ArticleBMJ open2018
Assessing the ability of the Drug-Associated Risk Tool (DART) questionnaire to stratify hospitalised older patients according to their risk of drug-related problems: a cross-sectional validation study.
Article in BMJ open, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed.
- Prediction tools to prioritise hospitalised adult patients at risk of drug related problems: An umbrella review.PLOS digital health · 2026Article
- Drug-related problems identified in patients attending primary healthcare centers in Jordan.Medicine · 2026Observational
- Article
- Older patient participation in discharge medication communication: an observational study.BMJ open · 2023Observational
- The impact of pharmacist-led medication reconciliation and interprofessional ward rounds on drug-related problems at hospital discharge.International journal of clinical pharmacy · 2023Article
- Development and validation of a pharmaceutical assessment screening tool to prioritise patient care in a tertiary care hospital.PloS one · 2023Article
- Pharmaceutical Discharge Management: Implementation in Swiss Hospitals Compared to International Guidelines.Pharmacy (Basel, Switzerland) · 2021Article
- Facilitators and barriers for performing comprehensive medication reviews and follow-up by multiprofessional teams in older hospitalised patients.European journal of clinical pharmacology · 2020Article
- Risk factors for drug-related problems in a general hospital: A large prospective cohort.PloS one · 2020Article
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7 authors.
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Abstract
objectivesThe Drug-Associated Risk Tool (DART) has been developed as a self-administered questionnaire for patients with the aim of stratifying patients according to their risk of drug-related problems (DRPs). We aimed to validate the ability of the questionnaire to distinguish between hospitalised patients showing lower and higher numbers of DRPs.
designCross-sectional study assessing the questionnaire's concurrent criterion validity.
settingFive geriatric and the associated physical and neurological rehabilitation wards of a Swiss regional secondary care hospital with 617 beds.
participantsWe recruited 110 patients from a total of 437 admissions. Exclusion criteria were insufficient knowledge in spoken or written German, medical conditions preventing meaningful conversations and already receiving pharmacy services.
interventionsComprehensive pharmacist-led clinical medication reviews were performed, including patient interviews, to identify potential and manifest DRPs. A cluster analysis was conducted to assess the discriminatory potential of the DART to group patients according to number (low and high) of identified DRPs. A subsequent discriminatory function analysis was performed to reduce the number of items. We determined which DART items may be used to trigger what type of medication review.
resultsRecruited patients had a median age of 79 years and were prescribed a median of 11 drugs. Patients with a median DART score of 10 and a median of 3 DRPs represented one cluster, whereas patients with a median DART score of 15 and a median of 8 DRPs represented another cluster. Discriminatory function analysis reduced the questionnaire to five items with a moderate to strong correlation with the number of DRPs per patient (Spearman's rank correlation ρ=0.44). Additional items were associated with patients benefiting from interviews.
conclusionsAs a self-administered questionnaire for patients, the DART may be used to stratify hospitalised non-acute older patients in groups of having low and high likelihood of DRPs. The analyses showed that a short form of the DART can be used instead of the full tool to identify older inpatients at risk for DRPs. Additional eight items from the DART may be used to initiate additional clinical pharmacy services. The linkage between certain DART questions and type of medication review enables pharmacist resource allocation.
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