ArticleDiabetes care2022
Medical Costs Associated With Diabetes Complications in Medicare Beneficiaries Aged 65 Years or Older With Type 2 Diabetes.
Article in Diabetes care, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 1 of them a synthesis that pooled it.
What it found
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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, 1 synthesis or guideline pooled it, 34 citations in OpenAlex.
- Association of metformin use with fracture risk in type 2 diabetes: A systematic review and meta-analysis of observational studies.Frontiers in endocrinology · 2022 · on this mapPooled it
- Once-weekly semaglutide versus placebo for the treatment of type 2 diabetes and chronic kidney disease in Denmark: A long-term cost-effectiveness analysis based on FLOW.Cardiovascular diabetology · 2025Trial
- An exploratory analysis of the cost-effectiveness of insulin glargine 300 units/mL versus insulin glargine 100 units/mL over a lifetime horizon using the BRAVO diabetes model.Diabetic medicine : a journal of the British Diabetic Association · 2024Trial
- Costs of Comorbidities and Complications Associated with Type 2 Diabetes: A Retrospective, Cohort Study.Advances in therapy · 2026Article
- The global economic burden of diabetes for 190 countries 2021-50: a macroeconomic modelling study.Nature communications · 2026Article
- The Impact of a Remote Patient Care Program on Health Care Costs and Utilization Among Medicare Patients With Chronic Disease.Mayo Clinic proceedings. Innovations, quality & outcomes · 2026Article
- Epigenetics, bacterial metabolites and type 2 diabetes: a new view of gut-genome interactions.Frontiers in microbiology · 2026Review
- Brain over muscle: central mechanisms predominate in gait impairment among older adults with type 2 diabetes mellitus.Frontiers in aging neuroscience · 2026Article
- A randomized controlled trial of patient navigators for post-hospital discharge diabetic foot ulcer care: the Comprehensive Assistance and Resources for Effective Diabetic Foot Navigation (CARE-D-Foot-Nav) study protocol.medRxiv : the preprint server for health sciences · 2025Article
- Macrovascular and microvascular complications in US Medicare enrollees with type 2 diabetes with and without atherosclerotic cardiovascular disease.Diabetes, obesity & metabolism · 2025Article
- Real-time continuous glucose monitoring vs self-monitoring of blood glucose in distinct multi-ethnic cohorts of patients living with insulin-treated type 2 diabetes in the United States: A cost-utility analysis from a Medicare perspective.Journal of managed care & specialty pharmacy · 2025Article
- Effectiveness and safety of AI-driven closed-loop systems in diabetes management: a systematic review and meta-analysis.Diabetology & metabolic syndrome · 2025Review
- A global call to action: strengthening strategies to combat dysglycemia and improve public health outcomes.Frontiers in public health · 2025Article
- Relationships of Multidimensional Factors to Diabetes Complications: A Cross-Sectional, Correlational Study.Western journal of nursing research · 2024Article
- Addressing the Burden of Multiple Daily Insulin Injections in Type 2 Diabetes with Insulin Pump Technology: A Narrative Review.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2024Review
- Evaluation of the Effectiveness of a Bilingual Nutrition Education Program in Partnership with a Mobile Health Unit.Nutrients · 2024Article
- Telehealth Use and Healthcare Utilization Among Individuals with Type 2 Diabetes During the COVID-19 Pandemic: Evidence From Louisiana Medicaid Claims.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2024Article
- Cost per Patient Achieving Treatment Targets and Number Needed to Treat with Tirzepatide Versus Semaglutide 1 mg in Patients with Type 2 Diabetes in the United States.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2023Article
- Glycemic and Economic Outcomes in Elderly Patients with Type 2 Diabetes Initiating Dulaglutide Versus Basal Insulin in a Real-World Setting in the United States: The DISPEL-Advance Study.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2023Article
- Trajectories of glycated hemoglobin of T2DM and progress of arterial stiffness: a prospective study.Diabetology & metabolic syndrome · 2023Article
Corrections and comments
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Authors and funding
5 authors at 1 institution in 1 country.
Funding
Abstract
objectiveTo estimate medical costs associated with 17 major diabetes-related complications and treatment procedures among Medicare beneficiaries aged ≥65 years with type 2 diabetes. RESEARCH DESIGN AND
methodsClaims data from 100% of Medicare beneficiaries enrolled in fee-for-service plans from 2006 to 2017 were analyzed. Records with type 2 diabetes and complications were identified using ICD-9, ICD-10, and diagnosis-related group codes. The index year was the year when a person was first identified as having diabetes with an inpatient claim or an outpatient claim plus another inpatient/outpatient claim in the 2 years following the first claim in Medicare. Included individuals were followed from index years until death, discontinuation of plan coverage, or 31 December 2017. Fixed-effects regression was used to estimate the cost in years when the complication event occurred and in subsequent years. The total cost for each complication was calculated for 2017 by multiplying the complication prevalence by the cost estimate. All costs were standardized to 2017 U.S. dollars.
resultsOur study included 10,982,900 beneficiaries with type 2 diabetes. Follow-up ranged from 3 to 10 years. The three costliest complications were kidney failure treated by transplant (occurring year $79,045, subsequent years $17,303), kidney failure treated by dialysis ($54,394, $38,670), and lower-extremity amputation ($38,982, $8,084). Congestive heart failure accounted for the largest share (18%) of total complication costs.
conclusionsCosts associated with diabetes complications were substantial. Our cost estimates provide essential information needed for conducting economic evaluation of treatment and programs to prevent and delay diabetes complications in Medicare beneficiaries.
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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.