Impacts of Business Architecture in the Context of Digital Transformation: An Empirical Study Using PLS-SEM Approach

Dennis O'Higgins
{"title":"Impacts of Business Architecture in the Context of Digital Transformation: An Empirical Study Using PLS-SEM Approach","authors":"Dennis O'Higgins","doi":"arxiv-2307.11895","DOIUrl":null,"url":null,"abstract":"Despite the critical importance of Digital Transformation, up to 95% of\ninitiatives fail to deliver expected business benefits. This paper explores the\nrole of Business Architecture practices in enhancing digital transformation\nsuccess. Using an adapted Balanced Scorecard approach and a Structural Equation\nModel (SEM), we analysed survey responses from 129 industry practitioners using\na Partial Least Squares (PLS) approach. Our findings indicate that effective\nbusiness architecture practices significantly improve business alignment,\nefficiency, service delivery, and strategic outcomes, leading to successful\ndigital transformation. The study also validates factors proposed by AL-Malaise\nAL-Ghamdi (2017) in the context of digital transformation. The paper presents\nan adapted conceptual model addressing discriminant validity issues in previous\nmodels and benefiting from the robustness of the Balanced Scorecard approach.\nThe study concludes by highlighting the essential role of business architecture\nin driving digital transformation success.","PeriodicalId":501310,"journal":{"name":"arXiv - CS - Other Computer Science","volume":"23 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2023-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - CS - Other Computer Science","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2307.11895","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

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.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
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
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。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Artificial Intelligence-based Smart Port Logistics Metaverse for Enhancing Productivity, Environment, and Safety in Port Logistics: A Case Study of Busan Port Evaluating the Usability of Qualified Electronic Signatures: Systematized Use Cases and Design Paradigms A Brief Discussion on the Philosophical Principles and Development Directions of Data Circulation Predicting Star Scientists in the Field of Artificial Intelligence: A Machine Learning Approach A Match Made in Semantics: Physics-infused Digital Twins for Smart Building Automation
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1