AI-dependency pada Mahasiswa: Ancaman Baru bagi Kemampuan Berpikir Kritis dan Peran Pendidikan Tinggi
DOI:
https://doi.org/10.56013/edu.v14i1.4932Keywords:
AI-dependency; Autonomous Learning; Critical Thinking; Digital Literacy; Higher EducationAbstract
The rapid integration of Artificial Intelligence (AI) tools in higher education has benefits but also introduced new challenges, particularly the phenomenon of AI-dependency students’ excessive reliance on AI for academic tasks. This conceptual article Aims to examine the psychological mechanisms underlying AI-dependency, its implications for cognitive processing and critical thinking skills, and the potential risks it poses to academic integrity and autonomous learning. This study employs a conceptual literature review, drawing on relevant scholarly articles retrieved from major academic databases such as Scopus, Web of Science, and Google Scholar, with a focus on publications related to AI use in education, cognitive processes, and critical thinking. The literature was synthesized using a narrative–thematic analysis to identify key patterns, concepts, and institutional responses to AI-dependency. The article concludes that higher education institutions play a strategic role in mitigating AI-dependency through curriculum design, critical AI literacy development, assessment practices emphasizing higher-order thinking skills, and academic support systems. These institutional interventions are essential to ensure that AI functions as a cognitive support tool rather than a substitute for critical thinking.
References
Aghaee, N., Vrågård, J., & Brorsson, F. (2024). Generative AI in Higher Education: Educators’ Perspectives on Academic Learning and Integrity. European Conference on E-Learning, 23(1), 406–414. https://doi.org/https://doi.org/10.34190/ecel.23.1.3090
Alhur, A., Khlaif, Z., Hamamra, B., & Hussein, E. (2025). Paradox of AI in Higher Education: Qualitative Inquiry Into AI Dependency Among Educators in Palestine. Jmir Medical Education, 11, e74947–e74947. https://doi.org/https://doi.org/10.2196/74947
Ambarita, N. & Nurrahmatullah, M. F. (2024). Impacts of Artificial Intelligence on Student Learning: A Systematic Literature Review. Jurnal VARIDIKA, 13–30. https://doi.org/https://doi.org/10.23917/varidika.v36i1.4730
Ángel, N., Sánchez, J., Rubio, I., García-Martín, J., & Brito‐Costa, S. (2022). Digital literacy in the university setting: a literature review of empirical studies between 2010 and 2021. Frontiers in Psychology, 13. https://doi.org/https://doi.org/10.3389/fpsyg.2022.896800
Apriandhini, M. & Majidah, M. (2020). UNIVERSITAS TERBUKA SEBAGAI PELOPOR PENDIDIKAN 4.0. Jurnal Pendidikan Terbuka Dan Jarak Jauh, 21(2), 67–76. https://doi.org/https://doi.org/10.33830/ptjj.v21i2.1919.2020
Aprianto, R., Lestari, E., Sadan, S., & Fletcher, E. (2024). Harnessing Artificial Intelligence in Higher Education: Balancing Innovation and Ethical Challenges. International Transactions on Education Technology (Itee), 3(1), 84–93. https://doi.org/https://doi.org/10.33050/itee.v3i1.680
Azimi, M., Rachman, A., & Mirnawati, M. (2021). PROBLEMATIK PEMBELAJARAN MAHASISWA BERKEBUTUHAN KHUSUS PADA PERGURUAN TINGGI INKLUSIF. Vidya Karya, 35(2), 55. https://doi.org/https://doi.org/10.20527/jvk.v35i2.10321
Azman, M. (2025). The impact of artificial intelligence on language learners’ critical thinking skills, language learning, and academic integrity. International Journal of Research and Innovation in Social Science, 9(24), 817–824. https://doi.org/https://doi.org/10.47772/ijriss.2025.924ileiid0089
Baskara, R. (2023). PERSONALISED LEARNING WITH AI: IMPLICATIONS FOR IGNATIAN PEDAGOGY. International Journal of Educational Best Practices, 17(1), 1. https://doi.org/https://doi.org/10.31258/ijebp.v7n1.p1-16
Berutu, S., Sianipar, S., Rahmadani, S., & Joharis, M. (2025). Dari Eropa Ke Indonesia: “Pembelajaran AI untuk Mahasiswa.” Journal of Law, Education and Business, 3(1), 391–400. https://doi.org/https://doi.org/10.57235/jleb.v3i1.5806
Capinding, A. & Dumayas, F. (2024). TRANSFORMATIVE PEDAGOGY IN THE DIGITAL AGE: UNRAVELING THE IMPACT OF ARTIFICIAL INTELLIGENCE ON HIGHER EDUCATION STUDENTS. Problems of Education in the 21st Century, 82(5), 630–657. https://doi.org/https://doi.org/10.33225/pec/24.82.630
Chan, C. and Hu, W. (2023). Students’ voices on generative ai: perceptions, benefits, and challenges in higher education. International Journal of Educational Technology in Higher Education, 20(1). https://doi.org/https://doi.org/10.1186/s41239-023-00411-8
