ArticlePharmacy (Basel, Switzerland)2025
Operational Definitions of Polypharmacy and Their Association with All-Cause Hospitalization Risk: A Conceptual Framework Using Administrative Databases.
Article in Pharmacy (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
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Who cites it
4 citing papers in PubMed.
- Healthcare professionals' knowledge, attitude, and practice towards deprescribing in Gondar City, Ethiopia: a cross-sectional study.BMJ open · 2026Article
- Reducing Polypharmacy-Related Adverse Outcomes in Older Adults with Chronic Kidney Disease: A Retrospective Cohort Study of a Digitally Mediated Pharmacist Intervention.Journal of clinical medicine · 2026Article
- Polypharmacy, multimorbidity, and socioeconomic inequalities in a Spanish region: a population-based cross-sectional study.Frontiers in public health · 2026Article
- Pharmacist Intervention Models in Drug-Drug Interaction Management in Prescribed Pharmacotherapy.Pharmacy (Basel, Switzerland) · 2025Article
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6 authors.
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Abstract
Polypharmacy, defined as the concurrent use of multiple medications, increases the risk of various adverse outcomes. However, the variability in definitions across the literature contributes to substantial heterogeneity. Building on the published literature, this study aimed to identify a set of operational definitions of polypharmacy applicable to administrative databases and to assess their association with all-cause hospitalization. Data from the pharmacy refill and hospitalization databases of the Local Health Unit (LHU) of Bergamo, Lombardy, were analyzed. Patients aged ≥40 with at least one reimbursed drug prescription in 2017 were included. Prescription coverage was evaluated using total defined daily doses (DDDs), and all-cause hospitalizations from January to June 2018 were considered. Definitions explored included (i) the WHO's criterion of ≥5 medications by ATC fourth-level code; (ii) the exclusion of prescriptions usually for short-term treatments; and (iii) drugs with cumulative annual DDD ≥ 60. Approaches were assessed annually, quarterly, and monthly, and logistic regression was used to estimate odds ratios (ORs) for hospitalization risk. Among 431,620 patients, the DDD ≥ 60 definition showed the least variability (20.47-21.16%) and identified an older more complex cohort. All definitions showed a dose-dependent association with hospitalization risk. Different definitions of polypharmacy result in varying prevalence, with DDD ≥ 60 being the most consistent. A patient-centric approach is crucial to assess the appropriateness of polypharmacy.
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