Trial reportJournal of the American Medical Informatics Association : JAMIA2013
Adherence to drug-drug interaction alerts in high-risk patients: a trial of context-enhanced alerting.
Trial report in Journal of the American Medical Informatics Association : JAMIA, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers, 9 of them syntheses 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
31 citing papers in PubMed, 9 syntheses or guidelines pooled it, 66 citations in OpenAlex.
- How does the Content and Dissemination of Communications on the Risks of Medicines Affect Prescriber Awareness, Knowledge, and Behaviour: A Systematic Review.Drug safety · 2026Pooled it
- The Effect of Computerized Alerts on Prescribing and Patient Outcomes: A Systematic Review.Applied clinical informatics · 2025Pooled it
- Conceptualizing clinical decision support as complex interventions: a meta-analysis of comparative effectiveness trials.Journal of the American Medical Informatics Association : JAMIA · 2022Pooled it
- A systematic review of theoretical constructs in CDS literature.BMC medical informatics and decision making · 2021Pooled it
- The effects of clinical decision support system for prescribing medication on patient outcomes and physician practice performance: a systematic review and meta-analysis.BMC medical informatics and decision making · 2021Pooled it
- Manually-generated reminders delivered on paper: effects on professional practice and patient outcomes.The Cochrane database of systematic reviews · 2019Pooled it
- 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
- Clinical Decision Support Systems for Drug Allergy Checking: Systematic Review.Journal of medical Internet research · 2018Pooled it
- Information Technology-Based Interventions to Improve Drug-Drug Interaction Outcomes: A Systematic Review on Features and Effects.Journal of medical systems · 2017Pooled it
- A randomized controlled trial to provide adherence information and motivational interviewing to improve diabetes and lipid control.The Diabetes educator · 2015Trial
- Challenges to Reduce Alert Burden Using Current Decision Support Infrastructure in Two Commercial EHR Systems: Lessons Learned and Path Forward.Applied clinical informatics · 2025Article
- The Impact of Customized Screening Intervals on the Burden of Drug-Drug Interaction Alerts: An Interrupted Time Series Analysis.Journal of medical systems · 2024Article
- Event Analysis for Automated Estimation of Absent and Persistent Medication Alerts: Novel Methodology.JMIR medical informatics · 2024Article
- Post-implementation optimization of medication alerts in hospital computerized provider order entry systems: a scoping review.Journal of the American Medical Informatics Association : JAMIA · 2023Article
- Appropriateness of Alerts and Physicians' Responses With a Medication-Related Clinical Decision Support System: Retrospective Observational Study.JMIR medical informatics · 2022Article
- Contextualized Drug-Drug Interaction Management Improves Clinical Utility Compared With Basic Drug-Drug Interaction Management in Hospitalized Patients.Clinical pharmacology and therapeutics · 2022Article
- Clinician Responses to a Clinical Decision Support Advisory for High Risk of Torsades de Pointes.Journal of the American Heart Association · 2022Article
- Implementation of pharmacogenomic clinical decision support for health systems: a cost-utility analysis.The pharmacogenomics journal · 2022Article
- Alerts in Clinical Decision Support Systems (CDSS): A Bibliometric Review and Content Analysis.Healthcare (Basel, Switzerland) · 2022Article
- Modulators Influencing Medication Alert Acceptance: An Explorative Review.Applied clinical informatics · 2022Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 1 institution in 1 country.
Funding
Abstract
objectiveDrug-drug interaction (DDI) alerting is an important form of clinical decision support, yet physicians often fail to attend to critical DDI warnings due to alert fatigue. We previously described a model for highlighting patients at high risk of a DDI by enhancing alerts with relevant laboratory data. We sought to evaluate the effect of this model on alert adherence in high-risk patients.
methodsA 6-month randomized controlled trial involving 1029 outpatient physicians was performed. The target interactions were all DDIs known to cause hyperkalemia. Alerts in the intervention group were enhanced with the patient's most recent potassium and creatinine levels. The control group received unmodified alerts. High -risk patients were those with baseline potassium >5.0 mEq/l and/or creatinine ≥1.5 mg/dl (132 μmol/l).
resultsWe found no significant difference in alert adherence in high-risk patients between the intervention group (15.3%) and the control group (16.8%) (p=0.71). Adherence in normal risk patients was significantly lower in the intervention group (14.6%) than in the control group (18.6%) (p<0.01). In neither group did physicians increase adherence in patients at high risk.
conclusionsPhysicians adhere poorly to hyperkalemia-associated DDI alerts even in patients with risk factors for a clinically significant interaction, and the display of relevant laboratory data in these alerts did not improve adherence levels in the outpatient setting. Further research is necessary to determine optimal strategies for conveying patient-specific DDI risk.
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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.