Jida Liu

How Emergency Support Tasks Drive and Influence Cross-Organizational Emergency Collaboration in Typhoon Disaster Scenarios

With the intensification of global climate change, the impact range of typhoon disasters has gradually expanded, and the associated losses continue to escalate. In this context, emergency support has become increasingly diversified and specialized, thereby placing higher demands on cross-organizational emergency coll...

Fire Emergency Response Resilience in Interdependent Road–Water–Command Systems: A Bayesian Network Analysis

Urban fire emergency response depends on the coordinated functioning of road access, firefighting water supply, and command systems. This study develops an 18-node Bayesian network to assess Response Resilience in interdependent road–water–command systems using 200 coded urban fire emergency cases. The model links 12 o...

Unpacking Electric Bicycle Fire Safety Governance: Baselines, Backbones, and Macro-level Drivers Within the TOE Framework