{"title":"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","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":"{\"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}","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}
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.