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Article
Cybersecurity Threats and Organizational Response: Textual Analysis and Panel Regression
Journal of Business Analytics
  • Anand Jeyaraj, Wright State University - Main Campus
  • Amir H. Zadeh, Wright State University - Main Campus
  • Vikram Sethi, Wright State University - Main Campus
Document Type
Article
Publication Date
12-26-2020
Abstract

This study examines the relationship between cybersecurity threats faced and cybersecurity response planned by organizations. Classifying cybersecurity threats into four types – physical threats, personnel threats, communication and data threats, and operational threats – this study examines organizational responses to such threats. Using textual data on cybersecurity threats and response gathered from the 10-K reports published by 87 organizations, topic modelling was conducted to assess the threats and response. A cross-sectional time-series regression model fitted on the topic weights showed that cybersecurity response was influenced by cybersecurity threats, beyond the time-invariant control and period variables. Specifically, physical threats and operational threats influenced the technical response; physical threats, communication and data threats, and operational threats influenced the non-technical response; and personnel threats influenced the overall response. Implications for research and practice are discussed.

DOI
10.1080/2573234X.2020.1863750
Citation Information
Anand Jeyaraj, Amir H. Zadeh and Vikram Sethi. "Cybersecurity Threats and Organizational Response: Textual Analysis and Panel Regression" Journal of Business Analytics Vol. 4 Iss. 1 (2020) p. 26 - 39 ISSN: 2573-234x
Available at: http://works.bepress.com/anand-jeyaraj/13/