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Updated: Jun 2, 2026

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
[Inappropriate prescription in the community elderly, are we aware of?]
Francisco Mera1, Delia Mestre, Jesús Almeda
1Centro de Atención Primaria CAP El Plà, Sant Feliu de Llobregat, Barcelona, España.
Objectives:
To analyse the prescription according to the STOPP (Screening Tool of Older Person's Prescriptions) and Beer's suitability criteria, and associated factors in patients over 85 years-old.
Patients And Methods:
Cross-sectional study of inappropriate prescribing to over 85 year-olds. The data recorded were: sociodemographic variables, cardiovascular risk factors, chronic illnesses, multiple medication (or polypharmacy) (4 or more) and geriatric assessment. The inappropriate prescription (IP) was evaluated according to total and cardiovascular prescription.
Results:
The mean number of drugs in the total of 78 subjects was 6.1 (3.3). Of the total number, 34.6% patients had 1 IP drug; 19.2% had 2; 15.4% had 3 or more, and in total 69.2% of patients had at least one IP drug, and 37.2% had 1 or more IP cardiovascular drugs. The therapeutic groups involved in the overall IP were benzodiazepines (BZP) 23.1%, loop diuretics 17.9%, selective serotonin reuptake inhibitors (SSRIs) 16.7%, and non-steroidal anti-inflammatory drugs (NSAIDs) made up 10.3% of the total criteria. The bivariate analyse found a relationship between the number of drugs and multiple medication (P=.030 in both) and total IP, with no significance found in cardiovascular IP. The multivariate analysis showed an association between multiple medication (OR: 1.22; 95% CI: 1.02-1.47; P=.031) and total IP, and dyslipaemia (OR: 0.30; 95% CI: 0.10-0.87; P=.026) and AHT (OR: 0.15; 95% CI: 0.03-0.78; P=.024) for cardiovascular IP.
Conclusions:
More than half the over 85 year-old patients received an inappropriate prescription. Dyslipaemia and AHT are associated with an inappropriate cardiovascular prescription, and the most frequent drug groups were, BZP, diuretics, SSRIs, and NSAIDs.
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