Study on the Influencing Factors of Digital Transformation of Construction Enterprises from the Perspective of Dual Effects—A Hybrid Approach Based on PLS-SEM and fsQCA
Open Access
- 6 April 2023
- journal article
- research article
- Published by MDPI AG in Sustainability
- Vol. 15 (7) , 6317
Abstract
The digital transformation of Chinese construction enterprises is crucial for achieving sustainable and high-quality development in the construction industry. However, there is still a lack of in-depth research on the impact mechanism of digital transformation in construction enterprises. The purpose of this study is to explore the multiple influencing factors and complex causal relationships of digital transformation in construction enterprises and promote the deep integration of digitalization and construction enterprises. To this end, based on the dual-effect perspective (net effect perspective of a single influencing factor and configuration effect perspective of multiple influencing factors), using the “technology–organization–environment” framework (TOE framework) to construct a research model of influencing factors for digital transformation in construction enterprises. A sample of 236 construction enterprise managers was surveyed, and partial least squares structural equation modeling (PLS-SEM) and fuzzy set qualitative comparative analysis (fsQCA) methods were used to empirically analyze the dual effects of influencing factors for digital transformation in construction enterprises. The results show that: (1) from the net effect perspective, there are seven factors that significantly impact digital transformation in construction enterprises; (2) from the configuration effect perspective, there are three paths that can achieve high-level digital transformation in construction enterprises, and one path that leads to low-level digital transformation; (3) from the dual-effect perspective, top management support and policy support are key factors for digital transformation in Chinese construction enterprises. The research results enrich the relevant research on digital transformation in construction enterprises and provide a reference basis for promoting digital transformation in construction enterprises.Keywords
Funding Information
- Special Fund for Science and Technology Innovation Strategy of Guangdong Province (pdjh2021b0405)
This publication has 73 references indexed in Scilit:
- Digital Transformation StrategiesBusiness & Information Systems Engineering, 2015
- Assessing the determinants of cloud computing adoption: An analysis of the manufacturing and services sectorsInformation & Management, 2014
- Understanding the determinants of electronic supply chain management system adoption: Using the technology–organization–environment frameworkTechnological Forecasting and Social Change, 2014
- Partial least squares structural equation modeling (PLS-SEM)European Business Review, 2014
- Moving beyond multiple regression analysis to algorithms: Calling for adoption of a paradigm shift from symmetric to asymmetric thinking in data analysis and crafting theoryJournal of Business Research, 2013
- Building Better Causal Theories: A Fuzzy Set Approach to Typologies in Organization ResearchAcademy of Management Journal, 2011
- PLS-SEM: Indeed a Silver BulletJournal of Marketing Theory and Practice, 2011
- Understanding the determinants of RFID adoption in the manufacturing industryTechnological Forecasting and Social Change, 2010
- BAYESIAN NETWORKS VERSUS OTHER PROBABILISTIC MODELS FOR THE MULTIPLE DIAGNOSIS OF LARGE DEVICESInternational Journal on Artificial Intelligence Tools, 2007
- Common method biases in behavioral research: A critical review of the literature and recommended remedies.Journal of Applied Psychology, 2003