数字化转型背景下业务架构的影响:使用PLS-SEM方法的实证研究

Dennis O'Higgins
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引用次数: 0

摘要

尽管数字化转型至关重要,但高达95%的计划未能提供预期的业务效益。本文探讨了业务架构实践在促进数字化转型成功中的作用。采用平衡计分卡方法和结构方程模型(SEM),我们使用偏最小二乘法(PLS)方法分析了来自129个行业从业者的调查反馈。我们的研究结果表明,有效的业务架构实践可以显著提高业务一致性、效率、服务交付和战略成果,从而实现成功的数字化转型。该研究还验证了AL-MalaiseAL-Ghamdi(2017)在数字化转型背景下提出的因素。本文提出了一个适应的概念模型,解决了以前模型中的判别效度问题,并受益于平衡计分卡方法的鲁棒性。该研究最后强调了业务架构在推动数字化转型成功方面的重要作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Impacts of Business Architecture in the Context of Digital Transformation: An Empirical Study Using PLS-SEM Approach
Despite the critical importance of Digital Transformation, up to 95% of initiatives fail to deliver expected business benefits. This paper explores the role of Business Architecture practices in enhancing digital transformation success. Using an adapted Balanced Scorecard approach and a Structural Equation Model (SEM), we analysed survey responses from 129 industry practitioners using a Partial Least Squares (PLS) approach. Our findings indicate that effective business architecture practices significantly improve business alignment, efficiency, service delivery, and strategic outcomes, leading to successful digital transformation. The study also validates factors proposed by AL-Malaise AL-Ghamdi (2017) in the context of digital transformation. The paper presents an adapted conceptual model addressing discriminant validity issues in previous models and benefiting from the robustness of the Balanced Scorecard approach. The study concludes by highlighting the essential role of business architecture in driving digital transformation success.
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