Related Experiment Video
Updated: Jul 19, 2026

Digital Home-Monitoring of Patients after Kidney Transplantation: The MACCS Platform
Published on: April 12, 2021
Are computerised monitoring systems of value to improve pharmacovigilance in paediatric patients?
Antje Neubert1, Harald Dormann, Jutta Weiss
1Department of Experimental and Clinical Pharmacology and Toxicology, Friedrich Alexander University Erlangen-Nürnberg, Fahrstrasse 17, 91054, Erlangen, Germany.
Insights
A computerized monitoring system (CMS) for adverse drug reactions (ADRs) showed high sensitivity but low specificity in a pediatric ward. While it detected some ADRs missed by physicians, its low specificity limits daily clinical use for ADR detection in children.
Area of Science:
- Pharmacoepidemiology
- Clinical Informatics
- Pediatric Pharmacology
Background:
- Adverse drug reactions (ADRs) are a significant concern in pediatric healthcare.
- Effective detection of ADRs is crucial for patient safety and improved treatment outcomes.
- Computerized monitoring systems (CMS) offer potential for automated ADR detection.
Purpose of the Study:
- To evaluate a CMS utilizing laboratory test results for detecting ADRs in a pediatric ward.
- To compare the ADR detection capabilities of CMS with traditional physician-based reporting.
Main Methods:
- A 6-month prospective pharmacoepidemiological survey was conducted on a pediatric isolation ward.
- ADRs were identified through intensive chart review and spontaneous physician reporting.
- A CMS generated automatic laboratory signals to identify potential ADRs, classified using WHO-ART system organ classes.
Main Results:
- A total of 73 ADRs were identified; the CMS alerted to 42.4% and physicians solely identified 31.5%.
- The overall ADR detection rate, combining both methods, reached 74%.
- The CMS demonstrated high sensitivity (90.3%) but low specificity (19.6%) in alerting to ADRs.
Conclusions:
- The CMS detected different types of mild adverse events compared to physician observations.
- While sensitive, the CMS's low specificity makes it currently unacceptable for routine physician use in daily practice.
- Intensified surveillance remains the optimal method for detecting clinically important ADRs in pediatric patients.
Objective:
The aim of the present study was to evaluate a computerised monitoring system (CMS) based on laboratory test results for the detection of adverse drug reactions (ADRs) on a paediatric ward.
Methods:
A prospective, 6-month pharmacoepidemiological survey was performed on a 22-bed paediatric isolation ward. ADRs were identified by intensive chart review. In addition to spontaneous reporting by the treating physician, automatic laboratory signals generated by a CMS were evaluated for their association with ADRs. ADRs were classified by the affected target organs according to the WHO-ART system organ classes.
Results:
A total of 73 ADRs were identified in 439 admissions (396 patients) by chart review. The CMS alerted 31 (42.4%) ADRs while 23 (31.5%) ADRs were found solely by treating physicians. Eight ADRs were detected by both approaches resulting in a total detection rate of 74% (compared with intensive pharmacovigilance). Out of a total of 27,434 laboratory tests performed routinely, 1,563 were classified as abnormal by the predefined CMS and used as the basis of alerts. The sensitivity of the system with respect to patients alerted was 90.3% and the specificity only 19.6%.
Conclusion:
This study demonstrates that, using CMS, a different kind of mild adverse events were detected compared to the observation by the treating physician. The system presented appears to be sufficiently sensitive, but the specificity is too low to make it acceptable for physicians in daily practice. In children, clinically important ADRs can be detected best by intensified surveillance.
Related Concept Videos
Pharmacovigilance
This process, termed pharmacovigilance, aims to detect, evaluate, and minimize harmful effects related to medication use. The data collection for pharmacovigilance depends on spontaneous reporting systems, where healthcare professionals or patients voluntarily report suspected ADRs.
In some cases, there...
Pharmacokinetics in Pediatric Patients: Drug Excretion
Pharmacokinetics in Pediatric Patients: Drug Metabolism
Pharmacokinetics in Pediatric Patients: Drug Distribution
Therapeutic Drug Monitoring: Overview and Classification
Pharmacokinetics in Pediatric Patients: Overview and Drug Absorption
