Related Experiment Video
Updated: Feb 7, 2026

Usability Evaluation of Augmented Reality: A Neuro-Information-Systems Study
Published on: November 30, 2022
Evidence-based usability design principles for medication alerting systems
Romaric Marcilly1, Elske Ammenwerth2, Erin Roehrer3
1Univ. Lille, INSERM, CHU Lille, CIC-IT / Evalab 1403 - Centre d'Investigation clinique, EA 2694, F-59000 Lille, France, Maison Régionale de la Recherche Clinique, 6 rue du professeur Laguesse, 59000, Lille, France. romaric.marcilly@univ-lille.fr.
Background:
Usability flaws in medication alerting systems may have a negative impact on clinical use and patient safety. In order to prevent the release of alerting systems that contain such flaws, it is necessary to provide designers and evaluators with evidence-based usability design principles. The objective of the present study was to develop a comprehensive, structured list of evidence-based usability design principles for medication alerting systems.
Methods:
Nine sets of design principles for medication alerting systems were analyzed, summarized, and structured. We then matched the summarized principles with a list of usability flaws in order to determine the level of underlying evidence.
Results:
Fifty-eight principles were summarized from the literature and two additional principles were defined, so that each flaw was matched with a principle. We organized the 60 summarized usability design principles into 6 meta-principles, 38 principles, and 16 sub-principles. Only 15 principles were not matched with a usability flaw. The 6 meta-principles respectively covered the improvement of the signal-to-noise ratio, the support for collaborative working, the fit with a clinician's workflow, the data display, the transparency of the alerting system, and the actionable tools to be provided within an alert.
Conclusions:
It is possible to develop an evidence-based, structured, comprehensive list of usability design principles that are specific to medication alerting systems and are illustrated by the corresponding usability flaws. This list represents an improvement over the current literature. Each principle is now associated with the best available evidence of its violation. This knowledge may help to improve the usability of medication alerting systems and, ultimately, decrease the harmful consequences of the systems' usability flaws.
More Related Videos
05:47Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
07:31Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
Published on: May 15, 2020
Related Concept Videos
Design Example: Application of Archimedes' Principle
The volume of seawater displaced by the block is determined by first calculating the block's weight. This is done by multiplying the...
The Evidence for Evolution
The Uncertainty Principle
Hardy-Weinberg Principle
The Pauli Exclusion Principle
The Aufbau Principle and Hund's Rule