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               <dc:title>Medication patterns in older adults with multimorbidity: a cluster analysis of primary care patients</dc:title>
               <dc:creator>Guisado Clavero, Marina</dc:creator>
               <dc:creator>Violán Fors, Concepción</dc:creator>
               <dc:creator>López Jiménez, Tomàs</dc:creator>
               <dc:creator>Roso Llorach, Albert</dc:creator>
               <dc:creator>Pons Vigués, Mariona</dc:creator>
               <dc:creator>Muñoz, Miguel Angel</dc:creator>
               <dc:creator>Foguet Boreu, Quintí</dc:creator>
               <dc:subject>Persones grans -- Malalties</dc:subject>
               <dc:subject>Older people -- Diseases</dc:subject>
               <dc:subject>Malalts crònics</dc:subject>
               <dc:subject>Chronically ill</dc:subject>
               <dc:subject>Atenció primària</dc:subject>
               <dc:subject>Primary care (Medicine)</dc:subject>
               <dc:subject>Medicaments</dc:subject>
               <dc:subject>Drugs</dc:subject>
               <dc:subject>Anàlisi de conglomerats</dc:subject>
               <dc:subject>Cluster analysis</dc:subject>
               <dc:description>Background: Older adults suffer from various chronic conditions which make them particularly vulnerable. The&#xd;
proper management of multiple drug use is therefore crucial. The aim of our study was to describe drug&#xd;
prescription and medication patterns in this population.&#xd;
Methods: A cross-sectional study in Barcelona (Spain) using electronic health records from 50 primary healthcare&#xd;
centres. Participants were aged 65 to 94 years, presenting multimorbidity (≥2 chronic diseases), and had been&#xd;
prescribed at least 1 drug for 6 months or longer during 2009. We calculated the prevalence of prescribed drugs&#xd;
and identified medication patterns using multiple correspondence analysis and k-means clustering. Analyses were&#xd;
stratified by sex and age (65–79, 80–94 years).&#xd;
Results: We studied 164,513 patients (66.8% women) prescribed a median of 4 drugs (interquartile range&#xd;
[IQR] = 3–7) in the 65–79 age-group and 6 drugs (IQR = 4–8) in the 80–94 age-group. A minimum of 45.9% of&#xd;
patients aged 65–79 years, and 61.8% of those aged 80–94 years, were prescribed 5 or more drugs. We&#xd;
identified 6 medication patterns, a non-specific one and 5 encompassing 8 anatomical groups (alimentary&#xd;
tract and metabolism, blood, cardiovascular, dermatological, musculo-skeletal, neurological, respiratory, and&#xd;
sensory organ).&#xd;
Conclusions: Drug prescription is widespread among the elderly. Six medication patterns were identified, 5 of&#xd;
which were related to one or more anatomical group, with associations among drugs from different systems.&#xd;
Overall, guidelines do not accurately reflect the situation of the elderly multimorbid, new strategies for&#xd;
managing multiple drug uses are needed to optimize prescribing in these patients</dc:description>
               <dc:date>2024-06-18T12:37:37Z</dc:date>
               <dc:date>2024-06-18T12:37:37Z</dc:date>
               <dc:date>2019-06-13</dc:date>
               <dc:type>info:eu-repo/semantics/article</dc:type>
               <dc:type>info:eu-repo/semantics/publishedVersion</dc:type>
               <dc:type>peer-reviewed</dc:type>
               <dc:identifier>http://hdl.handle.net/10256/18217</dc:identifier>
               <dc:relation>info:eu-repo/semantics/altIdentifier/doi/10.1186/s12875-019-0969-9</dc:relation>
               <dc:relation>info:eu-repo/semantics/altIdentifier/eissn/1471-2296</dc:relation>
               <dc:rights>Attribution 4.0 International</dc:rights>
               <dc:rights>http://creativecommons.org/licenses/by/4.0/</dc:rights>
               <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
               <dc:publisher>BMC</dc:publisher>
               <dc:source>BMC Family Practice, 2019, vol. 20, p. 82</dc:source>
               <dc:source>Articles publicats (D-I)</dc:source>
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