Xichen Chen, Alice Chang-Richards, Florence Yean Yng Ling, Kenneth Tak Wing Yiu, Antony Pelosi, Nan Yang
{"title":"数字化准备对 AEC 公司数字化能力的影响:PLS-SEM-ANN 双阶段分析","authors":"Xichen Chen, Alice Chang-Richards, Florence Yean Yng Ling, Kenneth Tak Wing Yiu, Antony Pelosi, Nan Yang","doi":"10.1080/09613218.2024.2343825","DOIUrl":null,"url":null,"abstract":"To what extent does a firm’s digital readiness influence its competence in implementing digital initiatives? This study employs a deep-learning-based dual-stage approach using Partial Least Squares...","PeriodicalId":55316,"journal":{"name":"Building Research and Information","volume":"79 1","pages":""},"PeriodicalIF":3.7000,"publicationDate":"2024-04-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Effects of digital readiness on digital competence of AEC companies: a dual-stage PLS-SEM-ANN analysis\",\"authors\":\"Xichen Chen, Alice Chang-Richards, Florence Yean Yng Ling, Kenneth Tak Wing Yiu, Antony Pelosi, Nan Yang\",\"doi\":\"10.1080/09613218.2024.2343825\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"To what extent does a firm’s digital readiness influence its competence in implementing digital initiatives? This study employs a deep-learning-based dual-stage approach using Partial Least Squares...\",\"PeriodicalId\":55316,\"journal\":{\"name\":\"Building Research and Information\",\"volume\":\"79 1\",\"pages\":\"\"},\"PeriodicalIF\":3.7000,\"publicationDate\":\"2024-04-27\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Building Research and Information\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://doi.org/10.1080/09613218.2024.2343825\",\"RegionNum\":3,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"CONSTRUCTION & BUILDING TECHNOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Building Research and Information","FirstCategoryId":"5","ListUrlMain":"https://doi.org/10.1080/09613218.2024.2343825","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CONSTRUCTION & BUILDING TECHNOLOGY","Score":null,"Total":0}
引用次数: 0
摘要
企业的数字化准备程度会在多大程度上影响其实施数字化计划的能力?本研究采用基于深度学习的双阶段方法,利用偏最小二乘法(Partial Least Squares)对企业的数字化准备情况进行分析。
Effects of digital readiness on digital competence of AEC companies: a dual-stage PLS-SEM-ANN analysis
To what extent does a firm’s digital readiness influence its competence in implementing digital initiatives? This study employs a deep-learning-based dual-stage approach using Partial Least Squares...
期刊介绍:
BUILDING RESEARCH & INFORMATION (BRI) is a leading international refereed journal focussed on buildings and their supporting systems. Unique to BRI is a focus on a holistic, transdisciplinary approach to buildings and the complexity of issues involving the built environment with other systems over the course of their life: planning, briefing, design, construction, occupation and use, property exchange and evaluation, maintenance, alteration and end of life. Published articles provide conceptual and evidence-based approaches which reflect the complexity and linkages between cultural, environmental, economic, social, organisational, quality of life, health, well-being, design and engineering of the built environment.