From C0 to C6: Expanding Bloom’s Taxonomy to Diagnose Passive Learning in AI-Mediated Classrooms

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DOI:

https://doi.org/10.70508/v0ee3n46

Abstract

The rapid integration of generative artificial intelligence (AI) into educational environments has reshaped the way learners access and engage with knowledge. While AI offers unprecedented efficiency and convenience, it has simultaneously created conditions that foster passive learning behaviors, particularly copy-pasting without cognitive involvement. This phenomenon contributes to a degradation of higher-order thinking, popularly termed “brain rot.” This article introduces the concept of Zero Order Thinking State (ZOTS) as a new pre-cognitive category—designated as C0—that precedes the lowest level of Bloom’s Taxonomy. ZOTS represents a non-cognitive state in which learners exhibit no mental activation, processing, or interpretation of information. Through a reflective qualitative approach grounded in conceptual analysis, this study synthesizes contemporary literature on AI-assisted learning, cognitive psychology, and digital distraction to formalize the C0–C6 pedagogical matrix. Findings indicate that ZOTS is not merely a lower level of cognition but a null cognitive condition that requires urgent pedagogical and policy intervention. The expanded taxonomy proposed in this study offers educators a strategic framework to diagnose and mitigate ZOTS while promoting more ethical, reflective, and epistemically aware uses of AI. The article contributes both theoretical insights and practical strategies essential for designing learning environments that preserve human cognition in an era of technological acceleration.

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References

Akavova, A., Temirkhanova, Z., & Lorsanova, Z. (2023). Adaptive learning and artificial intelligence in the educational space. E3s Web of Conferences, 451, 06011. https://doi.org/10.1051/e3sconf/202345106011

Chadha, A. (2024). Transforming higher education for the digital age. Journal of Interdisciplinary Studies in Education, 13(S1). https://doi.org/10.32674/em2qsn46

Chavda, M., Patel, H., & Bhatt, H. (2023). Quality education through writing: aligning learning objectives in learning materials and question papers using bloom’s taxonomy. Quality Assurance in Education, 32(1), 96-110. https://doi.org/10.1108/qae-03-2023-0045

Deif, A. (2023). Going from 2d to 3d in supply chain 4.0 education: an lsp approach. International Journal of Industrial Engineering and Operations Management, 5(3), 161-180. https://doi.org/10.1108/ijieom-11-2022-0065

Fatimah, S., Nurkhin, A., Setiyani, R., Santoso, J., & Anggaeni, O. (2025). Critical thinking analysis in the era of artificial intelligence: study on unnes accounting education students. EDU, 18-29. https://doi.org/10.59397/edu.v4i1.117

Gonsalves, C. (2024). Generative ai’s impact on critical thinking: revisiting bloom’s taxonomy. Journal of Marketing Education. https://doi.org/10.1177/02734753241305980

Kaabi, S. (2025). Reliance on ai and its effects on critical thinking and graduate readiness: evidence from uae higher education. International Journal of Learning Teaching and Educational Research, 24(8), 398-417. https://doi.org/10.26803/ijlter.24.8.17

Kanthimathi, S. and Raja, B. (2025). Transforming education: from rote learning to critical thinking in modern classrooms. EIJER. https://doi.org/10.53555/ephijer.v9i1.150

Kimmel, S. (2024). Ai facilitated critical thinking in an undergraduate project based service-learning course. Journal of Behavioral and Applied Management, 24(2). https://doi.org/10.21818/001c.122149

McHugh, D., Yanik, A., & Mancini, M. (2021). An innovative pharmacology curriculum for medical students: promoting higher order cognition, learner-centered coaching, and constructive feedback through a social pedagogy framework. BMC Medical Education, 21(1). https://doi.org/10.1186/s12909-021-02516-y

Muhsinin, M., Sahni, S., Ariawan, S., & Hamdi, M. (2025). Content analysis of thinking skills level in reading questions of tenth grade of efl textbook in indonesia. Journal of English Language Teaching Innovations and Materials (Jeltim), 7(1), 35-53. https://doi.org/10.26418/jeltim.v7i1.60800

Nurhajarurahmah, S., Tasni, N., Azis, S., Syukriani, A., & Agustini, S. (2025). Artificial intelligence (ai) sebagai katalisator pedagogis: transformasi digital dalam merancang soal high order thinking skill. Jurnal Pengabdian Masyarakat (Abdira), 5(3), 342-354. https://doi.org/10.31004/abdira.v5i3.682

Rathore, A. (2025). Developing higher order thinking skills. International Journal for Multidisciplinary Research, 7(5). https://doi.org/10.36948/ijfmr.2025.v07i05.57426

Salido, A. (2025). Mapping the landscape of critical thinking skills in higher education in the ai era: a bibliometric and systematic literature review. Journal of Culture and Values in Education, 8(2), 139-164. https://doi.org/10.46303/jcve.2025.23

Shahzad, S., Raza, M., Malhi, S., Ain, Q., & Malhi, D. (2025). Integrating artificial intelligence to foster critical thinking and problem-solving in 21st-century classrooms. Res. J. Social Affairs, 3(5), 635-648. https://doi.org/10.71317/rjsa.003.05.0362

Sychev, O., Penskoy, N., Anikin, A., Denisov, M., & Prokudin, A. (2021). Improving comprehension: intelligent tutoring system explaining the domain rules when students break them. Education Sciences, 11(11), 719. https://doi.org/10.3390/educsci11110719

Turvey, K. and Pachler, N. (2025). A topological exploration of convergence/divergence of human‐mediated and algorithmically mediated pedagogy. British Journal of Educational Technology. https://doi.org/10.1111/bjet.70007

Voinohovska, V. and Doncheva, J. (2024). Еnhancing students’ coding skills with bloom's taxonomy and the competence approach through educational game design. Environment Technology Resources Proceedings of the International Scientific and Practical Conference, 2, 519-524.

Yu, Y. and Xu, X. (2024). Research on artificial intelligence literacy level and its influencing factors of high school students. International Journal of Social Science and Research. https://doi.org/10.58531/ijssr/2/2/1

Published

2025-12-31

How to Cite

Asbari, M. (2025). From C0 to C6: Expanding Bloom’s Taxonomy to Diagnose Passive Learning in AI-Mediated Classrooms. Indonesian Journal of Management and Economic Research, 2(02), 38-43. https://doi.org/10.70508/v0ee3n46