Table 2

Final ranking list of the 27 risk factors contributing to the occurrence of DRPs rated by the expert panel as ‘important’ (Likert scale: 4) or ‘rather important’ (Likert scale: 3)

Risk factorDelphiNGTLiterature
MedianIQRRanking listQualitative analysis
Dementia, cognitive situation, low IQ, confused patient44.00–4.00Yes10, 17, 18, 19, 20
Polypharmacy (number of drugs >5)44.00–4.00YesYes10, 17, 18, 21, 22, 5
Antiepileptics44.00–4.00Yes23, 24, 20, 25
Anticoagulants44.00–4.00Yes10, 21, 23, 26, 5
Combinations of NSAID and oral anticoagulants44.00–4.00Yes20
Insulin44.00–4.00Yes10, 23, 24
Missing information, half-knowledge of the patient, the patient does not understand the goal of the therapy44.00–3.25Yes11
Medication with a narrow therapeutic window44.00–3.25YesYes5
Non-adherence44.00–3.00Yes10
Polymorbidity3.54.00–3.00YesYes10, 22
Digoxin34.00–3.0024, 20, 27
Renal impairment (eGFR <30 mL/min)34.00–3.00Yes10, 22, 20
NSAIDs34.00–3.00Yes5, 10, 21, 23, 24, 25
Experience of ADR33.75–3.00YesYes22
Medication that is difficult to handle33.75–3.00Yes
Language issues (ie, non-native speakers)33.00–3.00YesYes
Diuretics33.00–3.00Yes5, 10, 19, 23, 24, 26, 25
Tricyclic antidepressants33.00–3.0021, 20
Hepatic impairment33.00–3.00Yes22, 20
Self-medication with non-prescribed medicines33.00–3.00YesYes
Impaired manual skills (causing handling difficulties)33.00–3.00Yes
Visual impairment33.00–3.00YesYes17
Anticholinergic drugs33.00–3.0028
Benzodiazepines33.00–3.0021, 20, 28, 25, 29
Opiates/opioids33.00–3.0010, 23, 26, 20, 25
Corticosteroids33.00–2.0010, 23, 24
Oral antidiabetics33.00–2.0010, 23, 24
  • The sequence represents the ratings of the Delphi survey indicating median ratings and IQR, and appearance in the NGT ranking list, the qualitative analysis of the NGT and in the literature. Factors with no reference in the literature section were only mentioned by the experts.

  • ADR, adverse drug reaction; DRP, drug-related problem; eGFR, estimated glomerular filtration rate; NGT, nominal group technique; NSAID, non-steroidal anti-inflammatory drugs.