D) in achieving adequate glycemic control. However, health care resource utilization (HCRU) studies have previously tended to focus on individuals with T2D who are receiving treatment with insulin.

objectiveTo examine the impacts of RT-CGM on inpatient and emergency department (ED) HCRU in non-insulin-treated people.

methodsThis retrospective study analyzed US administrative claims data from Optum's Clinformatics Data Mart database between September 1, 2016, and December 31, 2024. Continuous glucose monitoring (CGM)-naive individuals with T2D who initiated a Dexcom G-series RT-CGM between September 1, 2017, and December 31, 2023, were included (index date: first RT-CGM claim). Change in the number of all-cause and diabetes-related encounters by service location (inpatient and ED) and the mean change in associated medical costs were assessed over a 6-month pre-index period (baseline) and in 2 consecutive 6-month segments post-index (0-6 months and 7-12 months). Stratification by baseline HCRU encounter frequency unique to service location included the following: nonutilizers, zero baseline encounters; low utilization, 1 to 2 baseline encounters; high utilization, 3 or more baseline encounters.

resultsThe analysis included 4,463 people with T2D. Decreases were observed in the numbers of inpatient and ED encounters among those using such encounters in the baseline period. Those considered that low utilizers (1-2 baseline encounters) experienced a 66% decrease in inpatient encounters and 63% decrease in ED encounters, whereas high utilizers (≥3 encounters) experienced a 67% decrease in inpatient encounters and 68% decrease in ED encounters. These decreases coincided with significant reductions in associated costs.

conclusionsPeople with T2D who were not receiving insulin treatment and have had recent inpatient or ED encounters had lower observed HCRU after the initiation of RT-CGM with Dexcom G-series systems.

Indexed as

Continuous Glucose MonitoringDiabetes Mellitus, Type 2Emergency Service, HospitalHealth Care CostsAdultAgedBlood GlucoseEmergency Room VisitsFemaleHospitalizationHumansInpatientsMaleMiddle AgedRetrospective StudiesUnited StatesBlood Glucose

Identifiers

PMID42478696
PMCPMC13621904

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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 Socratic graph.