ReviewJMIR medical informatics2020
Appropriateness of Overridden Alerts in Computerized Physician Order Entry: Systematic Review.
Review in JMIR medical informatics, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 55 papers, 5 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
55 citing papers in PubMed, 5 syntheses or guidelines pooled it, 110 citations in OpenAlex.
- Alert fatigue measurement in clinical decision support: a systematic review.Journal of the American Medical Informatics Association : JAMIA · 2026Pooled it
- How intervention studies measure the effectiveness of medication safety-related clinical decision support systems in primary and long-term care: a systematic review.BMC medical informatics and decision making · 2024Pooled it
- Effectiveness of non-interruptive nudge interventions in electronic health records to improve the delivery of care in hospitals: a systematic review.Journal of the American Medical Informatics Association : JAMIA · 2023Pooled it
- Exploring the relationship between electronic health records and provider burnout: A systematic review.Journal of the American Medical Informatics Association : JAMIA · 2021Pooled it
- Optimizing clinical decision support alerts in electronic medical records: a systematic review of reported strategies adopted by hospitals.Journal of the American Medical Informatics Association : JAMIA · 2021Pooled it
- Patterns of CDSS adoption in primary care: a cluster analysis and predictive modelling study from a stepped wedge trial.Implementation science : IS · 2026Trial
- Provider Interaction With an Electronic Health Record Notification to Identify Eligible Patients for a Cluster Randomized Trial of Advance Care Planning in Primary Care: Secondary Analysis.Journal of medical Internet research · 2023Trial
- Verification of the value of optimization of the medication-related clinical decision support system in China, a hospital-based study.JAMIA open · 2026Article
- Experiences of Alert Fatigue and Its Contributing Factors in Hospitals: Qualitative Study.Journal of medical Internet research · 2026Article
- Identifying false-positive drug allergy alerts based on drug tolerance assertions: a retrospective study.JAMIA open · 2026Article
- Duplicate Prescription Patterns in Patients With Substance Use Disorders.Pharmacology research & perspectives · 2026Article
- Trends and Outcomes of Naloxone Use for Iatrogenic Opioid Overdose in Patients on General Wards in a Swiss Hospital: A Ten-Year Retrospective Case Series Analysis.Drug, healthcare and patient safety · 2026Article
- Reducing Low-Value Delirium Care Using Behavioral Design in the Electronic Medical Record.Journal of Brown hospital medicine · 2026Article
- The impact of patient information on prescribing errors: Insights from pharmaceutical interventions.Exploratory research in clinical and social pharmacy · 2025Article
- High effectiveness of the digitalization of the GESIDA clinical guideline for HIV patient management.BMC health services research · 2025Article
- Management and governance of medication prescribing alerts among hospitals in Japan: a nationwide survey.BMJ open quality · 2025Article
- A Systematic Approach to Screen, Identify, and Correct Malfunctioning Interruptive Alerts.Applied clinical informatics · 2025Article
- Article
- Evaluation of Diagnostic Recommendations Embedded in Medication Alerts: Prospective Single-Arm Interventional Study.Journal of medical Internet research · 2025Article
- Allergy alerting and overrides for opioid analogues across two health systems.BMJ health & care informatics · 2025Observational
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe clinical decision support system (CDSS) has become an indispensable tool for reducing medication errors and adverse drug events. However, numerous studies have reported that CDSS alerts are often overridden. The increase in override rates has raised questions about the appropriateness of CDSS application along with concerns about patient safety and quality of care.
objectiveThe aim of this study was to conduct a systematic review to examine the override rate, the reasons for the alert override at the time of prescribing, and evaluate the appropriateness of overrides.
methodsWe searched electronic databases, including Google Scholar, PubMed, Embase, Scopus, and Web of Science, without language restrictions between January 1, 2000 and March 31, 2019. Two authors independently extracted data and crosschecked the extraction to avoid errors. The quality of the included studies was examined following Cochrane guidelines.
resultsWe included 23 articles in our systematic review. The range of average override alerts was 46.2%-96.2%. An average of 29.4%-100% of the overrides alerts were classified as appropriate, and the rate of appropriateness varied according to the alert type (drug-allergy interaction 63.4%-100%, drug-drug interaction 0%-95%, dose 43.9%-88.8%, geriatric 14.3%-57%, renal 27%-87.5%). The interrater reliability for the assessment of override alerts appropriateness was excellent (kappa=0.79-0.97). The most common reasons given for the override were "will monitor" and "patients have tolerated before."
conclusionsThe findings of our study show that alert override rates are high, and certain categories of overrides such as drug-drug interaction, renal, and geriatric were classified as inappropriate. Nevertheless, large proportions of drug duplication, drug-allergy, and formulary alerts were appropriate, suggesting that these groups of alerts can be primary targets to revise and update the system for reducing alert fatigue. Future efforts should also focus on optimizing alert types, providing clear information, and explaining the rationale of the alert so that essential alerts are not inappropriately overridden.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.