The influential impact of business intelligence tools usage in establishing responsible business practices using knowledge management stages in the educational sector

Hisham O. Mbaidin, K. Alomari, Nour Qassem Sbaee, Isa Othman AlMubydeen, U.M Chindo
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Abstract

Business intelligence is crucial for businesses, from start-ups to multinationals. Examining the role and efficacy of business intelligence (BI) technologies in gathering, processing, and evaluating data to assist responsible management practices and decision-making is crucial in the modern age, especially for educational institutions. This study investigates the impact of Business Intelligence (BI) tools on Knowledge Management (KM) stages and their subsequent influence on Responsible Business Practices Outcomes in the educational sector of the United Arab Emirates. Using a quantitative research design, the study collected data from 406 faculty and staff members across various UAE universities via a structured survey. It analyzed the data using Partial Least Squares Structural Equation Modeling (PLS-SEM). The results revealed a significant positive relationship between the use of BI Tools and the implementation of KM Stages, indicating that the utilization of BI tools is instrumental in enhancing knowledge management processes. However, the direct effect of BI Tools’ usage on responsible business practices’ outcomes was insignificant, suggesting the need for a mediating factor. KM Stages Implementation emerged as a significant mediator, indicating that the benefits of BI tools on responsible business practices are realized through their influence on KM processes. Moderation analyses showed that Institutional Culture, Training, and Expertise significantly moderated the relationship between BI Tools Usage and KM stage implementation, while Support from Management did not have a significant moderating effect. These findings highlight the importance of fostering an enabling institutional culture and investing in training and expertise to leverage the full potential of BI tools in promoting responsible business practices in educational settings. The study contributes to the literature on technology adoption in education and provides practical implications for educational administrators and policymakers seeking to integrate BI tools into their institutional practices.
商业智能工具的使用对教育部门利用知识管理阶段建立负责任的商业做法的影响
商业智能对企业至关重要,从初创企业到跨国公司都是如此。研究商业智能(BI)技术在收集、处理和评估数据方面的作用和功效,以协助负责任的管理实践和决策,在现代社会至关重要,尤其是对教育机构而言。本研究调查了商业智能(BI)工具对知识管理(KM)阶段的影响,以及随后对阿拉伯联合酋长国教育部门负责任商业实践成果的影响。本研究采用定量研究设计,通过结构化调查收集了阿联酋各大学 406 名教职员工的数据。研究采用偏最小二乘法结构方程模型(PLS-SEM)对数据进行了分析。结果显示,商业智能工具的使用与知识管理阶段的实施之间存在明显的正相关关系,表明商业智能工具的使用有助于加强知识管理流程。然而,商业智能工具的使用对负责任企业实践结果的直接影响并不明显,这表明需要一个中介因素。知识管理阶段的实施是一个重要的中介因素,表明商业智能工具对负责任企业实践的益处是通过其对知识管理流程的影响来实现的。调节分析表明,机构文化、培训和专业知识在很大程度上调节了商业智能工具使用与知识管理阶段实施之间的关系,而来自管理层的支持则没有明显的调节作用。这些研究结果凸显了培养有利的机构文化、投资于培训和专业知识以充分发挥商业智能工具在教育环境中促进负责任的商业实践的潜力的重要性。这项研究为有关教育领域技术应用的文献做出了贡献,并为寻求将商业智能工具纳入其机构实践的教育管理者和决策者提供了实际启示。
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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