Construction is a complex industry. A system like Building Information Modeling (BIM) has benefited many construction players in order to expedite their works effectively and efficiently in terms of design, implementation, and management of a project. As the construction industry involves many players such as clients, designers, contractors, and manufacturers, the existence of BIM can speed up planning time, minimizing resources, and even saving project costs. However, in some countries, the acceptance of BIM technology in the construction industry is still very low. This paper aims to explore and review the barriers associating with adopting BIM as a digital information tool in the construction industry. A systematic review was conducted of 26 journal articles and conference papers published between 2013 to 2019. The identified barriers were then classified and analyzed. The results of the study revealed that from the 26 selected articles, 15 categories of barriers have been successfully extracted and discussed. 15 categories of barriers are cost, law, experts, interoperability, awareness, culture, processes, management, demand, project scale, technology, skills, training, contract, and standard. The study offers significant insights for future research to overcome the barriers to the implementation of BIM.