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Updated: Nov 18, 2025

An R-Based Landscape Validation of a Competing Risk Model
Published on: September 16, 2022
Risk Management for the 21st Century: Current Status and Future Needs
Rania Mouchantaf1,2, Doris Auth3, Yola Moride4,5
1Health Canada, Marketed Health Products Directorate, Ottawa, ON, Canada. rania.mouchantaf@canada.ca.
Advances in pharmacovigilance and benefit-risk management have refined risk minimization measures (RMMs). This article details progress in RMM design, implementation, and evaluation, suggesting global harmonization for better drug safety.
Area of Science:
- Pharmacovigilance and Drug Safety
- Benefit-Risk Management
- Regulatory Science
Background:
- International Conference on Harmonisation (ICH) E2E and Council for International Organizations of Medical Sciences (CIOMS) Working Group VI guidelines enhanced pharmacovigilance.
- Significant scientific and practical advancements have occurred in risk minimization measures (RMMs) since these guidelines were released.
- Focus has shifted to the design, implementation, dissemination, and real-world effectiveness evaluation of RMMs.
Purpose of the Study:
- To describe advancements in the design, implementation, dissemination, and evaluation of RMMs.
- To highlight current challenges and propose potential solutions in RMM practices.
- To advocate for global harmonization in specific aspects of RMMs.
Main Methods:
- Review of recent advances in the science and practice of RMMs.
- Analysis of evidence-based approaches informing RMM development.
- Inclusion of global examples illustrating effective RMM strategies.
- Consideration of local healthcare system policies and national legislations.
Main Results:
- The field of RMMs has progressed significantly in design, implementation, dissemination, and evaluation.
- Evidence-based approaches are increasingly informing the development of RMMs.
- Global examples demonstrate successful implementation of advanced RMM strategies.
Conclusions:
- There is a need for a global effort to harmonize specific areas of RMMs.
- Harmonization should focus on standardizing terms, definitions, and methodologies.
- Best practices for RMM design, implementation, and dissemination require outlining.
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