The Global Entrepreneurship Monitor (GEM) is an international entrepreneurship research project started in 1999. Each year, GEM national teams will collect data in the same research design, methodology, questionnaire, and time. From the past 10 years, GEM builds a multi-countries and panel dataset and many papers published in academic journal. This paper focuses on the existing literature status and contributions of GEM data. Therefore, we will initially review the existing entrepreneurship literature (13 papers) that use GEM data to both understand the current research topics, theoretical grounding, findings, potential limitations, and where we need to move in the future.