ArticlePloS one2017
Medication adherence, medical record accuracy, and medication exposure in real-world patients using comprehensive medication monitoring.
Article in PloS one, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
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Who cites it
17 citing papers in PubMed, 30 citations in OpenAlex.
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- Unsupervised discovery of clinical disease signatures using probabilistic independence.Journal of biomedical informatics · 2025Article
- Insulin therapy adherence and its associated factors among diabetic patients in a Ghanaian primary care hospital.PloS one · 2025Article
- Adherence With Oral Anticancer Therapies: Clinical Trial vs Real-world Experiences With a Focus on Prostate Cancer.The Journal of urology · 2023Review
- Comprehensive Medication Management Services with a Holistic Point of View, a Scoping Review.Pharmacy (Basel, Switzerland) · 2023Article
- Ethnic differences in hypertension management, medication use and blood pressure control in UK primary care, 2006-2019: a retrospective cohort study.The Lancet regional health. Europe · 2023Article
- The effect of medication reconciliation on generating an accurate medication list in a pharmacogenomics practice.Annals of translational medicine · 2022Article
- Treatment Patterns, Safety, and Patient Reported Outcomes among Adult Women with Human Epidermal Growth Factor Receptor 2-Negative Advanced Breast Cancer with or without, or with Unknown,Breast care (Basel, Switzerland) · 2022Article
- The Associations among Gender, Age, eHealth Literacy, Beliefs about Medicines and Medication Adherence among Elementary and Secondary School Teachers.International journal of environmental research and public health · 2022Article
- Efficacy of corticosteroid in decreasing scoliosis and extending time to loss of ambulation in a single clinic: an effectiveness trial.Journal of children's orthopaedics · 2020Article
- A novel direct method to determine adherence to atorvastatin therapy in patients with coronary heart disease.British journal of clinical pharmacology · 2019Article
- Electrochemical Aptamer-Based Sensors for Improved Therapeutic Drug Monitoring and High-Precision, Feedback-Controlled Drug Delivery.ACS sensors · 2019Article
- Real-World Evidence of Prostatic Urethral Lift Confirms Pivotal Clinical Study Results: 2-Year Outcomes of a Retrospective Multicenter Study.Journal of endourology · 2019Article
- Accuracy of self-reported cancer treatment data in young breast cancer survivors.Journal of patient-reported outcomes · 2019Article
- Assessment of Patient Medication Adherence, Medical Record Accuracy, and Medication Blood Concentrations for Prescription and Over-the-Counter Medications.JAMA network open · 2018Article
- Medication adherence during laboratory workup for primary aldosteronism: pilot study.Patient preference and adherence · 2018Article
Corrections and comments
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Authors and funding
11 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundPoor adherence to medication regimens and medical record inconsistencies result in incomplete knowledge of medication therapy in polypharmacy patients. By quantitatively identifying medications in the blood of patients and reconciling detected medications with the medical record, we have defined the severity of this knowledge gap and created a path toward optimizing medication therapy. METHODS AND
findingsWe validated a liquid chromatography-tandem mass spectrometry assay to detect and/or quantify 38 medications across a broad range of chronic diseases to obtain a comprehensive survey of patient adherence, medical record accuracy, and exposure variability in two patient populations. In a retrospectively tested 821-patient cohort representing U.S. adults, we found that 46% of medications assessed were detected in patients as prescribed in the medical record. Of the remaining medications, 23% were detected, but not listed in the medical record while 30% were prescribed to patients, but not detected in blood. To determine how often each detected medication fell within literature-derived reference ranges when taken as prescribed, we prospectively enrolled a cohort of 151 treatment-regimen adherent patients. In this cohort, we found that 53% of medications that were taken as prescribed, as determined using patient self-reporting, were not within the blood reference range. Of the medications not in range, 83% were below and 17% above the lower and upper range limits, respectively. Only 32% of out-of-range medications could be attributed to short oral half-lives, leaving extensive exposure variability to result from patient behavior, undefined drug interactions, genetics, and other characteristics that can affect medication exposure.
conclusionsThis is the first study to assess compliance, medical record accuracy, and exposure as determinants of real-world treatment and response. Variation in medication detection and exposure is greater than previously demonstrated, illustrating the scope of current therapy issues and opening avenues that warrant further investigation to optimize medication therapy.
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