商业智能在银行业获得竞争优势中的作用——一个实证分析

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引用次数: 0

摘要

随着信息技术的进步,组织获取和分析数据以进行有效决策的能力有所提高。良好的战略促进使用中的过程和技术之间的一致性,这可能导致更好的公司绩效。然而,很少有人关注企业战略和商业智能(BI)系统如何在形成组织信息和获得竞争优势方面发挥作用。因此,本研究的目的是探讨企业战略对企业竞争优势的影响,其中商业智能采用的中介作用和商业智能能力的调节作用。为此,采用了定量研究方法,并从巴基斯坦电信部门的300名中层管理人员中收集了数据。采用SPSS和AMOS进行描述性统计、相关性分析、信度分析、单因素方差分析、验证性因子分析、Hayes过程中介分析等统计检验。研究结果显示,企业战略与竞争优势之间存在正相关关系,商业智能的采用是一个中介因素。商业智能能力正调节着商业智能采用与竞争优势之间的关系。因此,所有提出的假设(H1, H2和H3)都被批准。讨论了本研究的贡献和局限性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Role of Business Intelligence in Banking Sector for Achieving Competitive Advantage- An Empirical Analysis
With recent advancements in information technology, organizations’ capability to acquire and analyze data for efficient decision making has increased. Good strategies promote alignment among processes and technology in use, which may result in better firm performance. However, there has been little focus on how firm strategies and business intelligence (BI) systems might play their part in forming organizational information and getting a competitive edge. Therefore, the purpose of conducting this study is to investigate the impact of firm strategy on firm competitive advantage with mediating role of BI adoption and moderating role of BI capabilities. For this, a quantitative research methodology was used, and data was collected from 300 middle-level managers in Pakistan's telecom sector. Statistical tests such as descriptive statistics, correlation, reliability analysis, one-way ANOVA, confirmatory factor analysis, and mediation analysis through Hayes process were performed using SPSS and AMOS. The findings revealed a positive link between firm strategy and competitive advantage, with business intelligence adoption serving as a mediating factor. Business intelligence capabilities positively moderate the relationship between BI adoption and competitive advantage. Hence, all proposed hypotheses (H1, H2, and H3) were approved. The contribution and Limitation of the study are also discussed.
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