ArticleDrug safety2015
Evaluation of an automated surveillance system using trigger alerts to prevent adverse drug events in the intensive care unit and general ward.
Article in Drug safety, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 1 of them a synthesis that pooled it.
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Who cites it
14 citing papers in PubMed, 1 synthesis or guideline pooled it, 19 citations in OpenAlex.
- Implementation of patient safety monitoring systems in hospitals: a systematic review.BMJ health & care informatics · 2025Pooled it
- Real-time active surveillance for drug-induced Thrombocytopenia: A prospective interventional study.Exploratory research in clinical and social pharmacy · 2026Article
- Supratherapeutic drug concentration triggers: A novel data-driven approach to assess their value for medication safety surveillance in intensive care.British journal of clinical pharmacology · 2026Article
- Clinical validation of clinical decision support systems for medication review: A scoping review.British journal of clinical pharmacology · 2022Article
- Association between neonatal intensive care unit medication safety practices, adverse events, and death.Journal of perinatology : official journal of the California Perinatal Association · 2021Article
- Effect of Best Practice Advisories on Sedation Protocol Compliance and Drug-Related Hazardous Condition Mitigation Among Critical Care Patients.Critical care medicine · 2020Observational
- Clinical pharmacist intervention reduces mortality in patients with acute myocardial infarction: a propensity score matched analysis.European journal of hospital pharmacy : science and practice · 2019Article
- Evaluation of accuracy of IHI Trigger Tool in identifying adverse drug events: a prospective observational study.British journal of clinical pharmacology · 2018Observational
- Trigger alerts associated with laboratory abnormalities on identifying potentially preventable adverse drug events in the intensive care unit and general ward.Therapeutic advances in drug safety · 2018Article
- Preventable adverse drug events in critically ill HIV patients: Is the detection of potential drug-drug interactions a useful tool?Clinics (Sao Paulo, Brazil) · 2018Article
- Leveraging Food and Drug Administration Adverse Event Reports for the Automated Monitoring of Electronic Health Records in a Pediatric Hospital.Biomedical informatics insights · 2017Article
- Adverse drug events in patients with advanced chronic conditions who have a prognosis of limited life expectancy at hospital admission.European journal of clinical pharmacology · 2017Article
- Clinical decision support for drug related events: Moving towards better prevention.World journal of critical care medicine · 2016Review
- Effectiveness of the clinical pharmacist in reducing mortality in hospitalized cardiac patients: a propensity score-matched analysis.Therapeutics and clinical risk management · 2016Article
Corrections and comments
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Authors and funding
3 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
introductionAdverse events in the intensive care unit (ICU) may be associated with several possible causes, so determining a drug-related causal assessment is more challenging than in general ward patients. Therefore, the hypothesis was that automated trigger alerts may perform differently in various patient care settings. The purpose of this study was to compare the frequency and type of clinically significant automated trigger alerts in critically ill and general ward patients as well as evaluate the performance of alerts for drug-related hazardous conditions (DRHCs).
methodsA retrospective cohort study was conducted in adult ICU and general ward patients at three institutions (academic, community, and rural hospital) in a health system. Automated trigger alerts generated during two nonconsecutive months were obtained from a centralized database. Pharmacist responses to alerts and prescriber response to recommendations were evaluated for all alerts. A clinical significant event was defined as an actionable intervention requiring drug therapy changes that the pharmacist determined to be appropriate for patient safety and where the physician accepted the pharmacist's recommendation. The positive predictive value (PPV) was calculated for each trigger alert considered a DRHC (i.e., abnormal laboratory values and suspected drug causes).
resultsA total of 751 alerts were generated in 623 patients during the study period. Pharmacists intervened on 39.8 and 44.8 % alerts generated in the ICU and general ward, respectively. Overall, the physician acceptance rate of approximately 90 % was comparable irrespective of patient care setting. Therefore, the number of clinically significant alerts was 88.9 and 83.4 % for the ICU and non-ICU, respectively. The types of drug therapy changes were similar between settings. The PPV of alerts identifying a DRHC was 0.66 in the ICU and 0.76 in general ward patients.
conclusionsThe number and type of clinically significant alerts were similar irrespective of patient population, suggesting that the alerts may be equally as beneficial in the ICU population, despite the challenges in drug-related event adjudication. An opportunity exists to improve the performance of alerts in both settings, so quality improvement programs for measuring alert performance and making refinements is needed.
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