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This study explores the transformative impact of co-design methodologies in higher education, integrating constructivist, constructionist, and transformative learning theories to foster a participatory learning environment. Through design-based research and learning experience network analysis, we examined how students in a graduate course co-designed and engaged in learning activities. Our analysis identified distinct experiential clusters reflecting diverse student interactions with co-design elements. Findings highlight co-design's capacity to empower students, enhancing engagement and ownership of learning processes. This study underscores the effectiveness of co-design in actualizing theoretical frameworks in practical settings, advocating for educational strategies that promote reflective participation and real-world connections, thereby enriching the educational experience and outcomes.