企业数据分析和可视化生态系统的关键成功因素:访谈研究

M. Daradkeh
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引用次数: 11

摘要

随着大数据的激增,加上对分析驱动决策的需求不断增长,数据分析和可视化(DAV)生态系统正日益成为一种趋势实践,许多企业正在采用从企业数据中获得可操作的见解,以实现有效的决策。尽管DAV平台具有巨大的优势,但现有的研究对其在企业中成功实施的关键成功因素(CSFs)的调查关注不足。为了弥合这一知识鸿沟,本研究提出了一个综合框架,综合了一组用于在企业中实现DAV平台的csf。我们采用质性研究方法,包括与资讯科技及业务分析师进行半结构化访谈,以收集和分析访谈数据。分析结果表明,DAV实施的csf存在于组织、技术、过程和人员等多个维度。本研究提供了几个理论和实践意义。
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Critical Success Factors of Enterprise Data Analytics and Visualization Ecosystem: An Interview Study
With the huge proliferation of Big Data, combined with the increasing demand for analytics-driven decision-making, the data analytics and visualization (DAV) ecosystem is increasingly becoming a trending practice that many enterprises are adopting to gain actionable insights from corporate data for effective decision-making. Although DAV platforms have tremendous benefits, extant research has paid insufficient attention to the investigation of the critical success factors (CSFs) underpinning their successful implementation in enterprises. In order to bridge this knowledge gap, this study presents an integrative framework synthesizing a set of CSFs for implementing DAV platforms in enterprises. A qualitative research methodology, comprising semi-structured interviews with IT and business analysts, was conducted to collect and analyze the interview data. Analysis of results revealed that the CSFs of DAV implementation exist in various dimensions composed of organizational, technological, process, and people perspectives. This study provides several theoretical and practical implications.
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