Evidence map›Paper›PMID 40445849›Full record

ArticleDiabetes care2025

Overall Uptake and Racial, Ethnic, and Socioeconomic Disparities in the Use of Continuous Glucose Monitoring Devices Among Insulin-Treated Older Adults With Type 2 Diabetes.

Wajd Alkabbani, Sara J Cromer, Dae Hyun Kim, Julie M Paik, Katsiaryna Bykov, Medha Munshi, Deborah J Wexler, Elisabetta Patorno

Abstract read
In one paragraph

Article in Diabetes care, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing 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

13 citing papers in PubMed.

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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

8 authors.

Wajd AlkabbaniDivision of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA.
Sara J CromerDivision of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA.
Dae Hyun KimMarcus Institute for Aging Research, Hebrew SeniorLife, Harvard Medical School, Boston, MA.
Julie M PaikDivision of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA.
Katsiaryna BykovDivision of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA.
Medha MunshiJoslin Diabetes Center, Harvard Medical School, Boston, MA.
Deborah J WexlerDiabetes Unit, Department of Medicine, Massachusetts General Hospital and Harvard Medical School, Boston, MA.
Elisabetta PatornoDivision of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA.ORCID 0000-0002-8809-9898

Funding

Novel approaches to improve comparative effectiveness research of medical and surgical weight reduction strategies in clinical practiceR01DK138036 · NIDDK · BRIGHAM AND WOMEN'S HOSPITAL · PI Elisabetta Patorno · 2024 to 2026
$2.3M
NIDDK NIH HHS R01 DK138036
6 · The paper itself

Abstract

objectiveTo assess time trends of and examine which sociodemographic and clinical characteristics are associated with continuous glucose monitoring (CGM) initiation in insulin-treated older adults with type 2 diabetes (T2D). RESEARCH DESIGN AND

methodsUsing data from Medicare Fee-for-Service (2013-2020) and Optum's deidentified Clinformatics Data Mart Database (Clinformatics) (2013-2022), we identified patients aged ≥65 years with T2D receiving insulin therapy who initiated CGM annually. Initiation of a CGM device was defined based on Current Procedural Terminology codes and National Drug Codes. Then, we 1:4 matched new users of CGM to patients unexposed to CGM, using risk set sampling. Index date was the date of CGM initiation or, for control participants, the closest physician visit within ±7 days. We used logistic regression to assess demographic and clinical characteristics associated with CGM initiation.

resultsThe annual CGM initiation rate rose from 107 to 5,249/100,000 in Medicare (2013-2020) and from 796 to 9,195/100,000 in Clinformatics (2013-2022). Compared with White patients, Hispanic (odds ratio, 96% CI: 0.44, 0.42-0.48 in Medicare and 0.81, 0.78-0.85 in Clinformatics) and Black (0.71, 0.69-0.73 in Medicare and 0.89, 0.85-0.92 in Clinformatics) individuals were less likely to receive CGM. Older age and residing in low socioeconomic status areas were associated with lower CGM uptake, while history of hypoglycemia and lower frailty scores increased CGM initiation likelihood.

conclusionsCGM initiation has increased over time but remains <10% among insulin-treated older adults with T2D. Substantial racial, ethnic, and socioeconomic disparities were observed.

Indexed as

Blood Glucose Self-MonitoringDiabetes Mellitus, Type 2Healthcare DisparitiesInsulinAgedAged, 80 and overBlood GlucoseContinuous Glucose MonitoringEthnicityFemaleHumansHypoglycemic AgentsMaleMedicareRacial GroupsSocioeconomic Disparities in HealthBlood GlucoseHypoglycemic AgentsInsulin

Identifiers

PMID40445849
PMCPMC12718080

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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.