Understanding the Processes of how Small and Medium Enterprises derive Value from Business Intelligence and Analytics

Mak Wee, H. Scheepers, X. Tian
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引用次数: 2

Abstract

This paper provides an in-depth study of how small and medium enterprises (SMEs) use business intelligence and analytics (BI&A) to derive business value and why so many SMEs fail to do so. A qualitative research approach based on semi-structured interviews with five SMEs in Australia was applied with the goal is to understand the process in which SMEs adopt BI&A to derive business value. This involved exploring how owners and managers lead their employees in using data and analytical processes to derive insights to make business decisions. The findings suggest that SMEs which adopt BI&A use a short and simple six-step iterative BI&A process to derive insights for business process application. In addition to the short process, a longer three phase process has been identified which progresses SMEs from solving operational issues to strategic challenges. The resulting short and long BI&A implementation process framework provides a progressive pathway for SME owners and managers to initiate and lead BI&A transformation in their SMEs to derive greater business value. The process model considers dimensions of data, analysis, business process change, social influence, level of information use and financial returns.
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了解中小型企业如何从商业智能和分析中获得价值的过程
本文深入研究了中小企业(SMEs)如何使用商业智能和分析(BI&A)来获得商业价值,以及为什么这么多中小企业没有这样做。采用了一种基于对澳大利亚五家中小企业的半结构化访谈的定性研究方法,目的是了解中小企业采用BI&A来获得商业价值的过程。这包括探索所有者和管理者如何带领员工使用数据和分析过程来获得洞察力,从而做出商业决策。研究结果表明,采用BI&A的中小企业使用一个简短的六步迭代BI&A流程来获得业务流程应用的见解。除了短期过程之外,还确定了一个较长的三个阶段过程,该过程将中小企业从解决运营问题推进到战略挑战。由此产生的短期和长期会计核算实施流程框架为中小企业所有者和管理者提供了一个渐进的途径,以启动和领导其中小企业的会计核算转型,以获得更大的商业价值。流程模型考虑了数据、分析、业务流程变更、社会影响、信息使用水平和财务回报的维度。
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