Determinants of When-to-evacuate Decisions: An Empirical Investigation

Rahman, Karindra Aulia and Sopha, Bertha Maya (2021) Determinants of When-to-evacuate Decisions: An Empirical Investigation. In: 2021 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), 13-16 December 2021, Singapore.

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Abstract

Evacuation is a critical process that affects the reduction of loss risk. Previous studies have indicated that evacuation decision-making has significantly affected the effectiveness of evacuation efforts. The present study aims at evaluating the determinants of when-to-evacuate decisions. Analytical Hierarchy Process (AHP) and Multinomial Logistics Regression (MLR) were used to identify the determinants' relative importance and assess the relationship between the determinants and when-to-evacuate decisions. An empirical survey based on a hundred respondents who have experienced the Merapi eruption was conducted. AHP indicates that the most important determinants to the least are perceived hazard, distance to disaster, trust in leaders, disaster experience, ownership of livestock, and cultural belief. Disaster experience and trust in leaders are significant determinants for early evacuation, whereas the distance to disaster and livestock ownership are significant determinants for late evacuation. Avenues for future studies are also discussed. © 2021 IEEE.

Item Type: Conference or Workshop Item (Paper)
Additional Information: Cited by: 1
Uncontrolled Keywords: Agriculture; Decision making; Hierarchical systems; Surveys; reductions; Analytical Hierarchy Process; Decisions makings; Determinant; Empirical investigation; Empirical surveys; Hazard distance; Multinomial logistic regression; Trust in leaders; When-to-evacuate decision analytical hierarchy process; Disasters
Subjects: T Technology > TJ Mechanical engineering and machinery
Divisions: Faculty of Engineering > Mechanical and Industrial Engineering Department
Depositing User: Sri JUNANDI
Date Deposited: 28 Oct 2024 02:03
Last Modified: 28 Oct 2024 02:03
URI: https://ir.lib.ugm.ac.id/id/eprint/8570

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