What Drives Industry 4.0 Technologies Adoption? Evidence from a SEM-Neural Network Approach in the Context of Vietnamese Firms

Author:

Le Vu1ORCID,Nguyen Tien1ORCID,Pham Khanh2ORCID

Affiliation:

1. Faculty of Finance and Banking, Van Lang University, Ho Chi Minh City 70000, Vietnam

2. School of Banking, University of Economics Ho Chi Minh City, Ho Chi Minh City 70000, Vietnam

Abstract

The development of the Industrial Revolution 4.0 has far-reaching effects on all aspects of life, the economy, and society, bringing various growth opportunities for businesses. However, businesses are still hesitant to apply these new technologies. On a research sample from a survey of 396 Vietnamese enterprises, the study uses the SEM-neural network method to determine the relationship and importance of five groups of factors affecting the firms’ Industry 4.0 technologies adoption. The results suggest that five groups of factors, including Perceived characteristics, Technological competencies, CEO characteristics, Environmental characteristics, and Subjective Norms, all positively and significantly impact the Industry 4.0 technologies adoption in Vietnam. In particular, Technological competencies are the most influential factors according to the SEM method, while Subjective norms factors have the most decisive impact according to the neural-network method. Moreover, the research also found that adopting Industry 4.0 technologies depends on different company characteristics, such as age, size, status, and industry.

Funder

Van Lang University

University of Economics Ho Chi Minh City (UEH), Vietnam

Publisher

MDPI AG

Subject

Management, Monitoring, Policy and Law,Renewable Energy, Sustainability and the Environment,Geography, Planning and Development,Building and Construction

Reference154 articles.

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2. Petrillo, A., De Felice, F., Cioffi, R., and Zomparelli, F. (2018). Fourth Industrial Revolution: Current Practices, Challenges, and Opportunities, InTech.

3. Technologies, Opportunities and Challenges of the Industrial Revolution 4.0: Theoretical Considerations;Rymarczyk;Entrep. Bus. Econ. Rev.,2020

4. Smit, J., Kreutzer, S., Moeller, C., and Carlberg, M. (2016). Policy Department A: Economic and Scientific Policy–Industry 4.0, European Parliament.

5. Deloitte Insights (2018). The Fourth Industrial Revolution Is Here—Are You Ready?, Deloitte Insights.

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