Evidence map›Paper›PMID 40118483›Full record

ArticleBMJ open2025

Racial and ethnic disparities in children and adults in the usage of continuous glucose monitors: a scoping review protocol.

Forest Melton, Linda Jepkoech Kimaru, D Jean McClelland, Peter D Reaven, Kelly N B Palmer

Abstract read
In one paragraph

Article in BMJ open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

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

5 authors.

Forest MeltonDepartment of Clinical Translational Sciences, University of Arizona College of Health Sciences, Phoenix, Arizona, USA fmelton@email.arizona.edu.ORCID http://orcid.org/0000-0002-8616-5855
Linda Jepkoech KimaruDepartment of Health Promotion Sciences, The University of Arizona Mel and Enid Zuckerman College of Public Health, Tucson, Arizona, USA.
D Jean McClellandHealth Sciences Library, The University of Arizona, Tucson, Arizona, USA.
Peter D ReavenPhoenix VA Health Care System, Veterans Health Administration, Phoenix, Arizona, USA.
Kelly N B PalmerDepartment of Health Promotion Sciences, The University of Arizona Mel and Enid Zuckerman College of Public Health, Tucson, Arizona, USA.ORCID http://orcid.org/0000-0002-4818-6030

Funding

Research Mentoring and Building Capacity of underrepresented Minority Research Scientists in India.D43TW010540 · FIC · YALE UNIVERSITY · PI MICHELE BARRY, Eva Harris · 2017 to 2026
$15.5M
FIC NIH HHS D43 TW010540
6 · The paper itself

Abstract

introductionThis scoping review synthesises the existing literature on racial and ethnic disparities in the utilisation of continuous glucose monitors (CGMs) among adults and children with diabetes in the USA. The primary objective is to describe the extent and nature of these disparities, with the broader goal of informing future research and interventions to address health inequities. METHODS AND ANALYSIS: Guided by the Joanna Briggs Institute methodological framework, this review will systematically search PubMed, Embase and Scopus for relevant studies. Included studies will focus on individuals diagnosed with type 1 or type 2 diabetes in the USA. Selection criteria will prioritise studies reporting demographic factors, CGM usage patterns and associated health outcomes. The primary outcome is the extent of racial and ethnic disparities in CGM utilisation. Data synthesis will use the National Institute on Minority Health and Health Disparities Framework (NIMHD) to uncover patterns of CGM utilisation among racial-ethnic groups. The NIMHD facilitates a multilevel examination of the factors influencing CGM initiation, continued use and attrition by integrating individual, interpersonal, community and societal level influences. This comprehensive approach provides a nuanced understanding of the barriers and facilitators shaping CGM usage across diverse populations. By applying the NIMHD framework, this review aims to identify existing disparities, uncover gaps in the literature and offer direction for future research and interventions. ETHICS AND DISSEMINATION: As this study involves a review of previously published literature and does not involve human subjects research, institutional review board approval will not be pursued. Findings will be disseminated through peer-reviewed publications, conference presentations and lay summaries. LITERATURE REVIEW REGISTRATION NUMBER: https://doi.org/10.17605/OSF.IO/RGW6M.

Indexed as

Blood Glucose Self-MonitoringDiabetes Mellitus, Type 1Diabetes Mellitus, Type 2EthnicityHealthcare DisparitiesAdultBlood GlucoseChildHumansRacial GroupsResearch DesignScoping Reviews as TopicUnited StatesBlood GlucoseDIABETES & ENDOCRINOLOGYHealth EquityPUBLIC HEALTHWearable Devices

Identifiers

PMID40118483
PMCPMC11931916

What OpenQuestion holds

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LicenceCC BY-NC
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Registered trials

None linked

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.