A multistate modeling approach for organizational cybersecurity exploration and exploitation

作者:

Highlights:

• Organizational cybersecurity relies on the simultaneous pursuit of exploration and exploitation

• A framework was proposed for studying exploration and exploitation in the organizational learning process

• Four states are identified to describe the dynamics of exploration and exploitation in organizational cybersecurity space.

• Text Analytics was applied to annual report data to create longitudinal exploration and exploitation variables.

• A Markov chain was proposed to model transitions between different states of organizational exploration and exploitation.

摘要

•Organizational cybersecurity relies on the simultaneous pursuit of exploration and exploitation•A framework was proposed for studying exploration and exploitation in the organizational learning process•Four states are identified to describe the dynamics of exploration and exploitation in organizational cybersecurity space.•Text Analytics was applied to annual report data to create longitudinal exploration and exploitation variables.•A Markov chain was proposed to model transitions between different states of organizational exploration and exploitation.

论文关键词:Cybersecurity response,Exploration,Exploitation,Ambidexterity,Markov chain,Text analytics

论文评审过程:Received 30 June 2021, Revised 21 March 2022, Accepted 16 August 2022, Available online 28 August 2022, Version of Record 20 September 2022.

论文官网地址:https://doi.org/10.1016/j.dss.2022.113849