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Understanding the hidden value of business intelligence and analytics (BIA)

机译:了解商业智能和分析(BI&A)的隐藏价值

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Although some studies have examined specific business intelligence & analytics (BI&A) technologies and how they might contribute to create value and improve firm performance, to our knowledge there is no clearly articulated and theoretically grounded model in the literature that holistically explains BI&A technologies. Only limited research has examined the path to value through the impact of knowledge-based dynamics capabilities on the hidden competitive value. Grounded on strategic management theories (dynamic capabilities and knowledge-based view), we present a theoretical model for understanding how and why BI&A applications can create competitive value and improve firm performance through specific knowledge-based dynamic capabilities. Based on this model a number of propositions are postulated. This research contributes to the IT Value literature. We also expect that the continuing progress on research will produce insights for practitioners and researchers regarding the drivers that lead to BI&A value concerning organizational level.
机译:尽管一些研究已经研究了特定的商业智能与分析(BI&A)技术以及它们如何为创造价值和改善公司绩效做出贡献,但据我们所知,文献中并没有清晰阐述和理论基础的模型来全面地解释BI&A技术。只有有限的研究通过基于知识的动态能力对隐藏的竞争价值的影响来研究通往价值的途径。基于战略管理理论(动态能力和基于知识的观点),我们提出了一种理论模型,用于理解BI&A应用程序如何以及为什么能够通过基于知识的特定动态能力来创造竞争价值并改善公司绩效。基于该模型,提出了许多命题。这项研究为IT价值文献做出了贡献。我们还期望研究的不断进步将为从业人员和研究人员提供有关导致BI&A价值(涉及组织层面)的驱动因素的见解。

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