Systematic Identification of the Influencing Factors for the Digital Transformation of the Construction Industry Based on LDA-DEMATEL-ANP

被引:23
|
作者
Li, Hui [1 ]
Han, Zhengji [1 ]
Zhang, Jingxiao [2 ]
Philbin, Simon P. [3 ]
Liu, Die [1 ]
Ke, Yongjian [4 ]
机构
[1] Changan Univ, Sch Civil Engn, Xian 710061, Peoples R China
[2] Changan Univ, Sch Econ & Management, Xian 710061, Peoples R China
[3] London South Bank Univ, Sch Engn, Nathu Puri Inst Engn & Enterprise, London SE1 0AA, England
[4] Univ Technol Sydney, Sch Built Environm, Sydney, NSW 2007, Australia
关键词
construction industry; digital transformation digitalization; influencing factors; LDA thematic model; DEMATEL-ANP; INNOVATION;
D O I
10.3390/buildings12091409
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
There is an urgent need to improve our understanding of the digital transformation of the construction in order to leverage the benefits of the wider adoption of the Industry 4.0 paradigm. However, there is a lack of systematic research on the digital transformation pathway of the construction industry. In view of this, this study uses the LDA theme model to explore the key influencing factors for the digital transformation of the construction industry and builds a digital comprehensive evaluation system of the construction industry with DEMATEL-ANP. The findings are as follows: Firstly, five elements of the construction industry, such as enterprise resources, enterprise capabilities, enterprise spirit, macro environment and industry environment, have an important impact on the digital transformation of the construction industry. Secondly, the ability of construction enterprises has the most significant influence on the digital transformation of the construction industry. This empirical study provides policy suggestions and an implementation framework for realizing high-quality development of the construction industry based on digital technological innovation. The study helps construction enterprises to understand the necessity of digital transformation and provides a theoretical basis and practical ideas for construction enterprises to formulate their own digital transformation strategies.
引用
收藏
页数:22
相关论文
共 50 条
  • [1] Research on the Influencing Factors of Construction Enterprises' Digital Transformation Based on DEMATEL-TAISM
    Liu, Huihui
    Yu, Hui
    Zhou, Hongmin
    Zhang, Xiantang
    SUSTAINABILITY, 2023, 15 (12)
  • [2] Research on the Influencing Factors of Coal Industry Transformation Based on the DEMATEL-ISM Method
    Zhong, Shuheng
    Lin, Dan
    Yang, Kangdi
    ENERGIES, 2022, 15 (24)
  • [3] An integrated DEMATEL-ANP approach for identification and prioritization of factors affecting fall from height accidents in the construction industry
    Rostamzadeh, Sajjad
    Abouhossein, Alireza
    Chalak, Mohammad Hossein
    Vosoughi, Shahram
    Norouzi, Roya
    INTERNATIONAL JOURNAL OF OCCUPATIONAL SAFETY AND ERGONOMICS, 2023, 29 (02) : 474 - 483
  • [4] Identification of influencing factors of college students' pro-environmental behavior by DEMATEL-based ANP method
    Wang, Na
    Gao, Ying
    Jia, Meng
    Zhao, Qun
    DESALINATION AND WATER TREATMENT, 2020, 191 : 193 - 206
  • [5] A Systematic Review of the Digital Transformation of the Building Construction Industry
    Naji, Khalid K.
    Gunduz, Murat
    Alhenzab, Fahid Hamad
    Al-Hababi, Hamed
    Al-Qahtani, Abdulla Hamad
    IEEE ACCESS, 2024, 12 : 31461 - 31487
  • [6] Research on influencing factors and optimization strategy of railway construction risk identification based on DEMATEL-AISM
    Guo F.
    Li Y.
    Peng X.
    Gu J.
    Journal of Railway Science and Engineering, 2024, 21 (02) : 802 - 811
  • [7] Factors influencing contractors’ low-carbon construction behaviors in China: a LDA-DEMATEL-ISM approach
    Wang, Zhihai
    Wang, Wentao
    Li, Dezhi
    Wang, Yang
    Yu, Lugang
    Zhou, Shenghua
    Zhou, Huan
    Environmental Science and Pollution Research, 2024, 31 (36) : 49040 - 49058
  • [8] Identification and analysis of influencing factors of green mining construction based on DPSIR model and Fuzzy-DEMATEL approach
    Lin, Weixing
    Wu, Pan
    Zhao, Guoyan
    FRONTIERS IN ENVIRONMENTAL SCIENCE, 2024, 11
  • [9] Exploring the Critical Factors of Digital Transformation Based on Linguistic Variables and DEMATEL
    Chen, Chien-Wen
    Chen, Chen-Tung
    INTELLIGENT AND FUZZY SYSTEMS: DIGITAL ACCELERATION AND THE NEW NORMAL, INFUS 2022, VOL 2, 2022, 505 : 617 - 625
  • [10] Analysis of Influencing Factors on the Development of CW Disposal Industry Based on DEMATEL Method
    Chen Qijun
    Chen Yizhong
    PROCEEDINGS OF THE 2017 6TH INTERNATIONAL CONFERENCE ON ENERGY AND ENVIRONMENTAL PROTECTION (ICEEP 2017), 2017, 143 : 774 - 780