Observational studyBMC nephrology2014
Understanding physicians' behavior toward alerts about nephrotoxic medications in outpatients: a cross-sectional analysis.
Observational study in BMC nephrology, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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
17 citing papers in PubMed, 1 synthesis or guideline pooled it, 33 citations in OpenAlex.
- Medication safety alert fatigue may be reduced via interaction design and clinical role tailoring: a systematic review.Journal of the American Medical Informatics Association : JAMIA · 2019Pooled it
- Proton Pump Inhibitor Use Exceeding the U.S. Food and Drug Administration Approved Treatment Duration for Patients With Peptic Ulcer Disease: A Retrospective Cohort Study.Pharmacoepidemiology and drug safety · 2025Article
- A clinical decision support system promotes the appropriate use of drugs in hospitalized patients with kidney impairment.Journal of pharmaceutical health care and sciences · 2025Review
- Assessment of Potentially Nephrotoxic Drug Prescriptions in Chronic Kidney Disease Outpatients at a Hospital in Indonesia.International journal of nephrology and renovascular disease · 2025Article
- Appropriateness of Alerts and Physicians' Responses With a Medication-Related Clinical Decision Support System: Retrospective Observational Study.JMIR medical informatics · 2022Article
- Barriers and enablers to implementing and using clinical decision support systems for chronic diseases: a qualitative systematic review and meta-aggregation.Implementation science communications · 2022Review
- Renal medication-related clinical decision support (CDS) alerts and overrides in the inpatient setting following implementation of a commercial electronic health record: implications for designing more effective alerts.Journal of the American Medical Informatics Association : JAMIA · 2021Article
- Appropriateness of Overridden Alerts in Computerized Physician Order Entry: Systematic Review.JMIR medical informatics · 2020Review
- Observational
- Article
- Article
- Impact of a clinical decision support system for drug dosage in patients with renal failure.International journal of clinical pharmacy · 2018Article
- The national cost of adverse drug events resulting from inappropriate medication-related alert overrides in the United States.Journal of the American Medical Informatics Association : JAMIA · 2018Article
- Medication-related clinical decision support alert overrides in inpatients.Journal of the American Medical Informatics Association : JAMIA · 2018Observational
- Determining Inappropriate Medication Alerts from "Inaccurate Warning" Overrides in the Intensive Care Unit.Applied clinical informatics · 2018Article
- Renal Drug Dosing. Effectiveness of Outpatient Pharmacist-Based vs. Prescriber-Based Clinical Decision Support Systems.Applied clinical informatics · 2016Article
- Using the diffusion of innovations theory to assess socio-technical factors in planning the implementation of an electronic health record alert across multiple primary care clinics.Journal of innovation in health informatics · 2016Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 4 institutions in 2 countries.
Funding
Abstract
backgroundAlthough most outpatients are relatively healthy, many have chronic renal insufficiency, and high override rates for suggestions on renal dosing have been observed. To better understand the override of renal dosing alerts in an outpatient setting, we conducted a study to evaluate which patients were more frequently prescribed contraindicated medications, to assess providers' responses to suggestions, and to examine the drugs involved and the reasons for overrides.
methodsWe obtained data on renal alert overrides and the coded reasons for overrides cited by providers at the time of prescription from outpatient clinics and ambulatory hospital-based practices at a large academic health care center over a period of 3 years, from January 2009 to December 2011. For detailed chart review, a group of 6 trained clinicians developed the appropriateness criteria with excellent inter-rater reliability (κ=0.93). We stratified providers by override frequency and then drew samples from the high- and low-frequency groups. We measured the rate of total overrides, rate of appropriate overrides, medications overridden, and the reason(s) for override.
resultsA total of 4120 renal alerts were triggered by 584 prescribers in the study period, among which 78.2% (3,221) were overridden. Almost half of the alerts were triggered by 40 providers and one-third was triggered by high-frequency overriders. The appropriateness rates were fairly similar, at 28.4% and 31.6% for high- and low-frequency overriders, respectively. Metformin, glyburide, hydrochlorothiazide, and nitrofurantoin were the most common drugs overridden. Physicians' appropriateness rates were higher than the rates for nurse practitioners (32.9% vs. 22.1%). Physicians with low frequency override rates had higher levels of appropriateness for metformin than the high frequency overriders (P=0.005).
conclusionA small number of providers accounted for a large fraction of overrides, as was the case with a small number of drugs. These data suggest that a focused intervention targeting primarily these providers and medications has the potential to improve medication safety.
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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.