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From framework to frontline: Embedding enterprise risk management into emergency department fall prevention
Yalcin Golcuk1, Ömer Faruk Karakoyun2
1Department of Emergency Medicine, Faculty of Medicine, Muğla Sıtkı Koçman University, Muğla, Turkey.
This study proposes integrating enterprise risk management (ERM) for fall prevention in emergency departments (EDs). Early risk assessment using accessible data and machine learning can improve patient safety and reduce costs.
Area of Science:
- Healthcare Management
- Patient Safety
- Emergency Medicine
Background:
- Fall-related injuries pose significant risks in healthcare settings.
- Existing frameworks for enterprise risk management (ERM) can be adapted for fall prevention.
- Emergency departments (EDs) present unique challenges and opportunities for fall risk assessment.
Purpose of the Study:
- To extend ERM frameworks for fall prevention specifically to emergency department settings.
- To highlight the benefits of early, individualized fall risk assessment at triage.
- To address the financial implications of falls within or near EDs.
Main Methods:
- Leveraging existing patient data accessible at triage (e.g., anticoagulant use, cognitive impairment).
- Integrating high-risk indicators into machine learning tools (e.g., Rothman index, fall triage score).
- Utilizing risk matrices and heat maps for safety prioritization in dynamic ED environments.
Main Results:
- Individualized fall risk assessment at triage is strategically advantageous in EDs.
- Accessible data can be effectively utilized by machine learning tools for fall risk prediction.
- Falls originating in or near EDs can increase length of stay and incur non-reimbursable costs.
Conclusions:
- ERM-based fall prevention strategies are scalable and applicable to dynamic ED environments.
- Prospective validation of these ERM approaches in Level 1 trauma centers is recommended.
- Collaboration is invited to test the framework's effectiveness in real-world emergency settings.
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