This study explores the influence of contemporary philosophical teaching approaches on students' learning performance in selected universities in China. The research specifically examines the extent to which philosophical approaches like Perennialism, Essentialism, Progressivism, Reconstructionism, and Behaviorism are manifested among educators and how these approaches impact students' engagement, attitudes, assignment quality, and grades. Utilizing a mixed-methods approach, the study involved a comprehensive survey of university teachers, followed by a quantitative analysis of the data. The results indicate that Progressivism and Reconstructionism are the most prevalent approaches, showing significant correlations with enhanced student engagement and improved learning outcomes. However, Behaviorism demonstrated a notable predictive ability in influencing students' performance through structured reinforcement strategies. The study highlights the importance of integrating diverse teaching methodologies to cater to varying student needs and promote holistic educational development. These findings provide a basis for proposing a more enriched and adaptable teaching program aimed at fostering a more interactive and student-centered learning environment.