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An ambidextrous perspective on business intelligence and analytics support in decision processes: Insights from a multiple case study

机译:决策流程中对商业智能和分析支持的灵活视角:来自多个案例研究的见解

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Providing data-centric decision support for organizational decision processes is a crucial but challenging task. Business intelligence and analytics (BI&A) equips analytics experts with the technological capabilities to support decision processes with reliable information and analytic insights, thus potentially raising the quality of managerial decision making. However, the very nature of organizational derision processes imposes conflicting task requirements regarding adaptability and rigor. This research proposes ambidexterity as a theoretical lens to investigate data-centric decision support Based on an in-depth multiple case study of BI&A-supported decision processes, we identify and discuss tensions that arise from the conflicting task requirements and that pose a challenge for effective BI&A support. We also provide insights into tactics for managing these tensions and thus achieving ambidexterity. Additionally, we shed light on the relationship between ambidexterity and decision quality. Integrating the empirical findings from this research, we propose a theory of ambidexterity in decision support which explains how such ambidexterity can be facilitated and how it affects decision outcomes. Finally, we discuss the study's implications for theory and practice. (C) 2015 Elsevier BM. All rights reserved.
机译:为组织决策流程提供以数据为中心的决策支持是一项至关重要但具有挑战性的任务。商业智能和分析(BI&A)为分析专家提供了技术能力,以可靠的信息和分析见解支持决策过程,从而有可能提高管理决策的质量。但是,组织嘲笑过程的本质就适应性和严格性提出了相互矛盾的任务要求。这项研究提出了灵活性,作为研究以数据为中心的决策支持的理论镜头。基于对BI&A支持的决策过程的深入多案例研究,我们确定并讨论了因任务要求冲突而产生的紧张关系,这些紧张关系对有效的挑战构成了挑战。 BI&A支持。我们还提供了解决这些紧张局势并从而实现灵活性的策略的见解。此外,我们阐明了灵活性和决策质量之间的关系。结合本研究的经验发现,我们提出了决策支持中的歧义性理论,该理论解释了如何促进这种歧义性以及它如何影响决策结果。最后,我们讨论了该研究对理论和实践的意义。 (C)2015 Elsevier BM。版权所有。

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