Dai, Y., Chai, C., Lin, P., Jong, M., Guo, Y., & Qin, J. (2020). Promoting students’ well-being by developing their readiness for the artificial intelligence age. Sustainability, 12(16), 6597. https://doi.org/https://doi.org/10.3390/su12166597
Dinata, Y., Dalillah, A., Septiani, I., & Mudasir, M. (2025). TANTANGAN EPISTEMOLOGIS DALAM IMPLEMENTASI DEEP LEARNING DI PENDIDIKAN INDONESIA: REFLEKSI ATAS KESENJANGAN KONSEP, KOMPETENSI, DAN REALITAS. Jurnal Ilmiah Pendidikan Citra Bakti, 12(2), 534–548. https://doi.org/https://doi.org/10.38048/jipcb.v12i2.5412
Doğan, M., Celik, A., & Arslan, H. (2024). AI In Higher Education: Risks and Opportunities From the Academician Perspective. European Journal of Education, 60(1). https://doi.org/https://doi.org/10.1111/ejed.12863
Fan, Y., Tang, L., Le, H., Shen, K., Tan, S., Zhao, T., … & Gašević, D. (2024). Beware of metacognitive laziness: Effects of generative artificial intelligence on learning motivation, processes, and performance. British Journal of Educational Technology, 56(2), 489–530. https://doi.org/https://doi.org/10.1111/bjet.13544
Goyal, A. (2025). AI as a cognitive partner: a systematic review of the influence of ai on metacognition and self-reflection in critical thinking. International Journal of Innovative Science and Research Techno, 10(3), 1231–1238. https://doi.org/https://doi.org/10.38124/ijisrt/25mar1427
Guo, B., Mondol, E., Karim, A., & Musallami, N. (2024). Impact of Artificial Intelligence on the Enhancement of Quality of Teaching in the Private Sector Tertiary Education: International Perspective. International Journal of Academic Research in Progressive Education and Development, 13(4). https://doi.org/https://doi.org/10.6007/ijarped/v13-i4/23546
Herft, D., Rana, C., & Davis, B. (2024). Innovative Digital Learning. Ascilite Publications, 51–52. https://doi.org/https://doi.org/10.14742/apubs.2024.1383
Hidayah, H., Setyowisnu, G., … & Putri, E. (2022). Al-Hakim, R., Arief, Y., Satria, M., Pangestu, A., Sistem Pakar untuk Diagnosis Penyakit Tiroid dengan Gejala Psikologis Beserta Pengobatan Etnobotaninya. Jurnal Teknologi Informasi Dan Ilmu Komputer, 9(7), 1771–1778. https://doi.org/https://doi.org/10.25126/jtiik.2022976763
Hou, C., Zhu, G., & Sudarshan, V. (2025). The role of critical thinking on undergraduates ’ reliance behaviours on generative AI in problem- ¬ solving. British Journal of Educational Technology, November 2024, 1919–1941. https://doi.org/10.1111/bjet.13613
Ikhsan, I., Artasoma, P., Karliani, E., & Sunarno, A. (2025). ETIKA DALAM PEMANFAATAN KECERDASAN BUATAN DI KELAS IX SMP NEGERI 8 PALANGKA RAYA. Science Jurnal Inovasi Pendidikan Matematika Dan Ipa, 5(1), 212–223. https://doi.org/https://doi.org/10.51878/science.v5i1.4518
Jindal, A. & Bansal, M. (2020). Knowledge and Education about Artificial Intelligence among Medical Students from Teaching Institutions of India: A Brief Survey. Mededpublish, 9(1). https://doi.org/https://doi.org/10.15694/mep.2020.000200.1
Junaid, M. &, & Saparuddin, M. (2021). Tentang Pengaruh ChatGPT Terhadap Pola Pikir Mahasiswa Akhir. NOVARA: Nusantara Education and Innovation Journal, 1(3). https://doi.org/https://doi.org/10.64093/novara.v1i3.405
Knowles, M. (2021). Five Motivating Concerns for AI Ethics Instruction. Proceedings of the Association for Information Science and Technology, 58(1), 472–476. https://doi.org/https://doi.org/10.1002/pra2.481
Lampou, R. (2023). The Integration of Artificial Intelligence in Education: Opportunities and Challenges. Review of Artificial Intelligence in Education, 4(00), e015. https://doi.org/https://doi.org/10.37497/rev.artif.intell.educ.v4i00.15
Lin, X., Xu, G., & Xiong, B. (2025). Artificial intelligence literacy, sustainability of digital learning and practice achievement: a study of vocational college students. Plos One, 20(10), e0332175. https://doi.org/https://doi.org/10.1371/journal.pone.0332175
Maujud, F., Nurman, M., Harun, M., & Rahman, Z. (2024). Student Perceptions of the Effectiveness of E-Learning in Higher Education: A Comparative Study of Two Universities in Indonesia and Malaysia. Lentera Pendidikan Jurnal Ilmu Tarbiyah Dan Keguruan, 27(2), 522–539. https://doi.org/https://doi.org/10.24252/lp.2024v27n2i14
Muliadi, S. (2018). EPISTEMOLOGI EKONOMI ISLAM DAN MAQASID SYARIAH DALAM KURIKULUM EKONOMI ISLAM DI PERGURUAN TINGGI. Islamiconomic Jurnal Ekonomi Islam, 9(2). https://doi.org/https://doi.org/10.32678/ijei.v9i2.102
Narayan, N. (2025). AI, cognition, and the cost of convenience. Journal of Technology and Systems, 7(6), 18–34. https://doi.org/https://doi.org/10.47941/jts.3185
Narayan, S. (2025). Cognitive Offloading and its Implications for Learning. Educational Psychology Review.
