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
Open accessAbstract
OBJECTIVE: To 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 METHODS: Using 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. RESULTS: Incidence 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. CONCLUSIONS: Among 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.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Collectively, the findings underscore a consistent gap between evidence-based recommendations and real-world practice, particularly among patients with multiple chronic conditions who stand to benefit most from GLP-1 receptor agonists and SGLT2 inhibitors.
“Collectively, these findings underscore a consistent gap between evidence-based recommendations and real-world practice, particularly among patients with multiple chronic conditions who stand to benefit most from these therapies [2,33].”
From Unequal Access to Evidence-Based Cardiometabolic Therapies: Racial Disparities in SGLT2 Inhibitor and GLP-1 Receptor Agonist Use Among Patients With Type 2 Diabetes and Cardiovascular Disease (2026) · cites this paper as [33]
Split into 2 atoms — 1 confirmed, 1 partially supported, 0 disputed, 0 misattributed, 0 unverifiable. Expand the claim to see per-atom verdicts.
Experimental — accuracy not yet measuredPrior studies of racial and ethnic disparities in SGLT2i and GLP-1 RA use included few younger patients or women.
“or few younger patients or women,6,8,9”
From Race and ethnicity and pharmacy dispensing of SGLT2 inhibitors and GLP-1 receptor agonists in type 2 diabetes (2024) · cites this paper as [6]
The Data Source and Study Cohort section limits this study to adults aged 65 or older, supporting the point that it included few younger patients. But Table 1 (listed under Conclusions; page unavailable) reports that 49.19% of participants were men, so women were not scarce in this study. (LLM, conf=0.90)
Experimental — accuracy not yet measuredPrior studies of racial and ethnic disparities in SGLT2i and GLP-1 RA use used administrative or insurance claims-based databases, which lacked important clinical variables such as glycemic control and diabetes duration.
“These studies, however, had limitations: cohorts did not extend beyond 20195, 6, 7,10,11 or 2020,8,9 used administrative or insurance claims-based databases,5, 6, 7,10,11 included few racially and ethnically diverse groups,5,8 or few younger patients or women,6,8,9 sample sizes were small,8 and important clinical variables such as glycemic control5, 6, 7,11 and diabetes duration5, 6, 7, 8, 9,11”
From Race and ethnicity and pharmacy dispensing of SGLT2 inhibitors and GLP-1 receptor agonists in type 2 diabetes (2024) · cites this paper as [6]
The Data Source and Study Cohort section says this study used Medicare claims data, and the Conclusions state that billing data did not provide hemoglobin A1c, a measure of glycemic control. The passages do not establish that diabetes duration was unavailable, so that part of the attributed limitation is unsupported. (LLM, conf=0.86)
Experimental — accuracy not yet measuredOur findings generally align with existing literature on the diffusion of newer glucose-lowering therapies and racial and ethnic disparities.
“Although data on SGLT2i and GLP-1RA disparities in older Medicare patients with type 2 diabetes and comorbid HF, ASCVD and CKD are lacking, our findings generally align with existing literature on the diffusion of newer glucose-lowering therapies and racial and ethnic disparities [11–13, 16, 29].”
Recent studies have shown racial and ethnic disparities in the use of SGLT2i and GLP-1 RA.
“Recent studies have shown racial and ethnic disparities in the use of these medications.5, 6, 7, 8, 9, 10”
From Race and ethnicity and pharmacy dispensing of SGLT2 inhibitors and GLP-1 receptor agonists in type 2 diabetes (2024) · cites this paper as [6]
Prior studies of racial and ethnic disparities in SGLT2i and GLP-1 RA use had cohorts that did not extend beyond 2019 or 2020.
“These studies, however, had limitations: cohorts did not extend beyond 20195, 6, 7,10,11 or 2020,8,9 used administrative or insurance claims-based databases,5, 6, 7,10,11 included few racially and ethnically diverse groups,5,8 or few younger patients or women,6,8,9 sample sizes were small,8 and important clinical variables such as glycemic control5, 6, 7,11 and diabetes duration5, 6, 7, 8, 9,11”
From Race and ethnicity and pharmacy dispensing of SGLT2 inhibitors and GLP-1 receptor agonists in type 2 diabetes (2024) · cites this paper as [6]
Our work supports prior findings.
“Our work supports prior findings5,6 and highlights the need to evaluate approaches to increase the use of these cardiorenal protective drugs in patients from racial and ethnic minority groups with type 2 diabetes to reduce adverse cardiorenal outcomes and improve health equity.”
From Race and ethnicity and pharmacy dispensing of SGLT2 inhibitors and GLP-1 receptor agonists in type 2 diabetes (2024) · cites this paper as [6]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
The citation lists haven’t been fetched yet
References 43 · Cited by 36
- Authors
- Cromer, S. J., Lauffenburger, J. C., Levin, R., & Patorno, E.
- Affiliations
- Brigham and Women's Hospital (US)
- Corresponding author
- Cromer, Sara J.
- Venue
- Diabetes Care
- Publisher
- American Diabetes Association
- Published
- 2022-11-16
- Volume
- 46
- Issue
- 1
- Pages
- 65-74
- ISSN
- 0149-5992 (ISSN-L)
- 1935-5548
- PMC
- PMC9797651
- OpenAlex
- W4309160369
- Cited by
- 36
- References
- 43
- Citations by year
- 2026: 8 · 2025: 14 · 2024: 9 · 2023: 5
- FWCI
- 5.19
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Diabetes Care (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Patient-Centered Outcomes Research Institute (DB-2020C2-20326)
- National Institute of Diabetes and Digestive and Kidney Diseases (F32DK127545)
- National Institute on Aging (K08AG055670)
- National Heart, Lung, and Blood Institute (K01HL141538)
- Topics
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Treatment and Management
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Heart Failure Treatment and Management
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes, Cardiovascular Risks, and Lipoproteins
- Keywords
- GLP-1 receptor agonists, SGLT2 inhibitors, type 2 diabetes, atherosclerotic cardiovascular disease, congestive heart failure, drug initiation, racial disparities, socioeconomic deprivation, social deprivation index, older adults, Black patients, comorbidities, guideline-recommended care, Medicare
- MeSH terms
- Glucagon-Like Peptide-1 Receptor, Aged, Cardiovascular Diseases, Diabetes Mellitus, Type 2, Medicare, Heart Failure, Humans, Hypoglycemic Agents, United States, Atherosclerosis, Glucagon-Like Peptide 1
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review