业务分析能力,组织价值和竞争优势

IF 1.7 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS Journal of Business Analytics Pub Date : 2019-07-03 DOI:10.1080/2573234X.2019.1649991
M. O’Neill, A. Brabazon
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引用次数: 12

摘要

商业分析假设组织中存在一组足够的分析能力,这些能力的存在将导致组织价值和/或竞争优势的产生。进一步说,能力水平的提高是否会对组织产生更大的影响?本研究中的能力基于Cosic、Shanks和Maynard能力框架中的治理、文化、技术和人员四大支柱。我们着手进行第一次实证调查,以衡量Cosic, Shanks和Maynard定义的商业分析能力水平与组织价值和竞争优势的产生之间是否存在正相关关系,以及增强的能力水平是否会导致增强的影响。对来自17个行业的64位高级分析专业人士的调查收集的数据提供了证据,证明更高的能力水平与产生增强的组织价值和竞争优势的能力之间存在着强大的、统计上显著的相关性。此外,还提出了商业分析的修订定义,认为商业分析应该带来组织价值和/或竞争优势,而要实现这一点,必须具备必要的能力。
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Business analytics capability, organisational value and competitive advantage
ABSTRACT Business Analytics makes the assumption that given a sufficient set of analytics capabilities exist within an organisation, the existence of these capabilities will result in the generation of organisational value and/or competitive advantage. Taken further, do enhanced capability levels lead to enhanced impact for organisations? Capability in this study is grounded in the four pillars of Governance, Culture, Technology and People from the Cosic, Shanks and Maynard capability framework. We set out to undertake the first empirical investigation to measure if there is a positive relationship between Business Analytics capability levels as defined by Cosic, Shanks and Maynard, and the generation of value and competitive advantage for organisations, and do enhanced capability levels lead to enhanced impact. Data gathered from a survey of 64 senior analytics professionals from 17 sectors provides evidence to support that a strong and statistically significant correlation exists between higher capability levels and the ability to generate enhanced organisational value and competitive advantage. Additionally, a revised definition of Business Analytics is proposed, given that Business Analytics should give rise to organisational value and/or competitive advantage and that for this to occur the necessary capabilities must be in place.
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来源期刊
Journal of Business Analytics
Journal of Business Analytics Business, Management and Accounting-Management Information Systems
CiteScore
2.50
自引率
0.00%
发文量
13
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