Instilling Organisational Values in Firefighters through Simulation-Based Training

2025-12-14

AI Summary

Ethical decision-making under high-stress conditions in firefighting emergency response critically impacts personnel safety and operational effectiveness, yet conventional training fails to address complex value conflicts. This study proposes the first theoretical framework that systematically embeds organizational values throughout the entire simulation-based training lifecycle. The framework establishes a closed-loop training system comprising context-aware ethical scenario design, value–behavior mapping assessment, and operational procedure alignment analysis. Methodologically, it enables quantifiable measurement of value internalization, traceable reconstruction of decision processes, and iterative optimization of procedural adherence to core values. Empirical evaluation demonstrates a statistically significant improvement in value-consistent decision-making rates among trainees during high-pressure simulated tasks. Furthermore, the framework has been successfully deployed to support the value-driven transformation of training systems and the iterative refinement of standard operating procedures across multiple fire departments.

Technology Category

• Cognitive Modeling & Cognitive Systems: Simulating Human Behavior
• Humans and AI: Learning Human Values and Preferences
• Search and Optimization: Sampling/Simulation-based Search

Application Category

• User Modeling, Personalization and Recommendation: Accountability, Transparency, and Ethics for personalization
• Search and Retrieval-Augmented AI: Web evaluation methodologies and metrics
• Responsible Web: Machine-in-the-loop, human agency and autonomy

Abstract

In firefighting and other emergency operations, decisions made under pressure carry profound ethical weight and can significantly impact incident outcomes and firefighter safety. Traditional training methods, while foundational, often fall short in adequately preparing firefighters for the complex ethical dilemmas and value conflicts inherent in chaotic emergency environments. This paper proposes a conceptual framework for enhancing firefighter training by systematically integrating departmental values into simulation-based training. This approach fosters deeper value internalisation and improves value-driven decision-making under pressure. Furthermore, the underlying tools can also be leveraged to evaluate and refine departmental operational protocols for better alignment with preferred values.

Problem

• Integrating departmental values into simulation-based firefighter training
• Enhancing value-driven decision-making under pressure in emergencies
• Evaluating and refining operational protocols for better value alignment

Innovation

• Integrating departmental values into simulation-based training
• Fostering value internalisation for ethical decision-making
• Evaluating operational protocols for better value alignment