ArticlePatient preference and adherence2016
Associations between adherence and outcomes among older, type 2 diabetes patients: evidence from a Medicare Supplemental database.
Article in Patient preference and adherence, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06327815 (Efficacy of FDC Regimen of Dapagliflozin/Metformin Compared to Co-administered Dual Therapy on Glycemic Control, Satisfaction and Adherence in Chinese Patients With T2DM), which is not on this map. Cited by 40 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.
Efficacy of FDC Regimen of Dapagliflozin/Metformin Compared to Co-administered Dual Therapy on Glycemic Control, Satisfaction and Adherence in Chinese Patients With T2DM: A 24-Week, Multicentre, Randomized, Parallel, Interventional, Non-inferiority, Open-label Study
Who cites it
40 citing papers in PubMed, 2 syntheses or guidelines pooled it, 55 citations in OpenAlex.
- Adherence to and persistence with antidiabetic medications and associations with clinical and economic outcomes in people with type 2 diabetes mellitus: A systematic literature review.Diabetes, obesity & metabolism · 2022Pooled it
- Action on diabetic macular oedema: achieving optimal patient management in treating visual impairment due to diabetic eye disease.Eye (London, England) · 2017Guideline
- Trial
- IDegLira improves patient-reported outcomes while using a simple regimen with fewer injections and dose adjustments compared with basal-bolus therapy.Diabetes, obesity & metabolism · 2019Trial
- Impact of a Community Pharmacist-Delivered Information Program on the Follow-up of Type-2 Diabetic Patients: A Cluster Randomized Controlled Study.Advances in therapy · 2019Trial
- Association of diabetes medication adherence quality measure performance with A1c control among Medicare Advantage beneficiaries.Journal of managed care & specialty pharmacy · 2026Article
- Basal Insulin Adherence in Patients with Type 2 Diabetes Mellitus in Routine Clinical Practice in Spain: Clinical and Economic Impact.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2026Article
- Improving medication adherence in type 2 diabetes: strategies for better clinical and economic outcomes.Diabetologia · 2026Review
- iGlarlixi for the simplification of more complex insulin regimens in type 2 diabetes patients with good glycaemic control.Frontiers in endocrinology · 2026Observational
- Differences in the relationship between medication adherence and payer medical costs across three quality measures: results of a cohort study among medicare advantage beneficiaries.BMC health services research · 2025Observational
- Enhancing Type 2 Diabetes Care With CGM Integration: Insights From an Italian Expert Group.Diabetes/metabolism research and reviews · 2025Review
- Fifteen-year trends in diabetes drug management and control in French-speaking Switzerland.Diabetology & metabolic syndrome · 2025Article
- What Is the Role of Basal Weekly Insulin in Clinical Practice? The State of the Art.Biomedicines · 2024Review
- Economic Evaluation of Once-Weekly Insulin Icodec from Italian NHS Perspective.ClinicoEconomics and outcomes research : CEOR · 2024Article
- Guideline Development for Medical Device Technology: Issues for Consideration.Journal of diabetes science and technology · 2023Article
- Exploring patient treatment decision making for osteoarthritis in the UAE: a cross-sectional adaptive choice-based conjoint study.BMC public health · 2023Article
- Medication non-adherence and therapeutic inertia independently contribute to poor disease control for cardiometabolic diseases.Scientific reports · 2022Article
- Exploring the Experiences and Needs of Patients With Type 2 Diabetes Mellitus in Sleman Regency, Yogyakarta, Indonesia: Protocol for a Qualitative Study.JMIR research protocols · 2022Article
- Changes in Treatment Satisfaction Over 3 Years in Patients With Type 2 Diabetes After Initiating Second-line Treatment.The Journal of clinical endocrinology and metabolism · 2022Observational
- Remote Pharmacist-Assisted Flash Continuous Glucose Monitoring Improves Glycemic Outcomes in Patients With Poorly Controlled Diabetes: A Retrospective Case Series.Clinical diabetes : a publication of the American Diabetes Association · 2022Article
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 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveTo examine the association between adherence to glucose-lowering agents and patient outcomes, including costs, acute-care resource utilization, and complications, in an older, type 2 diabetic population. DATA AND
methodsThe study used Truven's Medicare Supplemental database from July 1, 2009 to June 30, 2014. Patients aged 65 years or older were included if they had at least two type 2 diabetes diagnoses and received a glucose-lowering agent from July 1, 2010 through June 30, 2011. Multivariable analyses examined the relationships among 3-year patient outcomes and levels of adherence, proxied by the proportion of days covered. Outcomes included all-cause medical costs, diabetes-related medical costs, acute-care resource utilization, and acute complications.
resultsIn this study (N=123,235), higher adherence was linked to reduced costs and improved health outcomes. For example, comparing an individual with adherence of proportion of days covered <20% to one with proportion of days covered ≥80% illustrates an average saving of $28,824 in total 3-year costs. Furthermore, a 1% increase in adherence among 1,000 patients was associated with all-cause savings of $65,464 over 3 years. The probability of a hospitalization, an emergency room (ER) visit, or an acute complication decreased monotonically as adherence levels got higher, as did the number of hospitalizations, ER visits, and days hospitalized (P<0.005).
conclusionHigher adherence was associated with substantially less need for acute care, as indicated by a lowered probability of hospitalization or ER use, a reduced risk of an acute complication, and a decreased number of hospitalizations, ER visits, and days hospitalized. Higher adherence was also generally associated with lower all-cause and diabetes-related total costs, despite higher drug costs. These lower total costs were driven by the diminished acute care and outpatient costs. Results suggest that higher glucose-lowering agent adherence is associated with significant benefits for payers and older patients with type 2 diabetes.
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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.