理解大数据的有效使用:挑战与能力(管理视角)

F. P. Surbakti
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引用次数: 0

摘要

虽然之前的研究已经提供了与有效使用大数据相关的挑战和能力的见解,但这些贡献在本质上是概念性的。本研究的目的是通过实证方法探讨这些挑战和能力。因此,本文报告了一种多案例研究方法,涉及来自私营和公共部门的八个组织。该研究为通过先前研究确定的能力和挑战提供了实证支持,并确定了其他见解,即问题驱动方法、价值实现时间、数据准备、数据素养、数据误用、操作敏捷性和组织成熟度评估。
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Understanding Effective Use of Big Data: Challenges and Capabilities (A Management Perspective)
While prior research has provided insights into challenges and capabilities related to effective Big Data use, much of this contribution has been conceptual in nature. The aim of this study is to explore such challenges and capabilities through an empirical approach. Accordingly, this paper reports on a multiple case study approach, involving eight organizations from the private and public sectors. The study provides empirical support for capabilities and challenges identified through prior research and identifies additional insights viz. problem-driven approach, time to value, data readiness, data literacy, data misuse, operational agility, and organizational maturity assessment.
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