Innovative approaches to collecting, aggregating, and analyzing adverse drug events in smart hospitals

BackgroundThe increasing integration of electronic health records (EHRs) and their secondary use provide new pathways to advance drug safety. Smart hospitals use advanced data collection to enhance pharmacovigilance and better detect adverse drug events (ADEs). Finland's secondary-use legislation embodies this data-sharing shift.ObjectiveThis work synthesizes current evidence and proposes strategies to strengthen ADE detection and analysis in smart hospitals by integrating multimodal data sources, including EHRs, sensor data, and the Internet of Medical Things (IoMT), to raise overall drug safety standards.MethodsWe review the Global Trigger Tool (GTT), sensor technologies, and IoMT for ADE detection and outline how these techniques can be combined, offering a more comprehensive approach to monitoring.ResultsIntegrating GTT, sensors, and IoMT into a unified system could improve ADE detection and prevention. Combining pharmacovigilance tools with advanced technology can increase the volume and quality of ADE data and supports a preventive focus on patient safety.ConclusionsThe study underscores the importance of the smart-hospital concept and emerging data-collection methods in pharmacovigilance. By adopting a holistic approach to ADE detection and integrating diverse data sources, more robust drug-safety surveillance and patient care can be achieved when coupled with human oversight and regulatory compliance.

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Publication Details

Journal
International Journal of Risk & Safety in Medicine
Published
2025-08-04
DOI
https://doi.org/10.1177/09246479251365094
Citations
2
Primary Topic
Healthcare Technology and Patient Monitoring
Type
article
Field-Weighted Citation Impact
4.01

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article

Innovative approaches to collecting, aggregating, and analyzing adverse drug events in smart hospitals

Miia Tiihonen, Markus Varheenmaa, Markus Forsberg, Mark van Gils et al.
2 citations
International Journal of Risk & Safety in Medicine
Healthcare Technology and Patient Monitoring
4.01
article

Innovative approaches to collecting, aggregating, and analyzing adverse drug events in smart hospitals

Miia Tiihonen, Markus Varheenmaa, Markus Forsberg, Mark van Gils, Francesco De Pretis
article en
2 citations

Abstract

BackgroundThe increasing integration of electronic health records (EHRs) and their secondary use provide new pathways to advance drug safety. Smart hospitals use advanced data collection to enhance pharmacovigilance and better detect adverse drug events (ADEs). Finland's secondary-use legislation embodies this data-sharing shift.ObjectiveThis work synthesizes current evidence and proposes strategies to strengthen ADE detection and analysis in smart hospitals by integrating multimodal data sources, including EHRs, sensor data, and the Internet of Medical Things (IoMT), to raise overall drug safety standards.MethodsWe review the Global Trigger Tool (GTT), sensor technologies, and IoMT for ADE detection and outline how these techniques can be combined, offering a more comprehensive approach to monitoring.ResultsIntegrating GTT, sensors, and IoMT into a unified system could improve ADE detection and prevention. Combining pharmacovigilance tools with advanced technology can increase the volume and quality of ADE data and supports a preventive focus on patient safety.ConclusionsThe study underscores the importance of the smart-hospital concept and emerging data-collection methods in pharmacovigilance. By adopting a holistic approach to ADE detection and integrating diverse data sources, more robust drug-safety surveillance and patient care can be achieved when coupled with human oversight and regulatory compliance.

International Journal of Risk & Safety in MedicineVol. 36(4)
University of Modena and Reggio Emilia (IT), Tampere University (FI), University of Eastern Finland (FI), Kuopio University Hospital (FI), Finland University (FI), Indiana University Bloomington (US), VTT Technical Research Centre of Finland (FI)
Instrumentariumin Tiedesäätiö
Good health and well-being
Openalex Percentile: Top 6%
Healthcare Technology and Patient Monitoring
4.01
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