ArticleAmerican health & drug benefits2015
Adherence to Insulin Pen Therapy Is Associated with Reduction in Healthcare Costs Among Patients with Type 2 Diabetes Mellitus.
Article in American health & drug benefits, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03091712 (Insulin Degludec Titration Using Mobile Insulin Dosing System), which is not on this map. Cited by 29 papers, 2 of them syntheses 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.
Insulin Degludec Titration Using Mobile Insulin Dosing System
Who cites it
29 citing papers in PubMed, 2 syntheses or guidelines pooled it, 46 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
- A Systematic Review of Insulin Adherence Measures in Patients with Diabetes.Journal of managed care & specialty pharmacy · 2016Pooled it
- Fixed-Dose Combination Therapy as a Strategy to Improve Antidiabetic Medication Adherence in People with Type 2 Diabetes: A Narrative Review.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2026Review
- Improving medication adherence in type 2 diabetes: strategies for better clinical and economic outcomes.Diabetologia · 2026Review
- The Association Between Cost-Related Insulin Rationing and Health Care Utilization in U.S. Adults With Diabetes.Diabetes care · 2025Article
- 7. Diabetes Technology: Standards of Care in Diabetes-2025.Diabetes care · 2025Review
- Pharmacological and Benefit-Risk Profile of Once-Weekly Basal Insulin Administration (Icodec): Addressing Patients' Unmet Needs and Exploring Future Applications.Journal of clinical medicine · 2024Review
- Economic Evaluation of Once-Weekly Insulin Icodec from Italian NHS Perspective.ClinicoEconomics and outcomes research : CEOR · 2024Article
- 7. Diabetes Technology: Standards of Care in Diabetes-2024.Diabetes care · 2024Review
- Patient Satisfaction with a Dedicated Infusion Pump for Subcutaneous Treprostinil to Treat Pulmonary Arterial Hypertension.Journal of personalized medicine · 2023Article
- 7. Diabetes Technology: Standards of Care in Diabetes-2023.Diabetes care · 2023Review
- Adherence and Persistence to Insulin Therapy in People with Diabetes: Impact of Connected Insulin Pen Delivery Ecosystem.Journal of diabetes science and technology · 2022Review
- Adherence and persistence rates of major antidiabetic medications: a review.Diabetology & metabolic syndrome · 2022Review
- Factors associated with non-adherence to insulin in Type 1 and Type 2 diabetes mellitus patients in Western region of Algeria, Tlemcen: a cross-sectional study.The Pan African medical journal · 2022Article
- Pens versus syringes to deliver insulin among elderly patients with type 2 diabetes: a randomized controlled clinical trial.Diabetology & metabolic syndrome · 2021Article
- Potential Benefits of the Self-Administration of Subcutaneous Methotrexate with Autoinjector Devices for Patients: A Review.Drug, healthcare and patient safety · 2021Review
- Assessment of basal insulin adherence using 2 methodologies among Texas Medicaid enrollees with type 2 diabetes.Journal of managed care & specialty pharmacy · 2020Observational
- The Association Between Adherence to Insulin Therapy and Health Care Costs for Adults with Type 2 Diabetes: Evidence from a U.S. Retrospective Claims Database.Journal of managed care & specialty pharmacy · 2020Article
- Evaluating Glycemic Control in Patients with Type 2 Diabetes Suboptimally Controlled on Basal Insulin: UK ATTAIN Real-World Study.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2019Article
- Injectable Antihyperglycemics: A Systematic Review and Critical Analysis of the Literature on Adherence, Persistence, and Health Outcomes.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2019Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundType 2 diabetes mellitus is a chronic metabolic disorder that poses a significant economic burden on the US healthcare system associated with direct and indirect medical costs, loss of productivity, and premature mortality.
objectivesTo determine whether increased adherence to therapy among patients with type 2 diabetes who use an insulin pen is associated with reduced healthcare costs, and to describe the overall healthcare costs of patients with type 2 diabetes.
methodsThis retrospective claims database analysis used the Truven Health MarketScan Commercial and Medicare Supplemental databases to identify patients diagnosed with type 2 diabetes with at least 1 insulin pen prescription claim between January 2006 and September 2010. Insulin pen adherence was measured using the medication possession ratio (MPR). The cost outcomes included all-cause and type 2 diabetes-related costs by type of service (ie, inpatient, outpatient medical, outpatient pharmacy), which were calculated in 2011 US dollars. Insulin adherence and overall healthcare costs were evaluated over the 12-month postindex period.
resultsA total of 32,361 patients met the study inclusion criteria, with an average MPR of 0.63 (standard deviation [SD], 0.29). Overall, patients with type 2 diabetes who used an insulin pen had an average annual healthcare cost of $19,612, which was driven by inpatient costs (37.2%) and outpatient pharmacy costs (24.4%). There is a significant difference in the average annual per-patient healthcare expenditures between the least adherent group (MPR <0.20; 11.0% of patients) and the most adherent group (MPR >0.80; 34.6% of patients) $26,310 versus $23,839, respectively (P = .007). Patients with the greatest insulin adherence had higher overall pharmacy costs than patients with the lowest insulin adherence ($10,174 vs $5395, respectively; P <.001).
conclusionsThe total healthcare expenditures of patients with type 2 diabetes who utilized insulin pens decreased with improvement in adherence, suggesting that higher rates of medication adherence may present an opportunity to curb healthcare costs in insulin pen users. The average sample MPR for our study population was 0.63 (SD, 0.29), indicating that insulin adherence continues to be a challenge for successful diabetes management. More research is needed to better characterize the relationship between medication adherence and healthcare costs among insulin users with type 2 diabetes and to identify the key drivers of adherence among this patient group.
Indexed as
Identifiers
26085903PMC4467016W2167596589What OpenQuestion 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 OpenQuestion graph.