Institutional Isomorphism in Organizational Cybersecurity: A Text Analytics Approach

IF 2 4区管理学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS

Journal of Organizational Computing and Electronic Commerce Pub Date : 2020-06-11 DOI:10.1080/10919392.2020.1776033

A. Jeyaraj, A. Zadeh

引用次数: 15

Abstract

ABSTRACT This research examines how organizational cybersecurity responses become isomorphic over time. Drawing on institutional theory, this study theorizes that mimetic pressures, normative pressures, and coercive pressures impact cybersecurity responses. Using the textual data gathered from the annual 10-K reports published by 87 large organizations and their competitors, topic modeling was employed to assess the cybersecurity responses and institutional pressures. Linear regression was applied to the resultant topic weights. Findings show that mimetic pressures were significant over time while coercive pressures were significant in the near-term and normative pressures were significant in the long-term. Implications for research and practice are discussed.

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组织网络安全中的制度同构：一种文本分析方法

摘要本研究考察了组织网络安全响应如何随着时间的推移而同构。本研究借鉴制度理论，认为模仿压力、规范压力和强制压力会影响网络安全反应。利用从87家大型组织及其竞争对手发布的年度10-K报告中收集的文本数据，采用主题建模来评估网络安全反应和机构压力。将线性回归应用于生成的主题权重。研究结果表明，模仿压力随着时间的推移而显著，而胁迫压力在短期内显著，规范压力在长期内显著。讨论了对研究和实践的启示。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Journal of Organizational Computing and Electronic Commerce 工程技术-计算机：跨学科应用

CiteScore

5.80

自引率

17.20%

发文量

审稿时长

>12 weeks

期刊介绍： The aim of the Journal of Organizational Computing and Electronic Commerce (JOCEC) is to publish quality, fresh, and innovative work that will make a difference for future research and practice rather than focusing on well-established research areas. JOCEC publishes original research that explores the relationships between computer/communication technology and the design, operations, and performance of organizations. This includes implications of the technologies for organizational structure and dynamics, technological advances to keep pace with changes of organizations and their environments, emerging technological possibilities for improving organizational performance, and the many facets of electronic business. Theoretical, experimental, survey, and design science research are all welcome and might look at: • E-commerce • Collaborative commerce • Interorganizational systems • Enterprise systems • Supply chain technologies • Computer-supported cooperative work • Computer-aided coordination • Economics of organizational computing • Technologies for organizational learning • Behavioral aspects of organizational computing.