Evidence map›Paper›PMID 40452799›Full record

ArticleJournal of the Endocrine Society2025

Determining Insulin Pump Candidacy: The Disconnect Between Clinical Care Guidelines and Clinical Practice.

Estelle Everett, Lisa Dao, Nagambika Munaganuru, Kelechi Udeze, Samantha Gutierrez, Sarah Gann, Ashley Meda, Ryan Tiu, Amanda Arevalo, Chanelz Drexler and 3 more

Abstract read
In one paragraph

Article in Journal of the Endocrine Society, 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

13 authors.

Estelle EverettDivision of Endocrinology, Diabetes & Metabolism, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA 90024, USA.ORCID https://orcid.org/0000-0002-7468-296X
Lisa DaoDivision of Endocrinology, Diabetes & Metabolism, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA 90024, USA.
Nagambika MunaganuruDivision of Endocrinology, Diabetes & Metabolism, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA 90024, USA.
Kelechi UdezeInstitute for Society and Genetics, College of Letters and Science, University of California, Los Angeles, CA 90095, USA.
Samantha GutierrezDepartment of Integrative Biology, College of Letters and Science, University of California, Berkeley, CA 94720, USA.
Sarah GannDepartment of Biological Sciences, College of Science, University of Notre Dame, Notre Dame, IN 46556, USA.
Ashley MedaSchool of Public Health, University of Nevada, Las Vegas, NV 89154, USA.
Ryan TiuDavid Geffen School of Medicine, University of California, Los Angeles, CA 90095, USA.
Amanda ArevaloCharlie Dunlop School of Biological Sciences, University of California, Irvine, CA 92697, USA.
Chanelz DrexlerDepartment of Molecular, Cell and Systems Biology, College of Natural and Agricultural Sciences, University of California, Riverside, CA 92507, USA.
Yonis AbdulrahmanSchool of Life Sciences, Arizona State University, Tempe, AZ 85287, USA.
Cynthia SantanaDivision of Endocrinology, Diabetes & Metabolism, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA 90024, USA.
Tannaz MoinDivision of Endocrinology, Diabetes & Metabolism, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA 90024, USA.ORCID https://orcid.org/0000-0002-5035-6641

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: We evaluated provider sentiments and practices that influence recommendations for insulin pump use. Methods: We surveyed US adult endocrinologists and used descriptive statistics to assess guideline adherence and criteria for insulin pump candidacy. Providers were categorized as permissive or selective prescribers based on reliance on criteria outside of clinical guidelines. Adjusted logistic regression identified factors associated with selective prescribing. Results: In 2023, we emailed surveys to 5684 endocrinologists, and 299 (5%) responded. Criteria for insulin pump use varied across providers: carbohydrate counting (55%), a minimum number of daily glucose checks (51%), a minimum number of clinic visits (48%), continuous glucose monitor use (42%), a minimum duration after diagnosis (20%), and a specific A1c (8%). While 94% reported being aware of diabetes care guidelines, 52% almost never referenced guidelines when determining insulin pump candidacy. The majority reported relying on their own judgment about insulin pump candidacy when it conflicted with clinical guidelines. Selective prescribers were more likely to report using guidelines sometimes or more (vs not often/never), have a low proportion of diabetes in their clinical case mix, and see patients primarily with public insurance. Conclusion: Less than half of endocrinologists referenced national guidelines for pump candidacy, with many relying on nonevidence-based criteria. These findings demonstrate an important disconnect between guideline recommendations and clinical practice that may lead to underutilization of insulin pumps, which can enhance diabetes care and outcomes. Additional work is needed to better align clinical practice with current recommendations.

Indexed as

disparitiesguidelinesinsulin pumpprovider decision-makingtype 1 diabetes

Identifiers

PMID40452799
PMCPMC12123061

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.