ArticlePloS one2016
Preventing Unnecessary Costs of Drug-Induced Hypoglycemia in Older Adults with Type 2 Diabetes in the United States and Canada.
Article in PloS one, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03689049 (SPIDER), which is not on this map. Cited by 12 papers.
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.
SPIDER: A Structured Process Informed by Data, Evidence and Research - A Research and Quality Improvement Collaboration Supporting Practices in Improving Care for Complex Elderly Patients
Who cites it
12 citing papers in PubMed, 21 citations in OpenAlex.
- Demographic Mix of Care Homes and Personalised Use of SGLT-2 Inhibitors and GLP-1RAs in Residents with Type 2 Diabetes Mellitus.Journal of personalized medicine · 2026Review
- Hypoglycaemia in Older Adults with Diabetes: Pathophysiology, Prevention, and Personalized Care in an Aging Population.Drugs & aging · 2025Review
- Continuous Glucose Monitoring in Older Adults: What We Know and What We Have Yet to Learn.Journal of diabetes science and technology · 2024Review
- Drug-induced hyperinsulinemic hypoglycemia: An update on pathophysiology and treatment.Reviews in endocrine & metabolic disorders · 2023Review
- Update on the management of diabetes in long-term care facilities.BMJ open diabetes research & care · 2022Review
- Deep transfer learning and data augmentation improve glucose levels prediction in type 2 diabetes patients.NPJ digital medicine · 2021Article
- Review of the cardiovascular safety of dipeptidyl peptidase-4 inhibitors and the clinical relevance of the CAROLINA trial.BMC cardiovascular disorders · 2019Review
- Article
- Burden of Illness in Type 2 Diabetes Mellitus.Journal of managed care & specialty pharmacy · 2018Review
- Use of Intensive Glycemic Management in Older Adults with Diabetes Mellitus.Journal of the American Geriatrics Society · 2018Article
- Diabetes and Aging: Unique Considerations and Goals of Care.Diabetes care · 2017Article
- Is glycemia control in Canadians with diabetes individualized? A cross-sectional observational study.BMJ open diabetes research & care · 2017Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 2 institutions in 2 countries.
Funding
Abstract
backgroundThe costs of drug-induced hypoglycemia are a critical but often neglected component of value-based arguments to reduce tight glycemic control in older adults with type 2 diabetes.
methodsAn economic (decision-tree) analysis compared rates, costs, quality-adjusted life-years, and incremental costs per quality-adjusted life-year gained associated with mild, moderate and severe hypoglycemic events for 6 glucose-lowering medication classes in type 2 diabetic adults aged 65-79 versus those 80 years and older. The national U.S. (Center for Medicare Services) and Canadian public health payer perspectives were adopted.
findingsIncidence rates of drug-induced hypoglycemia were the highest for basal insulin and sulfonylureas: 8.64 and 4.32 events per person-year in 65-79 year olds, and 12.06 and 6.03 events per person-year for 80 years and older. In both the U.S. and Canada, metformin dominated sulfonylureas, basal insulin and glucagon-like peptide1 receptor agonists. Relative to sulfonylureas, thiazolidinediones had the lowest incremental cost-effectiveness ratios in the U.S. and dominated sulfonylureas in Canada for adults 80 years and older. Relative to sulfonylureas, dipeptidyl peptidase4 inhibitors were cost-effective for adults 80 years and older in both countries, and for 65-79 year olds in Canada. Annual costs of hypoglycemia for older adults attaining very tight glycemic control with the use of insulin or sulfonylureas were estimated at U.S.$509,214,473 in the U.S. and CAN$65,497,849 in Canada.
conclusionsOptimizing drug therapy for older type 2 diabetic adults through the avoidance of drug-induced hypoglycemia will dramatically improve patient health while also generating millions of dollars by saving unnecessary medical costs.
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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.