Business intelligence and analytics use, innovation ambidexterity, and firm performance: A dynamic capabilities perspective

IF 8.7 2区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Katerina Božič, Vlado Dimovski
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引用次数: 101

Abstract

To survive in a dynamic and hyper-competitive business environment, firms are compelled to simultaneously introduce incremental and radical innovations. While it is recognised that business intelligence and analytics (BI&A) can support innovation and provide organisational value, the literature provides a limited understanding of its impact on balancing different innovation activities and ensuring performance gains. In this study, we examine the relationship between BI&A use, innovation ambidexterity, and firm performance by relying on the process theory of IS value creation as well as the dynamic capabilities perspective. We test our model using data collected from medium- and large-sized firms in Slovenia, applying partial least squares modelling. The results support the notion that BI&A use is positively associated with successful balancing between explorative and exploitative innovation activities, which in turn enhances firm performance. Our results also indicate that innovation ambidexterity is enhanced in two ways: indirectly through interaction with the firm’s absorptive capacity, and directly by increasing the possibilities of faster experimentation with offerings of products or services and improved predictability of the value of new products or services.

商业智能和分析的使用、创新的双重性和企业绩效:动态能力视角
为了在一个充满活力和高度竞争的商业环境中生存,企业被迫同时引入渐进式和激进式创新。虽然人们认识到商业智能和分析(BI&A)可以支持创新并提供组织价值,但文献对其在平衡不同创新活动和确保绩效提升方面的影响提供了有限的理解。本研究基于信息系统价值创造过程理论和动态能力视角,考察了信息系统使用、创新双元性与企业绩效之间的关系。我们使用从斯洛文尼亚大中型公司收集的数据来测试我们的模型,应用偏最小二乘模型。研究结果支持这样一种观点,即使用BI&A与成功平衡探索性和剥削性创新活动呈正相关,而这反过来又提高了企业绩效。我们的研究结果还表明,创新双灵巧性通过两种方式得到增强:间接地通过与企业吸收能力的相互作用,直接地通过增加产品或服务提供的更快实验的可能性和提高新产品或服务价值的可预测性。
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来源期刊
Journal of Strategic Information Systems
Journal of Strategic Information Systems 工程技术-计算机:信息系统
CiteScore
17.40
自引率
4.30%
发文量
19
审稿时长
>12 weeks
期刊介绍: The Journal of Strategic Information Systems focuses on the strategic management, business and organizational issues associated with the introduction and utilization of information systems, and considers these issues in a global context. The emphasis is on the incorporation of IT into organizations'' strategic thinking, strategy alignment, organizational arrangements and management of change issues.
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