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Quantitative Analysis of Global Terrorist Attacks Based on the Global Terrorism Database

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  • Zhongbei Li

    (School of Emergency Management and Safety Engineering, China University of Mining & Technology (Beijing), Beijing 100083, China
    School of Civil, Mining and Environmental Engineering, University of Wollongong, Wollongong, NSW 2500, Australia)

  • Xiangchun Li

    (School of Emergency Management and Safety Engineering, China University of Mining & Technology (Beijing), Beijing 100083, China)

  • Chen Dong

    (School of Emergency Management and Safety Engineering, China University of Mining & Technology (Beijing), Beijing 100083, China)

  • Fanfan Guo

    (School of Emergency Management and Safety Engineering, China University of Mining & Technology (Beijing), Beijing 100083, China)

  • Fan Zhang

    (School of Emergency Management and Safety Engineering, China University of Mining & Technology (Beijing), Beijing 100083, China)

  • Qi Zhang

    (School of Emergency Management and Safety Engineering, China University of Mining & Technology (Beijing), Beijing 100083, China)

Abstract

Terrorist attacks have become a serious source of risk affecting the security of the international community. Using the Global Terrorism Database (GTD), in order to quantitatively study past terrorist attacks and their temporal and spatial evolution the analytic hierarchy process (AHP) was used to classify the degree of damage from terrorist attacks. The various factors influencing terrorist attacks were extracted and represented in three dimensions. Subsequently, using MATLAB for analysis and processing, the grading standards for terrorist attacks were classified into five levels according to the degree of hazard. Based on this grading standard, the top ten terrorist attacks with the highest degree of hazard in the past two decades were listed. Because the characteristics and habits of a terrorist or group exhibit a certain consistency, the K-means cluster analysis method was used to classify terrorists according to region, type of attack, type of target and type of weapon used by the terrorists. Several attacks that might have been committed by the same terrorist organization or individual at different times and in different locations were classified into one category, and the top five categories were selected according to the degree of sabotage inflicted by the organization or individual. Finally, the spatiotemporal evolution of terrorist attacks in the past three years was analyzed, considering the terrorist attack targets and key areas of terrorist attacks. The Middle East, Southeast Asia, Central Asia, and Africa were predicted to be the regions that will be most seriously affected by future global terrorist events. The terrorist attacks in Southeast Asia are expected to become more severe, and the scope of terrorist attacks in Africa is expected to widen. Civilians are the targets most at risk for terrorist attacks, and the corresponding risk index is considerably higher than it is for other targets. The results of this research can help individuals and the government to enable a better understanding of terrorism, improve awareness to prevent terrorism and enhance emergency management and rescue, and provide a solid and reliable basis and reference for joint counterterrorism in various countries and regions.

Suggested Citation

  • Zhongbei Li & Xiangchun Li & Chen Dong & Fanfan Guo & Fan Zhang & Qi Zhang, 2021. "Quantitative Analysis of Global Terrorist Attacks Based on the Global Terrorism Database," Sustainability, MDPI, vol. 13(14), pages 1-19, July.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:14:p:7598-:d:590062
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    References listed on IDEAS

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    1. Xueli Hu & Fujun Lai & Gufan Chen & Rongcheng Zou & Qingxiang Feng, 2019. "Quantitative Research on Global Terrorist Attacks and Terrorist Attack Classification," Sustainability, MDPI, vol. 11(5), pages 1-16, March.
    2. Tim Krieger & Daniel Meierrieks, 2011. "What causes terrorism?," Public Choice, Springer, vol. 147(1), pages 3-27, April.
    3. Walter Enders & Todd Sandler, 2000. "Is Transnational Terrorism Becoming More Threatening?," Journal of Conflict Resolution, Peace Science Society (International), vol. 44(3), pages 307-332, June.
    4. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    5. Walter Enders & Todd Sandler & Khusrav Gaibulloev, 2011. "Domestic Versus Transnational Terrorism: Data, Decomposition, and Dynamics," Journal of Peace Research, Peace Research Institute Oslo, vol. 48(3), pages 319-337, May.
    6. Zhichao Chen & Tao Chen & Zhuohua Qu & Zaili Yang & Xuewei Ji & Yi Zhou & Hui Zhang, 2018. "Use of evidential reasoning and AHP to assess regional industrial safety," PLOS ONE, Public Library of Science, vol. 13(5), pages 1-21, May.
    7. Barry Charles Ezell & Steven P. Bennett & Detlof Von Winterfeldt & John Sokolowski & Andrew J. Collins, 2010. "Probabilistic Risk Analysis and Terrorism Risk," Risk Analysis, John Wiley & Sons, vol. 30(4), pages 575-589, April.
    8. Thomas L. Saaty, 1994. "How to Make a Decision: The Analytic Hierarchy Process," Interfaces, INFORMS, vol. 24(6), pages 19-43, December.
    9. Enders, Walter & Sandler, Todd, 2000. "Is Transnational Terrorism Becoming More Threatening? A Time-Series Investigation," Staff General Research Papers Archive 1823, Iowa State University, Department of Economics.
    10. Aaron Clauset & Kristian Skrede Gleditsch, 2012. "The Developmental Dynamics of Terrorist Organizations," PLOS ONE, Public Library of Science, vol. 7(11), pages 1-11, November.
    11. Sarah Brockhoff & Tim Krieger & Daniel Meierrieks, 2015. "Great Expectations and Hard Times," Journal of Conflict Resolution, Peace Science Society (International), vol. 59(7), pages 1186-1215, October.
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