Evidence mapPaperPMID 37261826Full record

ArticleJAMA network open2023

Association of Prescription Co-payment With Adherence to Glucagon-Like Peptide-1 Receptor Agonist and Sodium-Glucose Cotransporter-2 Inhibitor Therapies in Patients With Heart Failure and Diabetes.

Utibe R Essien, Balvindar Singh, Gretchen Swabe, Amber E Johnson, Lauren A Eberly, Rishi K Wadhera, Khadijah Breathett, Muthiah Vaduganathan, Jared W Magnani

Open access · goldAbstract read
In one paragraph

Article in JAMA network open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 papers.

0numbers the graph read from it
0cells of the map it votes in
33citing papers in PubMed
11.7field-weighted citation impact, top 1% of its field
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

33 citing papers in PubMed, 46 citations in OpenAlex.

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  18. Pharmacoequity measurement framework: A tool to reduce health disparities.Journal of managed care & specialty pharmacy · 2025
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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

9 authors at 6 institutions in 1 country.

Utibe R EssienDivision of General Internal Medicine and Health Services Research, David Geffen School of Medicine, University of California, Los Angeles.
Balvindar SinghDepartment of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania.
Gretchen SwabeDepartment of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania.
Amber E JohnsonDepartment of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania.
Lauren A EberlyDivision of Cardiovascular Medicine, Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia.
Rishi K WadheraRichard A. and Susan F. Smith Center for Outcomes Research in Cardiology, Beth Israel Deaconess Medical Center, Boston, Massachusetts.
Khadijah BreathettDivision of Cardiovascular Medicine, Indiana University, Indianapolis.
Muthiah VaduganathanDivision of Cardiovascular Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts.
Jared W MagnaniDepartment of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania.
University of Pittsburgh · USBeth Israel Deaconess Medical Center · USBrigham and Women's Hospital · USIndiana University – Purdue University Indianapolis · USPenn Center for AIDS Research · USVA Greater Los Angeles Healthcare System · US

Funding

Mentoring in patient-oriented research in social determinants and atrial fibrillationK24HL160527 · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · 2025 to 2025
$120k
NHLBI NIH HHS K24 HL160527
6 · The paper itself

Abstract

Importance: Type 2 diabetes (T2D) and heart failure (HF) prevalence are rising in the US. Although glucagon-like peptide-1 receptor agonists (GLP1-RA) and sodium-glucose cotransporter 2 inhibitors (SGLT2i) improve outcomes for these conditions, high out-of-pocket costs may be associated with reduced medication adherence. Objective: To compare 1-year adherence to GLP1-RA and SGLT2i therapies by prescription co-payment level in individuals with T2D and/or HF. Design, Setting, and Participants: This retrospective cohort study used deidentified data from Optum Insight's Clinformatics Data Mart Database of enrollees with commercial and Medicare health insurance plans. Individuals aged 18 years or older with T2D and/or HF who had a prescription claim for a GLP1-RA or SLGT2i from January 1, 2014, to September 30, 2020, were included. Exposures: Prescription co-payment, categorized as low (<$10), medium ($10 to<$50), and high (≥$50). Main Outcomes and Measures: The primary outcome was medication adherence, defined as a proportion of days covered (PDC) of 80% or greater at 1 year. Logistic regression models were used to examine the association between co-payment and adherence, adjusting for patient demographics, medical comorbidities, and socioeconomic factors. Results: A total of 94 610 individuals (mean [SD] age, 61.8 [11.4] years; 51 226 [54.1%] male) were prescribed GLP1-RA or SGLT2i therapy. Overall, 39 149 individuals had a claim for a GLP1-RA, of whom 25 557 (65.3%) had a PDC of 80% or greater at 1 year. In fully adjusted models, individuals with a medium (adjusted odds ratio [AOR], 0.62; 95% CI, 0.58-0.67) or high (AOR, 0.47; 95% CI, 0.44-0.51) co-payment were less likely to have a PDC of 80% or greater with a GLP1-RA compared with those with a low co-payment. Overall, 51 072 individuals had a claim for an SGLT2i, of whom 37 339 (73.1%) had a PDC of 80% or greater at 1 year. Individuals with a medium (AOR, 0.67; 95% CI, 0.63-0.72) or high (AOR, 0.68; 95% CI, 0.63-0.72) co-payment were less likely to have a PDC of 80% or greater with an SGLT2i compared with those with a low co-payment. Conclusions and Relevance: In this cohort study of individuals with T2D and/or HF, 1-year adherence to GLP1-RA or SGLT2i therapies was highest among individuals with a low co-payment. Improving adherence to guideline-based therapies may require interventions that reduce out-of-pocket prescription costs.

Indexed as

Diabetes Mellitus, Type 2Heart FailureSodium-Glucose Transporter 2 InhibitorsAgedCohort StudiesFemaleGlucagon-Like Peptide-1 Receptor AgonistsGlucoseHumansMaleMedicareMiddle AgedPrescriptionsRetrospective StudiesSodiumUnited StatesGlucagon-Like Peptide-1 Receptor AgonistsGlucoseSodiumSodium-Glucose Transporter 2 Inhibitors

Identifiers

PMID37261826
PMCPMC10236237
OpenAlexW4378953950

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

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 Socratic graph.