Research on Teaching Reform of Statistics Course Oriented to Teacher-Student Recognition Relationship

Abstract

Under the ongoing student-centered teaching reform in contemporary higher education, the establishment of a robust teacher-student recognition relationship has emerged as a crucial factor for improving overall teaching quality and fostering students' comprehensive development. Statistics, serving as a fundamental professional course characterized by its dual theoretical and practical features, currently faces significant pedagogical challenges. These include insufficient classroom interaction, a persistent separation between theoretical instruction and practical application, and overly simplistic, result-oriented evaluation methods. Such problems fundamentally contradict the core values of equality, mutual respect, and student empowerment embedded within the paradigm of teacher-student recognition. To address these critical issues, this paper draws upon Axel Honneth's theory of recognition to establish innovative principles for teaching reform specifically oriented toward enhancing the teacher-student recognition relationship. By systematically applying this theoretical framework, the study constructs a comprehensive reform plan for the Statistics curriculum, encompassing the redesign of course objectives, instructional content, pedagogical processes, and assessment methodologies. The proposed framework facilitates a vital paradigm shift in teaching evaluation, transitioning from a strictly knowledge-oriented approach to a relationship-oriented model, and moving from traditional result-oriented metrics to dynamic, process-oriented assessments. Ultimately, this research provides both a robust theoretical foundation and actionable practical references for educators seeking to implement similar pedagogical transformations in related academic disciplines, thereby promoting a more inclusive and effective educational environment.