商业智能如何创造价值:一项实证研究

Nir Yogev, A. Even, L. Fink
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引用次数: 19

摘要

本研究考察了与商业智能BI系统相关的业务价值,其前提是业务价值在很大程度上取决于系统类型及其独特贡献。该研究采用面向流程的方法来评估BI的价值贡献,认为它源于业务流程的改进。该研究开发并测试了一个研究模型,该模型解释了BI创造业务价值的独特机制。该模型利用基于资源的视图来确定关键资产和功能,这些资产和功能决定了BI对业务流程的影响,从而影响到组织绩效。利用结构方程建模SEM技术,对159名经理和IT/BI专家收集的数据进行了分析,结果表明,BI通过改善运营和战略业务流程,在很大程度上为业务价值做出了贡献。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
How Business Intelligence Creates Value: An Empirical Investigation
This study examines the business value associated with business intelligence BI systems, based on the premise that business value is largely contingent on system type and its unique contribution. The study adopts a process-oriented approach to evaluating the value contribution of BI, arguing that it stems from improvements in business processes. The study develops and tests a research model that explains the unique mechanisms through which BI creates business value. The model draws on the resource-based view to identify key assets and capabilities that determine the impact of BI on business processes and, consequently, on organizational performance. Analysis of data collected from 159 managers and IT/BI experts, using structural equation modeling SEM techniques, shows that BI largely contributes to business value by improving both operational and strategic business processes.
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