The regional economy has always been a topic of concern for policymakers, researchers, and the general public. In particular, the employment flow of college graduates, as an important aspect of the regional economy, has drawn increasing attention in recent years. This thesis aims to explore the influencing factors of the regional economy and the employment flow of college graduates. To achieve this goal, the thesis first reviews relevant literature on the regional economy and the employment of college graduates. Then, it analyzes the current situation of the regional economy and the employment of college graduates in China. Finally, it identifies the influencing factors of the regional economy and the employment flow of college graduates and provides policy recommendations to improve the regional economy and promote the employment of college graduates.