Related Experiment Video
Updated: Sep 13, 2025

An R-Based Landscape Validation of a Competing Risk Model
Published on: September 16, 2022
Resilience and loss mitigation: An empirical study from China.
Ling Tan1, Xianhua Wu2, Ji Guo2
1College of Economics and Management, Nanjing Agricultural University, Nanjing, China.
This study quantifies disaster resilience using a computable general equilibrium (CGE) model. Integrating resilience significantly reduced economic losses, demonstrating its effectiveness in disaster mitigation and recovery.
Area of Science:
- Disaster risk management
- Economic modeling
- Resilience science
Background:
- Limited quantitative analyses exist on disaster resilience's effectiveness in loss reduction.
- Growing recognition of resilience's importance in mitigating disaster impacts.
Purpose of the Study:
- To introduce a novel approach for integrating resilience into computable general equilibrium (CGE) models.
- To quantitatively assess the role of resilience in mitigating disaster-related economic losses.
- To evaluate the effectiveness of resilience strategies in post-disaster recovery.
Main Methods:
- Developed a conventional CGE model for baseline disaster loss assessment.
- Incorporated resilience into the production module by adjusting elasticity parameters.
- Compared baseline and resilience-enhanced CGE models using a Beijing rainfall event case study.
Main Results:
- Resilience integration significantly reduced total output losses from $29.10 billion to $20.98 billion.
- The loss rate decreased from 3.88% to 2.80% after incorporating resilience.
- Sectoral recovery rates varied, with trade and services recovering faster than utilities and manufacturing.
Conclusions:
- The novel CGE approach effectively quantifies disaster resilience and its loss mitigation benefits.
- Findings highlight the practical implications for developing effective resilience strategies and post-disaster management.
- Sector-specific recovery dynamics underscore the need for tailored resilience interventions.
More Related Videos
Related Concept Videos
Responses to Drought and Flooding
Adaptations that Reduce Water Loss
Design Example: Analyzing Capacity Contours for Flood Risk Assessment
Applications of GIS: Disaster Management and Emergency Response
Survival Tree
Building a Survival Tree
Constructing a...
Stress Prevention and Stress Management Techniques I
Conscientiousness
Conscientious individuals tend to be organized, responsible, and disciplined. They prioritize completing tasks and following structured routines,...

