ArticleJournal of managed care & specialty pharmacy2019
Navigating the Wild West of Medication Adherence Reporting in Specialty Pharmacy.
Article in Journal of managed care & specialty pharmacy, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 86 papers, 3 of them syntheses that pooled it.
What it found
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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
86 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Medication adherence to inhalation therapy and the risk of COPD exacerbations: a systematic review with meta-analysis.BMJ open respiratory research · 2024Pooled it
- Real-world adherence to, and persistence with, once- and twice-daily oral disease-modifying drugs in patients with multiple sclerosis: a systematic review and meta-analysis.BMC neurology · 2020Pooled it
- Refill Adherence Measures and Its Association with Economic, Clinical, and Humanistic Outcomes Among Pediatric Patients: A Systematic Review.International journal of environmental research and public health · 2020Pooled it
- Statin adherence among patients with hypertension in Swedish primary health care: a QregPV cohort study using explainable machine learning.European heart journal. Cardiovascular pharmacotherapy · 2026Article
- Early Adherence to Immunomodulators in Multiple Myeloma: Retrospective Observations from a Safety-Net Hospital.Current oncology (Toronto, Ont.) · 2026Article
- Long-term prophylaxis in hereditary angioedema: Real-world treatment patterns and healthcare resource utilization.The World Allergy Organization journal · 2026Article
- The impact of data source on real-world medication adherence and exposure measures: From prescription to sold.Journal of managed care & specialty pharmacy · 2026Article
- Trial emulation of percutaneous left atrial appendage occlusion versus direct oral anticoagulants.Journal of interventional cardiac electrophysiology : an international journal of arrhythmias and pacing · 2026Article
- Finding consensus on meaningful reporting measures for rheumatoid arthritis: Results from a modified Delphi study.Journal of managed care & specialty pharmacy · 2026Article
- Real-World Characteristics, Treatment Patterns, and Outcomes in Adult Patients Receiving Abrocitinib for Atopic Dermatitis in China: Interim Analysis from the AHEAD Registry.Dermatology and therapy · 2026Article
- Depression is associated with lower adherence to cardioprotective medications in adults with type 1 diabetes.Acta diabetologica · 2026Article
- Subgroup identification of disparities in buprenorphine discontinuation in opioid-use disorder: A Virtual Twins machine learning approach using nationwide United States claims data, 2006-2022.PLOS mental health · 2026Article
- Measuring Adherence to Multiple Medications Using Guideline-Directed Medical Therapy as a Model.medRxiv : the preprint server for health sciences · 2025Article
- Real-World Adherence and Persistence of Upfront Therapy in Patients with Pulmonary Arterial Hypertension in the United States.Pulmonary therapy · 2025Article
- Adherence and Persistence on Relugolix for the Treatment of Prostate Cancer in the United States Medicare Fee-for-Service Population.Urology practice · 2025Article
- Article
- Medication Adherence Measurement in Chronic Diseases: A State-of-the-Art Review of the Literature.Nursing reports (Pavia, Italy) · 2025Review
- Observational
- New York state's paid family leave improved postpartum health care among women with hypertensive disorders in pregnancy.Health affairs scholar · 2025Article
- Adherence to GLP-1 receptor agonists and SGLT2 inhibitors by out-of-pocket spending among Medicare beneficiaries with diabetes.Diabetes, obesity & metabolism · 2025Article
26 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Estimating medication adherence through the use of pharmacy claims-based adherence calculations such as medication possession ratio (MPR) and proportion of days covered (PDC) plays a significant role in specialty pharmacy practice. Although MPR and PDC are frequently used in clinical practice, calculation methodologies vary, making meaningful comparisons of adherence rates difficult. In addition, MPR and PDC are increasingly used by insurance companies, pharmacies, accrediting bodies, and drug manufacturers to demonstrate quality differences or clinical benefit across the specialty pharmacy industry. Therefore, recognizing the source and effect of calculation variability is necessary to fully understand reported adherence results. This article highlights the challenges in standardizing adherence methodologies, minimum methodology considerations that should be reported with MPR and PDC results, and key elements to consider when interpreting and applying adherence results. Further, recommendations are provided to promote a more consistent description of calculation methods and to aid pharmacies in adherence measure analysis, interpretation, and application to practice, with a focus on specialty pharmacy programs. A detailed description of methodology as outlined in this article must be provided to ensure reproducibility, external validation, and scientific rigor. In the absence of standardization, specialty pharmacies should be prudent in their use of adherence calculations as a clinical benchmarking tool or comparative quality indicator with outside organizations. Furthermore, specialty pharmacies should consider using current adherence measure calculations to identify and provide targeted interventions to patients with potential adherence problems and strive to better demonstrate ties between adherence measures and direct clinical and cost outcomes. DISCLOSURES: No outside funding supported the writing of this article. Anguiano is a speaker and research consultant for United Therapeutics. The other authors have nothing to disclose.
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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.