Systematic Identification of the Influencing Factors for the Digital Transformation of the Construction Industry Based on LDA-DEMATEL-ANP
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 indus...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
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MDPI AG
2022-09-01
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| Series: | Buildings |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2075-5309/12/9/1409 |
| _version_ | 1797490309304680448 |
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| author | Hui Li Zhengji Han Jingxiao Zhang Simon P. Philbin Die Liu Yongjian Ke |
| author_facet | Hui Li Zhengji Han Jingxiao Zhang Simon P. Philbin Die Liu Yongjian Ke |
| author_sort | Hui Li |
| collection | DOAJ |
| description | 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. |
| first_indexed | 2024-03-10T00:31:09Z |
| format | Article |
| id | doaj.art-0aaa25ef225b4f54b05efa7e9b1d32f9 |
| institution | Directory Open Access Journal |
| issn | 2075-5309 |
| language | English |
| last_indexed | 2024-03-10T00:31:09Z |
| publishDate | 2022-09-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Buildings |
| spelling | doaj.art-0aaa25ef225b4f54b05efa7e9b1d32f92023-11-23T15:24:07ZengMDPI AGBuildings2075-53092022-09-01129140910.3390/buildings12091409Systematic Identification of the Influencing Factors for the Digital Transformation of the Construction Industry Based on LDA-DEMATEL-ANPHui Li0Zhengji Han1Jingxiao Zhang2Simon P. Philbin3Die Liu4Yongjian Ke5School of Civil Engineering, Chang’an University, Xi’an 710061, ChinaSchool of Civil Engineering, Chang’an University, Xi’an 710061, ChinaSchool of Economics and Management, Chang’an University, Xi’an 710061, ChinaNathu Puri Institute for Engineering and Enterprise, School of Engineering, London South Bank University, London SE1 0AA, UKSchool of Civil Engineering, Chang’an University, Xi’an 710061, ChinaSchool of Built Environment, University of Technology Sydney, Sydney, NSW 2007, AustraliaThere 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.https://www.mdpi.com/2075-5309/12/9/1409construction industrydigital transformation digitalizationinfluencing factorsLDA thematic modelDEMATEL-ANP |
| spellingShingle | Hui Li Zhengji Han Jingxiao Zhang Simon P. Philbin Die Liu Yongjian Ke Systematic Identification of the Influencing Factors for the Digital Transformation of the Construction Industry Based on LDA-DEMATEL-ANP Buildings construction industry digital transformation digitalization influencing factors LDA thematic model DEMATEL-ANP |
| title | Systematic Identification of the Influencing Factors for the Digital Transformation of the Construction Industry Based on LDA-DEMATEL-ANP |
| title_full | Systematic Identification of the Influencing Factors for the Digital Transformation of the Construction Industry Based on LDA-DEMATEL-ANP |
| title_fullStr | Systematic Identification of the Influencing Factors for the Digital Transformation of the Construction Industry Based on LDA-DEMATEL-ANP |
| title_full_unstemmed | Systematic Identification of the Influencing Factors for the Digital Transformation of the Construction Industry Based on LDA-DEMATEL-ANP |
| title_short | Systematic Identification of the Influencing Factors for the Digital Transformation of the Construction Industry Based on LDA-DEMATEL-ANP |
| title_sort | systematic identification of the influencing factors for the digital transformation of the construction industry based on lda dematel anp |
| topic | construction industry digital transformation digitalization influencing factors LDA thematic model DEMATEL-ANP |
| url | https://www.mdpi.com/2075-5309/12/9/1409 |
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