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Quantitative risk assessment of college campus considering risk interactions
1Guanghua School of Management, Peking University, Beijing 100871, China.
Heliyon
|March 6, 2023
Summary
This study introduces a new model to assess campus risks, considering interactions between factors. Alcohol use is identified as a key risk factor, highlighting the need for integrated risk reduction strategies.
Area of Science:
- Campus safety
- Risk assessment
- Higher education security
Background:
- Emerging risks and complex interactions necessitate advanced campus risk assessment.
- Existing research often overlooks the interplay between different risk factors on college campuses.
- A comprehensive approach is needed to address multifaceted campus risks effectively.
Purpose of the Study:
- To develop an integrated model for assessing comprehensive campus risks.
- To identify key risk factors and their interactions.
- To propose effective risk reduction strategies for college campuses.
Main Methods:
- Integrated modified egg model and fault tree for risk identification.
- Decision-Making Trial and Evaluation Laboratory (DEMATEL) to quantify risk interactions.
- Bayesian network for cause diagnosis, consequence prediction, and risk reduction strategy analysis.
Main Results:
- Alcohol use identified as the most sensitive risk cause.
- Simultaneous occurrence of four sensitive causes increases high campus risk probability from 21.9% to 39.4%.
- Analysis identified the most efficient risk reduction strategies.
Conclusions:
- The proposed integrated methodology offers significant advancements for campus risk reduction.
- Understanding and managing risk interactions is crucial for enhancing campus safety.
- The model provides a framework for proactive risk management in higher education settings.
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