Journal Screenshot

International Journal of Academic Research in Progressive Education and Development

Open Access Journal

ISSN: 2226-6348

Generative AI and Higher-Order Thinking in Vocational Education: A Study of Human-Machine Collaboration

Zhong Mengmeng, Mohamad Izzuan Mohd Ishar, Muhammad Sukri Saud, Li BoHong

http://dx.doi.org/10.6007/IJARPED/v14-i4/27063

Open access

This study dives into how Generative Artificial Intelligence (GenAI) can boost higher-order thinking skills among vocational college students in Guangxi, China. The researchers used a quasi-experimental mixed-methods approach, involving 70 students from information technology and engineering programs. They split the students into two groups: one that experienced GenAI-enhanced interactive teaching and another that followed traditional instruction. The experimental group utilized GenAI in specific roles like “virtual debater” and “decision consultant,” which helped them engage more actively in debates, case analyses, and reflective decision-making. The quantitative results from pre- and post-tests showed a notable improvement in critical thinking, logical reasoning, and reflective skills for the students in the experimental group. Meanwhile, qualitative data gathered from observations, student journals, and interviews highlighted an increase in metacognitive awareness, deeper engagement with problem-solving tasks, and a positive view of AI as a helpful partner in learning. However, there were also concerns about students becoming too reliant on AI tools and the necessity for guided facilitation. The findings indicate that when implemented thoughtfully, GenAI tools can significantly enhance higher-order thinking in vocational education, especially when paired with teaching strategies that promote active learning and reflection. This study underscores the importance of integrating AI ethically and calls for customized instructional designs to ensure fair access and ongoing cognitive growth. These insights add to the ongoing conversation about human-machine collaboration in education and provide valuable guidance for future curriculum innovations in tech-driven learning environments.

Adarkwah, M. A. (2024). GenAI-Infused Adult Learning in the Digital Era: A Conceptual Framework for Higher Education. Adult Learning, 10451595241271161.
Airaj, M. (2024). Ethical artificial intelligence for teaching-learning in higher education. Education and Information Technologies, 29(13), 17145-17167.
Chang, C. Y., Lin, H. C., Yin, C., & Yang, K. H. (2025). Generative AI-assisted reflective writing for improving students’ higher order thinking. Educational Technology & Society, 28(1), 270-285.
Christyodetaputri, J. H., & Marwa, N. (2024). Realizing ethical and equitable assessment in global education through artificial intelligence. Sinergi International Journal of Education, 2(3), 170-186.
Fischer, G., Lundin, J., & Lindberg, J. O. (2020). Rethinking and reinventing learning, education and collaboration in the digital age—from creating technologies to transforming cultures. The International Journal of Information and Learning Technology, 37(5), 241-252.
Ghapar, M. A., Campus, U. T. B. D., Ibrahim, N., Shamsudin, A., Hassan, N. F. N., Ghapar, M. A., ... & Hassan, N. F. N. (2024). Digital Game-Based Value Learning Model for Management Students in Malaysian Higher Education Institutions. Journal of Creative Practices in Language Learning and Teaching (CPLT), 12(2).
Karagianni, G. K. (2024). " Metacognitive Evolution: Bridging Aristotelian Wisdom and Autonomous Learning in the Digital Age. International Journal of Education and Research, 12(8), 69-84.
Majumdar, P. (2025). Empowering skill development through generative AI bridging gaps for a sustainable future.
Owen, A. (2025). The Role of Generative AI in Shifting the Paradigm of Constructivist Learning Models.
Rongchang, J., Yonghong, C., Yi, P., Shijie, X., & Dandan, Q. (2024). Opportunities and challenges of AI in vocational education. International Journal of Learning and Teaching, 10(5), 590-596.
Schlicht, C. (2025). AI in Higher Education: Transforming Education through Innovative Learning Formats and enhanced student engage-ment. Tagungsband SPOTLIGHT FMplus.
Shaznay, N. (2025). Bridging the Industry-Higher Education Gap with Critical Design Futures Thinking and GenAI for Innovation. In The Rise of Intelligent Machines (pp. 268-288). Chapman and Hall/CRC.
Singh, A., Guan, Z., & Rieh, S. Y. (2025). Enhancing Critical Thinking in Generative AI Search with Metacognitive Prompts. arXiv preprint arXiv:2505.24014.
Türker, P. M., & Öztürk, M. (2025). Generative Artificial Intelligence and the 4C Learning Skills for the 21st Century. In Next-Generation AI Methodologies in Education (pp. 285-320). IGI Global Scientific Publishing.

Mengmeng, Z., Ishar, M. I. M., Saud, M. S., & BoHong, L. (2025). Generative AI and Higher-Order Thinking in Vocational Education: A Study of Human-Machine Collaboration. International Journal of Academic Research in Progressive Education and Development, 14(4), 1667–1679.