Revealing the Differences in Regional Potential Emergency Capability and Emergency Performance: A Comparative Analysis of Statistical Methods and Case Studies

ABSTRACT Frequent and severe emergencies have significantly hindered the region's sustainable development. Existing research based on statistical methods essentially measures a region's potential emergency capability (PEC), defined as the expected capability under static resources and institutions. However, emergency performance (EP), namely the dynamic performance exhibited during emergency management processes, ultimately determines outcomes. Measuring regional EP and understanding discrepancies between EP and PEC are essential for enhancing regional resilience. This study collected the five most severe emergencies and their corresponding emergency management processes in each Chinese province from 2016 to 2023 to construct an emergency case library (1240 cases in total). Using the preparation–response–rescue–recovery framework, the Delphi method was applied to assess the EP through case library analysis. Based on the same framework, PEC was evaluated by replicating the mainstream statistical methods employed in existing research. Subsequently, differences between EP and PEC were examined by constructing a continuous differential index with confidence intervals. The results show that: (1) China's EP presented a fluctuating upward trend but remained low overall, with significant regional differences (eastern > western > central > northeast). (2) PEC demonstrated an upward trend but exhibited weaknesses in preparation and response capacities. (3) EP in Hainan, Xinjiang, and Xizang was significantly higher than PEC, while EP in Hunan and Shandong was significantly lower than PEC. The magnitude of the EP–PEC discrepancy across dimensions followed the order: preparation > rescue > response > recovery. (4) The disparity in resource conversion efficiency constituted the fundamental source of differences between EP and PEC and was shaped by resource availability, organizational learning ability, environmental support ability, and resource integration ability. This study advocates assessing emergency level through actual emergency management processes, emphasizing the importance of dynamic and situational factors.

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Publication Details

Journal
Journal of Contingencies and Crisis Management
Published
2026-02-02
DOI
https://doi.org/10.1111/1468-5973.70119
Primary Topic
Disaster Management and Resilience
Type
article
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article

Revealing the Differences in Regional Potential Emergency Capability and Emergency Performance: A Comparative Analysis of Statistical Methods and Case Studies

Shouhao Zhang, Ran Yi, An Chen
Journal of Contingencies and Crisis Management
Disaster Management and Resilience
article

Revealing the Differences in Regional Potential Emergency Capability and Emergency Performance: A Comparative Analysis of Statistical Methods and Case Studies

Shouhao Zhang, Ran Yi, An Chen
article en

Abstract

ABSTRACT Frequent and severe emergencies have significantly hindered the region's sustainable development. Existing research based on statistical methods essentially measures a region's potential emergency capability (PEC), defined as the expected capability under static resources and institutions. However, emergency performance (EP), namely the dynamic performance exhibited during emergency management processes, ultimately determines outcomes. Measuring regional EP and understanding discrepancies between EP and PEC are essential for enhancing regional resilience. This study collected the five most severe emergencies and their corresponding emergency management processes in each Chinese province from 2016 to 2023 to construct an emergency case library (1240 cases in total). Using the preparation–response–rescue–recovery framework, the Delphi method was applied to assess the EP through case library analysis. Based on the same framework, PEC was evaluated by replicating the mainstream statistical methods employed in existing research. Subsequently, differences between EP and PEC were examined by constructing a continuous differential index with confidence intervals. The results show that: (1) China's EP presented a fluctuating upward trend but remained low overall, with significant regional differences (eastern > western > central > northeast). (2) PEC demonstrated an upward trend but exhibited weaknesses in preparation and response capacities. (3) EP in Hainan, Xinjiang, and Xizang was significantly higher than PEC, while EP in Hunan and Shandong was significantly lower than PEC. The magnitude of the EP–PEC discrepancy across dimensions followed the order: preparation > rescue > response > recovery. (4) The disparity in resource conversion efficiency constituted the fundamental source of differences between EP and PEC and was shaped by resource availability, organizational learning ability, environmental support ability, and resource integration ability. This study advocates assessing emergency level through actual emergency management processes, emphasizing the importance of dynamic and situational factors.

Journal of Contingencies and Crisis ManagementVol. 34(1)
Chinese Academy of Sciences (CN), Institutes of Science and Development (CN), University of Chinese Academy of Sciences (CN)
Openalex Percentile: Top 72%
Disaster Management and Resilience
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