Evidence map›Paper›PMID 35048301›Full record

ArticleJournal of general internal medicine2022

Incidence and Predictors of Primary Nonadherence to Sodium Glucose Co-transporter 2 Inhibitors and Glucagon-Like Peptide 1 Agonists in a Large Integrated Healthcare System.

Jing Luo, Robert Feldman, Scott Rothenberger, Mary Korytkowski, Michael A Fischer, Walid F Gellad

Open access · bronzeAbstract read
In one paragraph

Article in Journal of general internal medicine, 2022. 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
2.2field-weighted citation impact, top 11% 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

13 citing papers in PubMed, 17 citations in OpenAlex.

  1. Trial
  2. Review
  3. Review
  4. Article
  5. Observational
  6. Review
  7. Not obtaining a medication the first time it is prescribed: primary non-adherence to cardiovascular pharmacotherapy.Clinical research in cardiology : official journal of the German Cardiac Society · 2024
    Review
  8. Real-world primary nonadherence to antiobesity medications.Journal of managed care & specialty pharmacy · 2023
    Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Equity in Medical Care for People Living With Diabetes.Diabetes spectrum : a publication of the American Diabetes Association · 2022
    Article
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

6 authors at 2 institutions in 1 country.

Jing LuoDivision of General Internal Medicine, University of Pittsburgh School of Medicine, Pittsburg, PA, USA. luoj@pitt.edu.ORCID 0000-0002-1190-553X
Robert FeldmanDivision of General Internal Medicine, University of Pittsburgh School of Medicine, Pittsburg, PA, USA.
Scott RothenbergerDivision of General Internal Medicine, University of Pittsburgh School of Medicine, Pittsburg, PA, USA.
Mary KorytkowskiDivision of Endocrinology and Metabolism, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.
Michael A FischerDivision of Pharmacoepidemiology and Pharmacoeconomics, Brigham and Women's Hospital, Boston, MA, USA.
Walid F GelladDivision of General Internal Medicine, University of Pittsburgh School of Medicine, Pittsburg, PA, USA.
University of Pittsburgh · USBrigham and Women's Hospital · US

Funding

Institutional Career Development CoreKL2TR001856 · NCATS · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI RAY, KRISTIN N, RUBIO, DORIS M · 2016 to 2025
$13.8M
Developing a provider-facing intervention to address cost-related medication restrictions and improve medication use in patients with type 2 diabetesK23DK120956 · NIDDK · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI LUO, JING · 2021 to 2024
$829k
NCATS NIH HHS KL2 TR001856NIDDK NIH HHS K23 DK120956
6 · The paper itself

Abstract

backgroundNewer glucose-lowering drugs, including sodium glucose co-transporter 2 inhibitors (SGLT2i) and GLP-1 agonists, have a key role in the pharmacologic management of type 2 diabetes. No studies have measured primary nonadherence for these two drug classes, defined as when a medication is prescribed for a patient but ultimately not dispensed to them.

objectiveTo describe the incidence and predictors of primary nonadherence to SGLT2i (canagliflozin, empagliflozin) or GLP-1 agonists (dulaglutide, liraglutide, semaglutide) using a dataset that links electronic prescribing with health insurance claims. DESIGN AND

participantsA retrospective cohort design using data of adult patients from a large health system who had at least one prescription order for a SGLT2i or GLP-1 agonist between 2012 and 2019. We used mixed-effects multivariable logistic regression to determine associations between sociodemographic, clinical, and provider variables and primary nonadherence. MAIN MEASURES: Primary medication nonadherence, defined as no dispensed claim within 30 days of an electronic prescription order for any drug within each medication class. KEY

resultsThe cohort included 5146 patients newly prescribed a SGLT2i or GLP-1 agonist. The overall incidence of 30-day primary medication nonadherence was 31.8% (1637/5146). This incidence rate was 29.8% (n = 726) and 33.6% (n = 911) among those initiating a GLP-1 agonist and SGLT2i, respectively. Age ≥ 65 (aOR 1.37 (95% CI 1.09 to 1.72)), Black race vs White (aOR 1.29 (95% CI 1.02 to 1.62)), diabetic nephropathy (aOR 1.31 (95% CI 1.02 to 1.68)), and hyperlipidemia (aOR 1.18 (95% CI 1.01 to 1.39)) were associated with a higher odds of primary nonadherence. Female sex (aOR 0.86 (95% CI 0.75 to 0.99)), peripheral artery disease (aOR 0.73 (95% CI 0.56 to 0.94)), and having the index prescription ordered by an endocrinologist vs a primary care provider (aOR 0.76 (95% CI 0.61 to 0.95)) were associated with lower odds of primary nonadherence.

conclusionsOne third of patients prescribed SGLT2i or GLP-1 agonists in this sample did not fill their prescription within 30 days. Black race, male sex, older age, having greater baseline comorbidities, and having a primary care provider vs endocrinologist prescribe the index drug were associated with higher odds of primary nonadherence. Interventions targeting medication adherence for these newer drugs must consider primary nonadherence as a barrier to optimal clinical care.

Indexed as

Delivery of Health Care, IntegratedDiabetes Mellitus, Type 2Sodium-Glucose Transporter 2 InhibitorsSymportersAdultCanagliflozinFemaleGlucagon-Like Peptide 1GlucoseHumansHypoglycemic AgentsIncidenceLiraglutideMaleRetrospective StudiesSodiumCanagliflozinGlucagon-Like Peptide 1GlucoseHypoglycemic AgentsLiraglutideSodiumSodium-Glucose Transporter 2 InhibitorsSymporters

Identifiers

PMID35048301
PMCPMC9585108
OpenAlexW4205711498

What OpenQuestion holds

Texttitle and abstract
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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.