Towards the Uptake of Digital Technologies for Construction Information Management: A Partial Least Squares Structural Equation Modelling Approach

被引:1
|
作者
Adekunle, Peter [1 ]
Aigbavboa, Clinton [1 ]
Akinradewo, Opeoluwa [1 ]
Ikuabe, Matthew [1 ]
Otasowie, Kenneth [1 ]
机构
[1] Univ Johannesburg, Fac Engn & Built Environm, Cidb Ctr Excellence, ZA-2028 Johannesburg, South Africa
关键词
PLS-SEM; information management; digitisation; hypothesized model; communication; operational efficiency; INDUSTRY; 4.0; DIGITIZATION; BIM; BARRIERS; QUALITY; COST; IMPLEMENTATION; PRODUCTIVITY; PERFORMANCE; ENGAGEMENT;
D O I
10.3390/buildings14030827
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
The primary objective of this study survey is to close knowledge gaps by measuring the responses from construction experts and investigating the significant effects of using digital technologies in construction information management (CIM). This is attributed to the lack of thorough knowledge among construction professionals on the implications and efficacy of incorporating digital tools in construction information management. A thorough analysis of the literature on the use of digital technologies revealed outcomes related to digitized ways of managing construction information, which were then contextually tailored through a pilot study and presented in the form of a postulated model. A total of 257 stakeholders in the building industry were given questionnaire surveys to complete in order to gather primary data. The final model of the result of adopting digital technology was statistically validated using partial least squares structural equation modelling (PLS-SEM). By concentrating on the quantitative contribution of the most important result to the adoption of digital technologies throughout the process of CIM, this study closes this knowledge gap. The three primary benefits that digital technologies have the most influence on are communication, operational efficiency, and market intelligence, according to this paper's conclusions. The research showed that encouraging relationships that enable the use of digital technologies should be promoted between technology providers and construction companies. In order to adopt and improve digital solutions, construction firms and technology providers will be able to collaborate in an ecosystem. By shedding light on the implementation and impact of digital technologies in the construction sector, the study helps to close this knowledge gap. The study offers valuable information for upcoming initiatives that support digital transformation through construction methods. The results serve as instructions for the government authorities to help them focus their efforts and distribute their resources more effectively.
引用
收藏
页数:21
相关论文
共 50 条
  • [41] Structural equation modeling with partial least squares using Stata and R
    Tu, Yu-Kang
    BIOMETRICS, 2021, 77 (03) : 1130 - 1131
  • [42] Partial Least Squares Structural Equation Modeling Algorithm for Electronic Wallet
    Nguyen Thi Ngan
    Bui Huy Khoi
    2021 IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLIED NETWORK TECHNOLOGIES (ICMLANT II), 2021, : 73 - 78
  • [44] Consumer segmentation and participation drivers in community-supported agriculture: A choice experiment and partial least squares structural equation modelling approach
    Takagi, Sota
    Saijo, Miki
    Ohashi, Takumi
    INTERNATIONAL JOURNAL OF GASTRONOMY AND FOOD SCIENCE, 2025, 40
  • [45] Genetic algorithm segmentation in partial least squares structural equation modeling
    Ringle, Christian M.
    Sarstedt, Marko
    Schlittgen, Rainer
    OR SPECTRUM, 2014, 36 (01) : 251 - 276
  • [46] Effect of customer cooperative behavior on reverse logistics outsourcing performance in the construction industry - A partial least squares structural equation modeling approach
    Duy Tai Nguyen
    Rameezdeen, Raufdeen
    Chileshe, Nicholas
    Coggins, Jeremy
    ENGINEERING CONSTRUCTION AND ARCHITECTURAL MANAGEMENT, 2022, 29 (09) : 3345 - 3362
  • [47] Uncertainty avoidance and acceptance of the digital payment systems: a partial least squares-structural equation modeling (PLS-SEM) approach
    Alkhwaldi, Abeer F. F.
    Al-Qudah, Anas Ali
    Al-Hattami, Hamood Mohammed
    Al-Okaily, Manaf
    Al-Adwan, Ahmad Samed
    Abu-Salih, Bilal
    GLOBAL KNOWLEDGE MEMORY AND COMMUNICATION, 2024, 73 (8/9) : 1119 - 1139
  • [48] Use of partial least squares structural equation modelling to identify critical success factors in 6 Sigma implementation
    Garcia-Martinez, Rafael
    alvarez-Arguelles, Mariela
    Poblan-Ojinaga, Eduardo -Rafael
    Noriega-Morales, Salvador
    DYNA, 2024, 99 (02): : 130 - 130
  • [49] European management research using partial least squares structural equation modeling (PLS-SEM)
    Richter, Nicole Franziska
    Cepeda, Gabriel
    Roldan, Jose Luis
    Ringle, Christian M.
    EUROPEAN MANAGEMENT JOURNAL, 2016, 34 (06) : 589 - 597
  • [50] DEVELOPING A CORPORATE SOCIAL RESPONSIBILITY FRAMEWORK FOR SUSTAINABLE CONSTRUCTION USING PARTIAL LEAST SQUARES STRUCTURAL EQUATION MODELING
    Wang, Liang
    Zhang, Ping
    Ma, Li
    Gong, Xuhui
    Skibniewski, Miroslaw J.
    TECHNOLOGICAL AND ECONOMIC DEVELOPMENT OF ECONOMY, 2020, 26 (01) : 186 - 212