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

Xiaojun Zhang1, Liangdong Lu2

  • 1School of Economics and Management, Fuzhou University, Fuzhou, Fujian, P. R. China.

Risk Analysis : an Official Publication of the Society for Risk Analysis
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PubMed
Summary

Technological integration (TI) enhances emergency response systems by improving coordination between risk warning and emergency response networks. This study reveals key network structures and technology roles crucial for effective emergency management.

Keywords:
emergency responseexponential random graph model (ERGM)network analysisrisk warningtechnological integration

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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.