Observational studyJournal of managed care & specialty pharmacy2016
Impact of Out-of-Pocket Pharmacy Costs on Branded Medication Adherence Among Patients with Type 2 Diabetes.
Observational study in Journal of managed care & specialty pharmacy, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 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.
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Who cites it
26 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Cost-sharing and adherence, clinical outcomes, health care utilization, and costs: A systematic literature review.Journal of managed care & specialty pharmacy · 2023Pooled it
- Impact of financial medication assistance on medication adherence: a systematic review.Journal of managed care & specialty pharmacy · 2021Pooled it
- Incentives and Equity: A Randomized Controlled Trial to Improve Glycemic Control in Socioeconomically Disadvantaged Patients With Diabetes.Annals of family medicine · 2026Trial
- Trends in annual medication possession in older adults with type 2 diabetes.Journal of managed care & specialty pharmacy · 2026Article
- National Survey of Factors Associated with Physician Antibiotic Prescribing Preferences.Journal of general internal medicine · 2025Article
- Suitability of Measures of Pharmacy-Based Medication Adherence for Routine Clinical Use Among Patients with Chronic Diseases: A Systematic Review.Patient preference and adherence · 2025Review
- Association Between Adherence to Oral Antidiabetic Medications and Cost Sharing Among Patients with Type II Diabetes: A Cross-Sectional Study.Patient preference and adherence · 2025Article
- Burden of disease scenarios by state in the USA, 2022-50: a forecasting analysis for the Global Burden of Disease Study 2021.Lancet (London, England) · 2024Article
- The Michigan Collaborative for Type 2 Diabetes (MCT2D): Development and implementation of a statewide collaborative quality initiative.BMC health services research · 2024Article
- Use of complete medication history to identify and correct transitions-of-care medication errors at psychiatric hospital admission.PloS one · 2023Article
- Impact of list price changes on out-of-pocket costs and adherence in four high-rebate specialty drugs.PloS one · 2023Article
- "It's a mess sometimes": patient perspectives on provider responses to healthcare costs, and how informatics interventions can help support cost-sensitive care decisions.Journal of the American Medical Informatics Association : JAMIA · 2022Article
- Health informatics interventions to minimize out-of-pocket medication costs for patients: what providers want.JAMIA open · 2022Article
- Optimizing sodium-glucose co-transporter 2 inhibitor use in patients with heart failure with reduced ejection fraction: A collaborative clinical practice statement.American journal of preventive cardiology · 2021Article
- Correlation Between Changes in Brand-Name Drug Prices and Patient Out-of-Pocket Costs.JAMA network open · 2021Article
- Real-world utilization of pharmacotherapy with new evidence-based cardiovascular indications in an academic preventive cardiology practice.American journal of preventive cardiology · 2021Article
- Article
- Evaluating the relationship between quality measure adherence definitions and economic outcomes in commercial health plans: a retrospective diabetes cohort study.Journal of managed care & specialty pharmacy · 2021Article
- Comparison of Safety and Insurance Payments for Minor Hand Procedures Across Operative Settings.JAMA network open · 2020Article
- An Evaluation of Statin Use Among Patients with Type 2 Diabetes at High Risk of Cardiovascular Events Across Multiple Health Care Systems.Journal of managed care & specialty pharmacy · 2020Article
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundMedication adherence is pivotal for the successful treatment of diabetes. However, medication adherence remains a major concern, as nonadherence is associated with poor health outcomes. Studies have indicated that increasing patients' share of medication costs significantly reduces adherence. Little is known about a potential out-of-pocket (OOP) cost threshold where substantial reduction in adherence may occur.
objectiveTo examine the impact of diabetes OOP pharmacy costs on antihyperglycemic medication adherence and identify the potential threshold at which significant reduction in adherence may occur among patients with type 2 diabetes mellitus (T2DM).
methodsThis was an observational, retrospective cohort study using longitudinal U.S. pharmacy and medical claims data from the IMS Health Medical Claims (Dx) database. Patients with T2DM who initiated therapy with a branded antihyperglycemic medication during the index period (January 1, 2011, to December 31, 2011) and had 3 years of follow-up data were included. The primary outcome was adherence to antihyperglycemic medications, measured as the number of days covered. Propensity scores were calculated using baseline sociodemographic and clinical characteristics to control for potential confounding factors. Four strata were created based on mean propensity scores. Across each stratum, patients were assigned to 5 diabetes OOP pharmacy (including generics) cost levels: $0-$10, $11-$40, $41-$50, $51-$75, and > $75. Multivariate regression models were used to estimate association of diabetes OOP pharmacy costs and adherence for each stratum. Sensitivity analyses were conducted to assess the impact of total OOP pharmacy costs and index drug category OOP costs on adherence.
resultsA total of 15,416 patients were assessed. Across each stratum in the diabetes OOP pharmacy cost analysis group, mean patient age ranged from 52.3 to 56.1 years, mean number of antihyperglycemic medication classes ranged from 1.5 to 3.2, and mean household income ranged from $60,763 to $79,373. Most patients used a commercial plan (55%-85%). The propensity-stratified multivariate regression model revealed an overall negative relationship between diabetes OOP pharmacy costs and adherence across several OOP cost levels. Diabetes OOP pharmacy cost level $51-$75 appeared as the threshold at which adherence reduced significantly (77-78 fewer days of coverage over 3 years of follow-up; P < 0.05) when compared with the lowest OOP costs ($0-$10) across all strata. Adherence reduced further (99-145 fewer days of coverage; P < 0.0001) for the higher diabetes OOP pharmacy cost levels (> $75) when compared with the lowest OOP cost levels. Sensitivity analyses with total OOP pharmacy costs and index drug category OOP costs revealed negative association with adherence across all strata.
conclusionsDiabetes OOP pharmacy cost was negatively associated with patient adherence, and a potential OOP cost threshold ($51-$75) was identified at which adherence reduced significantly. The study findings may be beneficial in informing the design of health care plans to achieve optimal adherence and improve disease management in patients with T2DM. DISCLOSURES: This study was funded by Eli Lilly and Company. Eli Lilly and Company was involved in the study design; collection, analysis, and interpretation of data; preparation of the manuscript; and decision to submit for publication. Fu is an employee of Eli Lilly and Company. Taylor and Kwan are employees of Lilly USA. Fu and Kwan hold stock or stock options in Eli Lilly and Company. Bibeau was an employee of Eli Lilly and Company at the time of this study and initial submission of this manuscript. Bibeau is currently employed by Janssen Scientific Affairs. The abstract for this study was presented at the AMCP Managed Care & Specialty Pharmacy Annual Meeting 2016; April 19-22, 2016; San Francisco, California. Bibeau and Fu contributed to the study design and collected the data. All authors contributed equally to data interpretation and manuscript preparation and revision.
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