【摘要】 在全球化与知识经济快速发展的时代，研究生教育作为培养高层次、创新型人才的关键环节，其重要性愈发显著。研究生教育不仅关系到高校学科发展和研究生教育质量，更是推动国家社会进步的重要力量。首先对当前我国研究生招生人数和结构的变化做了分析，随后着重阐述了提高研究生生源质量的重要性。采用问卷调查的方式探究2025级推荐免试学生选择读研高校的主要依据和信息获取方式，通过对这些数据的分析，探索实践我国研究生招生的有效模式，以期推动研究生教育的持续发展，为国家培养更多优秀的创新型人才。更多还原

【Abstract】 In the era of globalization and rapid development of the knowledge economy, graduate education, as a key link in cultivating high-level and innovative talents, has become increasingly important. Graduate education is not only related to the development of disciplines in universities and the quality of graduate education, but also an important force in promoting national and social progress. This article first analyzes the changes in the current number and structure of graduate enrollment in China. Subsequently, the article emphasized the importance of improving the quality of graduate student sources. This article uses a questionnaire survey to explore the main basis and information acquisition methods for recommending exam free students to choose graduate schools in2025. Through the analysis of these data, it explores effective models for graduate enrollment in China, in order to promote the sustainable development of graduate education and cultivate more outstanding innovative talents for the country.更多还原