The purpose of this paper is to analyse the potential barriers that hinder manufacturing enterprises from the perspective of Vietnam in the 4.0 industry period. The study attempts to identify the important factors and their relationships by using the Interpretive Structural Model (ISM) method. The results of the study have significant implications for researchers, managers, and policy-makers.