SynthesisCardiovascular diabetology2021
Cost-effectiveness of GLP-1 receptor agonists versus insulin for the treatment of type 2 diabetes: a real-world study and systematic review.
Synthesis in Cardiovascular diabetology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers, 5 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
26 citing papers in PubMed, 5 syntheses or guidelines pooled it, 41 citations in OpenAlex.
- The role of glucagon-like peptide-1 receptor agonists in weight regain treatment or prevention after bariatric surgery: a systematic review and meta-analysis.Eating and weight disorders : EWD · 2025Pooled it
- Efficacy and Safety of Pioglitazone Add-On in Patients With Type 2 Diabetes Mellitus Inadequately Controlled With Metformin and Dapagliflozin: A Systematic Review and Meta-Analysis of Randomised Controlled Trials.Endocrinology, diabetes & metabolism · 2025 · on this mapPooled it
- Pharmacological Nephroprotection in Chronic Kidney Disease Patients with Type 2 Diabetes Mellitus-Clinical Practice Position Statement of the Polish Society of Nephrology.International journal of molecular sciences · 2024Guideline
- Cost-effectiveness of empagliflozin for the treatment of heart failure: a systematic review.Frontiers in pharmacology · 2023Pooled it
- Cardiovascular and renal outcomes of GLP-1 receptor agonists vs. DPP-4 inhibitors and basal insulin in type 2 diabetes mellitus: A systematic review and meta-analysis.Diabetes & vascular disease researchPooled it
- Within-trial cost-effectiveness of novel macrophage-regulating treatment on wound healing in patients with diabetic foot ulcers.Journal of food and drug analysis · 2025Trial
- Trends in glucagon-like peptide-1 receptor agonist utilization and expenditure in Croatia.The Journal of international medical research · 2026Article
- Dietary Fiber and Glucagon-Like Peptide-1 Receptor Agonists in Obesity Management: Converging Mechanisms, Interactions, and Strategies for Durable Weight Control.Advances in nutrition (Bethesda, Md.) · 2026Review
- Oral GLP-1-Based Therapeutics in the Obesity-Metabolic Syndrome-Diabetes Continuum: Translational Advances, Clinical Barriers, and Emerging Strategies.Pharmaceuticals (Basel, Switzerland) · 2026Review
- Efficacy and safety of semaglutide injection in Indian patients with type 2 diabetes mellitus inadequately controlled on metformin: a phase 3, randomized, active-controlled trial (SIZE-DM study).Cardiovascular diabetology. Endocrinology reports · 2026Article
- Review
- Estimating the excess expenditures associated with glucagon-like peptide-1 receptor agonist use among adults with diabetes in the United States.Journal of managed care & specialty pharmacy · 2026Article
- Differences between Type 2 Diabetes Mellitus and Obesity Management: Medical, Social, and Public Health Perspectives.Diabetes & metabolism journal · 2025Review
- Real-World Comparisons Between Glucagon-Like Peptide-1 Receptor Agonists and Other Glucose-Lowering Agents in Type 2 Diabetes: Retrospective Analyses of Cardiovascular and Economic Outcomes in England.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2025Article
- Long-Term Clinical and Economic Effects of Switching to Once-Weekly Semaglutide from Other GLP-1 RAs Among Patients with Type 2 Diabetes in China: A Modeling Projection Study.Advances in therapy · 2025Article
- Exploring the multifaceted roles of GLP-1 receptor agonists; a comprehensive review.Frontiers in clinical diabetes and healthcare · 2025Review
- Economic Evaluation of Medications in Prevention and Treatment of Obesity: A Systematic Review.International journal of preventive medicine · 2025Review
- Unlocking the potential of glucagon-like peptide-1 receptor agonists in revolutionizing type 2 diabetes management: a comprehensive review.Annals of medicine and surgery (2012) · 2024Review
- Efficacy and Safety of Pioglitazone/Metformin Fixed-Dose Combination Versus Uptitrated Metformin in Patients with Type 2 Diabetes without Adequate Glycemic Control: A Randomized Clinical Trial.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2024Article
- Review
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 at 3 institutions in 2 countries.
Funding
Abstract
backgroundTo conduct a real-word-study-based cost-effectiveness analysis of a GLP-1 receptor agonist (GLP-1RA) versus insulin among type 2 diabetes patients requiring intensified injection therapy and a systematic review of cost-effectiveness studies of GLP-1RAs versus insulin.
methodsIndividual-level analyses incorporating real-world effectiveness and cost data were conducted for a cohort of 1022 propensity-score-matched pairs of GLP-1RA and insulin users from Taiwan's National Health Insurance Research Database, 2007-2016. Study outcomes included the number needed to treat (NNT) to prevent one case of clinical events, healthcare costs, and cost per case of event prevented. Costs were in 2019 US dollars. Analyses were performed from a third-party payer and healthcare sector perspectives. Structured systematic review procedures were conducted to synthesize updated evidence on the cost-effectiveness of GLP-1RAs versus insulin.
resultsOver a mean follow-up of 2.3 years, the NNT using a GLP-1RA versus insulin to prevent one case of all-cause mortality and hospitalized hypoglycemia was 57 and 30, respectively. Using GLP-1RAs instead of insulin cost US$54,851 and US$29,115 per case of all-cause mortality and hospitalized hypoglycemia prevented, respectively, from the payer perspective, and saved US$19,391 and US$10,293, respectively, from the healthcare sector perspective. Sensitivity analyses showed that the probability of using GLP-1RAs versus insulin being cost-effective for preventing one case of all-cause mortality or hospitalized hypoglycemia ranged from 60 to 100%. The systematic review revealed a cost-effective profile of using GLP-1RAs versus insulin.
conclusionsUsing GLP-1RAs versus insulin for type 2 diabetes patients requiring intensified injection therapy in clinical practice is cost-effective.
Indexed as
Identifiers
What Socratic 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 Socratic graph.