Assessing Some Important Factors for BDA Project Success

T. Guimaraes, K. Paranjape, Curtis P. Armstrong, Edwin Baidoo
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Abstract

To be successful, BDA applications must be capable of producing actionable information useful to support managerial decisions throughout the organization. Some authors have proposed that BDA projects differ from IT projects by requiring extra analytical capabilities, special software, and more specialized application developers to enhance decision modelling effectiveness. This study used a two-respondent survey of decision makers using BDA applications fully operational for between 1-3 years and the corresponding CDOs in 282 organizations in various industry sectors. Using stepwise multivariate regression analysis, this convenience sample with a response rate of 32% was used to test hypotheses regarding the importance of some factors proposed in the literature as likely to improve the success of BDA applications. The results corroborate the importance of these factors by explaining a substantial percentage of the variance in decision modelling effectiveness and support several insights on a few success factors corporate managers should focus on.
评估BDA项目成功的一些重要因素
为了取得成功,BDA应用程序必须能够生成可操作的信息,这些信息对支持整个组织的管理决策非常有用。一些作者提出BDA项目不同于IT项目,因为它需要额外的分析能力、特殊的软件和更专业的应用程序开发人员来增强决策建模的有效性。本研究采用了一项两名受访者的调查,调查对象是使用BDA应用程序全面运行了1-3年的决策者,以及来自不同行业部门的282家组织的相应cdo。使用逐步多元回归分析,这个回复率为32%的便利样本被用来检验关于文献中提出的一些因素的重要性的假设,这些因素可能会提高BDA应用的成功率。研究结果证实了这些因素的重要性,解释了决策建模有效性差异的很大一部分,并支持了企业管理者应该关注的几个成功因素的一些见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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