Exploring the Impact of Innovation Competitions on Student Self-Awareness and Growth Through AI and Human Analysis

Student Innovation Competitions and Programs (ICPs), including design challenges, hackathons, startup competitions, and boot camps, play a critical role in entrepreneurship and innovation education. These programs foster students' technical skills, networking opportunities, and innovation mindsets. However, the literature lacks an exploration of ICPs' transformative impact on students' entrepreneurial mindsets, which involves profound changes in students' values and abilities. This study addresses this gap by applying the Transformative Learning Theory (TLT) to examine how ICPs can be transformative experiences for students. Using a qualitative inductive approach, semi-structured interviews with 36 students who participated in ICPs were conducted. Thematic analysis was performed using both human coders and ChatGPT 4.0 to identify the strengths and weaknesses realized by students during ICPs. The results showed a high level of agreement between human and AI-generated codes, highlighting ICPs' role in enhancing self-awareness and personal growth. Key strengths discovered included communication skills, leadership, problem-solving, organizational skills, tenacity, and interpersonal skills, while common weaknesses were noted as time management, communication challenges, lack of self-advocacy, trust issues, inflexibility, conflict management, and stress and anxiety. These findings suggest that ICPs are instrumental in fostering an entrepreneurial and innovation mindset, but organizers should address time management and stress issues to maximize benefits to students.