In today’s business environment, Green supply chain management(GSCM) has become an utmost critical issues to sustain competitiveness. A number of literature review have been published focusing on the issues of GSCM. Nonetheless, traditional literature review has focusing on mainly individual indices to identify forward GSCM. Therefore, this study intends to understand the research trend in GSCM. To do so, we selected top journals based on impact factor to obtain GSCM published academic articles from 2013 to 2018 from Scopus database. In this study, we performed Bibliometrics to provide literature’s characteristics through author, affiliation, and the frequency of certain keywords, and Keyword network analysis to identify issues and topics of GSCM. Furthermore, we examined preferential attachment analysis to overcome inherent weakness of traditional literature review and to identify forward GSCM issues by using Netminer tool.