ArticleDrugs & aging2020
Frequency and Predictors of Polypharmacy in US Medicare Patients: A Cross-Sectional Analysis at the Patient and Physician Levels.
Article in Drugs & aging, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05091879 (Implementation and Evaluation of Preemptive Pharmacogenomics Testing in an Aging Population), which is not on this map. Cited by 17 papers.
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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.
Implementation and Evaluation of Preemptive Pharmacogenomics Testing in an Aging Population
Who cites it
17 citing papers in PubMed, 27 citations in OpenAlex.
- Building on the 2025 National Academies Pharmacy Workshop: health systems financially supported pharmacist roles.Health affairs scholar · 2026Article
- Exploring Risks of Adverse Drug Events From Single Drug to Three-Drug Combination.Clinical and translational science · 2026Article
- Prescription drug monitoring programs and perioperative opioid prescribing and adverse events.Health affairs scholar · 2025Article
- Potential Drug Dose-Specific Adverse Three-Drug Combinations: A US Insurance Claims Data-Based Study.Pharmacoepidemiology and drug safety · 2025Article
- Association of opioid and benzodiazepine coprescribing with adverse events among older adults with cancer.Journal of the National Cancer Institute · 2025Article
- Discovering Severe Adverse Reactions From Pharmacokinetic Drug-Drug Interactions Through Literature Analysis and Electronic Health Record Verification.Clinical pharmacology and therapeutics · 2025Article
- Polypharmacy Is Associated with Sociodemographic Factors and Socioeconomic Status in United States Adults.Pharmacy (Basel, Switzerland) · 2024Article
- Risk Factors Associated With Polypharmacy and Potentially Inappropriate Medication Use in Ambulatory Care Among the Elderly in the United States: A Cross-Sectional Study.Drugs - real world outcomes · 2023Article
- Polypharmacy in US Medicare beneficiaries with antineutrophil cytoplasmic antibody vasculitis.Journal of managed care & specialty pharmacy · 2023Article
- Uses and perceptions of medications among French older adults: results from the 2020 French Health Barometer survey.BMC geriatrics · 2022Article
- Impact and acceptance of pharmacist-led interventions during HIV care in a third-level hospital in Spain using the Capacity-Motivation-Opportunity pharmaceutical care model: the IRAFE study.European journal of hospital pharmacy : science and practice · 2021Article
- Article
- An Update on Medication Use in Older Adults: a Narrative Review.Current epidemiology reports · 2021Review
- Sex differences in multimorbidity and polypharmacy trends: A repeated cross-sectional study of older adults in Ontario, Canada.PloS one · 2021Article
- Polypharmacy Among Privately Insured Adults with Cerebral Palsy: A Retrospective Cohort Study.Journal of managed care & specialty pharmacy · 2020Article
- COVID-SAFER: Deprescribing Guidance for Hydroxychloroquine Drug Interactions in Older Adults.Journal of the American Geriatrics Society · 2020Article
- Fragmented Ambulatory Care and Medication Count among Older Adults.American journal of medical quality : the official journal of the American College of Medical QualityArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors at 4 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundPolypharmacy in older patients increases the risk of medication-related adverse events and can be a marker of unnecessary care.
objectivesThe aim of this study was to describe the frequency of polypharmacy among patients 65 years of age or older and identify factors associated with the occurrence of patient-level and physician-level polypharmacy.
methodsWe performed a cross-sectional analysis of 100% Medicare claims data from January 1, 2016 to December 31, 2016. All patients with continuous Medicare coverage (Parts A, B, and D) throughout 2016 who were 65 years of age or older and who were prescribed at least one medication for at least 30 days were included in the analysis. Each patient was attributed to the primary care physician who prescribed them the most medications. Physicians treating fewer than ten patients were excluded. We defined polypharmacy based on the highest number of concurrent medications at any point during the year. We used hierarchical linear regression to study patient- and physician-level characteristics associated with high prescribing rates.
resultsWe identified 25,747,560 patients attributed to 147,879 primary care physicians. The patient-level mean [standard deviation (SD)] concurrent medication rate was 5.6 (3.3), and the physician-level mean (SD) was 5.6 (1.1). A total of 6108 physicians (4.1% of sample) had a mean concurrent number of medications greater than two SDs above the physician-level mean. At the patient level in the adjusted model, a history of HIV/AIDS, diabetes mellitus, solid organ transplant, and systolic heart failure were the comorbidities most strongly associated with polypharmacy. The relative difference in number of medications associated with these comorbidities were 1.89, 1.39, 1.32, and 1.06, respectively. At the physician level, increased time since medical school graduation and smaller practice size were associated with lower rates of polypharmacy.
conclusionsPatterns of high prescribing to older patients is common and measurable at the physician level. Addressing high outlier prescribers may represent an opportunity to reduce avoidable harm and excessive costs.
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