Social Capital and Artificial Intelligence Readiness: The Mediating Role of Cyber Resilience and Value Construction of Smes in Resource-Constrained Environments

IF 6.9 3区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Egena Ode, Ifedapo Francis Awolowo, Rabake Nana, Femi Stephen Olawoyin
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Abstract

Drawing on social capital theory, this study explores the antecedents of AI readiness in Small and Medium-sized Enterprises (SMEs) operating in resource-constrained environments, emphasising capabilities that mitigate cyber risks, and foster value construction in SMEs. Specifically, the study examines how structural, cognitive, and relational social capital fosters cyber resilience and contributes to proactive value construction, enhancing SMEs’ AI readiness and enabling them to construct and sustain value while safeguarding against potential cyber threats. The study adopts a Covariance-based Structural Equation Modelling (CB-SEM) approach to analyse 589 valid responses. A multi-wave data strategy with an interval cross-lagged design was implemented to reduce the risk of common method bias. The findings reveal that structural and relational capital significantly drive AI readiness, while cognitive social capital enhances cyber resilience, which is pivotal in constructing and protecting organisational value. Moreover, cyber resilience mediates the relationship between cognitive social capital and AI readiness, and enabling value construction amid cyber-related disruptions. SMEs with robust social capital networks are better equipped to leverage AI technologies for innovation and growth, construct new value streams, and defend against cyber risks, securing value in dynamic digital environments. This study contributes to the growing discourse on cybersecurity and digital transformation by offering insights into how SMEs can bolster digital innovation and construct sustainable value in the face of mounting cyber risks.

社会资本与人工智能准备:资源约束环境下中小企业网络弹性与价值构建的中介作用
利用社会资本理论,本研究探讨了在资源受限环境下运营的中小企业(SMEs)人工智能准备就绪的前提,强调了减轻网络风险和促进中小企业价值构建的能力。具体而言,该研究考察了结构、认知和关系社会资本如何促进网络弹性,并有助于积极的价值构建,提高中小企业的人工智能准备程度,使他们能够在抵御潜在网络威胁的同时构建和维持价值。本研究采用基于协方差的结构方程模型(CB-SEM)方法对589个有效响应进行分析。采用区间交叉滞后设计的多波数据策略,降低了通用方法偏差的风险。研究结果显示,结构资本和关系资本显著推动了人工智能的准备,而认知社会资本增强了网络弹性,这对于构建和保护组织价值至关重要。此外,网络弹性调节认知社会资本与人工智能准备之间的关系,并在网络相关中断中实现价值构建。拥有强大社会资本网络的中小企业更有能力利用人工智能技术实现创新和增长,构建新的价值流,抵御网络风险,在动态的数字环境中确保价值。本研究通过提供中小企业如何在面对日益增长的网络风险时支持数字创新和构建可持续价值的见解,为日益增长的网络安全和数字化转型的讨论做出了贡献。
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来源期刊
Information Systems Frontiers
Information Systems Frontiers 工程技术-计算机:理论方法
CiteScore
13.30
自引率
18.60%
发文量
127
审稿时长
9 months
期刊介绍: The interdisciplinary interfaces of Information Systems (IS) are fast emerging as defining areas of research and development in IS. These developments are largely due to the transformation of Information Technology (IT) towards networked worlds and its effects on global communications and economies. While these developments are shaping the way information is used in all forms of human enterprise, they are also setting the tone and pace of information systems of the future. The major advances in IT such as client/server systems, the Internet and the desktop/multimedia computing revolution, for example, have led to numerous important vistas of research and development with considerable practical impact and academic significance. While the industry seeks to develop high performance IS/IT solutions to a variety of contemporary information support needs, academia looks to extend the reach of IS technology into new application domains. Information Systems Frontiers (ISF) aims to provide a common forum of dissemination of frontline industrial developments of substantial academic value and pioneering academic research of significant practical impact.
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