Technological Integration in Emergency Management: Bridging Risk Warning and Emergency Response Systems

Area of Science:

• Emergency Management
• Network Science
• Systems Engineering

Background:

• Effective risk warning and emergency response systems are crucial for public safety.
• The synergistic integration of emerging technologies in these systems is complex and not fully understood.
• Technological integration (TI) is vital for enhancing system speed and efficiency.

Purpose of the Study:

• To analyze technological integration (TI) mechanisms in emergency engineering planning.
• To investigate the network structures underpinning integration in risk warning and emergency response.
• To empirically validate the role of TI in coordinating emergency management systems.

Main Methods:

• Network visualization techniques were employed to map integration patterns.
• Exponential random graph models (ERGMs) were utilized for statistical analysis.
• Analysis focused on centrality, connectivity, and inter-network effects.

Main Results:

• Diverse integration patterns were identified, with centrality and connectivity as key features of core technologies.
• Technology type and functional roles significantly influence integration tendencies.
• A strong inter-network clustering effect was observed: warning network integration boosts response network integration, and vice versa.

Conclusions:

• Technological integration (TI) plays a critical role in enhancing the coordination of risk warning and emergency response systems.
• Understanding network structures and technology roles is essential for effective integrated emergency management.
• The study validates the feasibility and value of integrated emergency management systems.