ArticleDiabetes care2023
Deficits and Disparities in Early Uptake of Glucagon-Like Peptide 1 Receptor Agonists and SGLT2i Among Medicare-Insured Adults Following a New Diagnosis of Cardiovascular Disease or Heart Failure.
Article in Diabetes care, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 2 of them syntheses that pooled 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.
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.
Who cites it
22 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Disparities in GLP-1RA and SGLT2i Uptake: a Systematic Review and an Equity-First Framework for Cardiovascular-Kidney-Metabolic Care.Current cardiology reports · 2026Pooled it
- Association of Social Determinants of Health with Utilization of SGLT2 Inhibitors and GLP1 Receptor Agonists: A Systematic Review and Meta-Analysis.Journal of general internal medicine · 2026Pooled it
- Review
- GLP-1RA Dispensing in Youth With Type 2 Diabetes: 2020 to 2023.Pediatrics · 2026Article
- Racial and demographic disparities in glp-1ra use among breast cancer patients with Type 2 Diabetes.NPJ breast cancer · 2025Article
- Racial Inequity in Prescription of Semaglutide Among Eligible People With HIV.Diabetes care · 2025Article
- Glucagon-like peptide 1 receptor agonist and reduced liver and non-liver complications in adults with type 2 diabetes and metabolic dysfunction-associated steatotic liver disease: a target trial emulation study.Clinical and molecular hepatology · 2025Article
- Encouraging the prescribing of SGLT2i and GLP-1RA medications to reduce cardiovascular and renal risk in patients with type 2 diabetes: Rationale and design of a randomized controlled trial.American heart journal · 2025Article
- Evidence-based SGLT2 inhibitor and GLP-1 receptor agonist use by race in the VA healthcare system.American journal of preventive cardiology · 2025Article
- The application of neighborhood area deprivation index to improve health equity across the spectrum of heart failure: a review.Heart failure reviews · 2025Review
- Factors and Disparities Influencing Sodium-Glucose Cotransporter 2 Inhibitors and Glucagon-like Peptide 1 Receptor Agonists Initiation in the United States: A Scoping Review of Evidence.Pharmacy (Basel, Switzerland) · 2025Review
- SGLT2 Inhibitor and GLP-1 Receptor Agonist Prescriptions in Newly Diagnosed Type 2 Diabetes Patients With Cardiorenal Risks: A Cross-Sectional Study.Journal of diabetes research · 2025Article
- Article
- Achieving equitable access to incretin-based therapies in cardiovascular care.American heart journal plus : cardiology research and practice · 2024Article
- Lessons From Insulin: Policy Prescriptions for Affordable Diabetes and Obesity Medications.Diabetes care · 2024Review
- Cost Offset of Dapagliflozin in the US Medicare Population with Cardio-Kidney Metabolic Syndrome.Advances in therapy · 2024Article
- Race and ethnicity and pharmacy dispensing of SGLT2 inhibitors and GLP-1 receptor agonists in type 2 diabetes.Lancet regional health. Americas · 2024 · on this mapArticle
- Racial and Ethnic Disparities in the Management of Chronic Coronary Disease.The Medical clinics of North America · 2024Review
- Sociodemographic disparities in GLP-1RA and SGLT2i use among US adults with type 2 diabetes: NHANES 2005-March 2020.Current medical research and opinion · 2024Article
- Racial/ethnic and socioeconomic disparities in achievement of treatment goals within a clinical trial: a secondary analysis of the ACCORD trial.Diabetologia · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
Abstract
objectiveTo examine the association of race/ethnicity and socioeconomic deprivation with initiation of guideline-recommended diabetes medications with cardiovascular benefit (glucagon-like peptide 1 receptor agonists [GLP1-RA] and sodium-glucose cotransporter 2 inhibitors [SGLT2i]) among older adults with type 2 diabetes (T2D) and either incident atherosclerotic cardiovascular disease (ASCVD) or congestive heart failure (CHF). RESEARCH DESIGN AND
methodsUsing Medicare data (2016-2019), we identified 4,057,725 individuals age >65 years with T2D and either incident ASCVD or CHF. We estimated incidence rates and hazard ratios (HR) of GLP1-RA or SGLT2i initiation within 180 days by race/ethnicity and zip code-level Social Deprivation Index (SDI) using adjusted Cox proportional hazards models.
resultsIncidence rates of GLP1-RA or SGLT2i initiation increased over time but remained low (<0.6 initiations per 100 person-months) in all years studied. Medication initiation was less common among those of Black or other race/ethnicity (HR 0.81 [95% CI 0.79-0.84] and HR 0.84 [95% CI 0.75-0.95], respectively) and decreased with increasing SDI (HR 0.96 [95% CI 0.96-0.97]). Initiation was higher in ASCVD than CHF (0.35 vs. 0.135 initiations per 100 person-months). Moderate (e.g., nephropathy, nonalcoholic fatty liver disease) but not severe (e.g., advanced chronic kidney disease, cirrhosis) comorbidities were associated with higher probability of medication initiation.
conclusionsAmong older adults with T2D and either ASCVD or CHF, initiation of GLP1-RA or SGLT2i was low, suggesting a substantial deficit in delivery of guideline-recommended care or treatment barriers. Individuals of Black and other race/ethnicity and those with higher area-level socioeconomic deprivation were less likely to initiate these medications.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.