Ng, D.T.K., Leung, J.K.L., Su, J. et al. (2023). Teachers’ AI digital competencies and twenty-first century skills in the post-pandemic world. Education Tech Research Dev 71, 71, 137–161. https://doi.org/https://doi.org/10.1007/s11423-023-10203-6
Nguyen, A., Kremantzis, M., Essien, A., Petrounias, I., & Hosseini, S. (2024). Editorial: Enhancing Student Engagement Through Artificial Intelligence (AI): Understanding the Basics, Opportunities, and Challenges. Journal of University Teaching and Learning Practice, 21(6). https://doi.org/https://doi.org/10.53761/caraaq92
Okoli, C. (2015). A guide to conducting a systematic literature review of information systems research. Sprouts: Working Papers on Information Systems, 15(1), 1–54.
Ozguven, M., Vahed, A., Akhal, K., & García, A. (2024). Preserving academic integrity in ai-generated assessments: a case study in entrepreneurship at a sino-foreign university. African Journal of Inter/Multidisciplinary Studies, 6(1), 1–13. https://doi.org/https://doi.org/10.51415/ajims.v6i1.1581
Parsakia, K. (2023). The Effect of Chatbots and AI on The Self-Efficacy, Self-Esteem, Problem-Solving and Critical Thinking of Students. HN, 1(1), 71–76. https://doi.org/https://doi.org/10.61838/hn.1.1.14
Pataranutaporn, P., Danry, V., Leong, J., Punpongsanon, P., Novy, D., Maes, P., … & Sra, M. (2021). AI-generated characters for supporting personalized learning and well-being. Nature Machine Intelligence, 3(12), 1013–1022. https://doi.org/https://doi.org/10.1038/s42256-021-00417-9
Perc, M., & Özer, M. (2025). Disappearing Minds in the Age of Artificial Intelligence. The Journal of Humanity and Society, 15(3), 1–9. https://doi.org/10.12658/E0004
Permatasari, I., Noer, S., & Gunowibowo, P. (2020). Efektivitas metode pembelajaran PQ4R ditinjau dari kemampuan berpikir reflektif matematis dan self-concept siswa. Pythagoras Jurnal Pendidikan Matematika, 15(1). https://doi.org/https://doi.org/10.21831/pg.v15i1.33830
Popenici, Ş. & Kerr, S. (2017). Exploring the impact of artificial intelligence on teaching and learning in higher education. Research and Practice in Technology Enhanced Learning, 12(1). https://doi.org/https://doi.org/10.1186/s41039-017-0062-8
Pratiwi, H., Riwanda, A., Hasruddin, H., Sujarwo, S., & Syamsudin, A. (2025). Transforming learning or creating dependency teachers perspectives and barriers to ai integration in education. Journal of Pedagogical Research.
Pratiwi, T. M. (2024). Implementasi Pembelajaran IPS Berdasarkan Kurikulum Merdeka di Kelas VII SMP Negeri 1 Sukoharjo Tahun Ajaran 2023/2024. Universitas Sebelas Maret.
Rivas, S., Saiz, C., & Cornejo, C. (2022). Metacognitive Strategies and Development of Critical Thinking in Higher Education. Frontiers in Psychology, 13. https://doi.org/https://doi.org/10.3389/fpsyg.2022.913219
Seo, K., Tang, J., Roll, I., Fels, S., & Yoon, D. (2021). The impact of artificial intelligence on learner–instructor interaction in online learning. International Journal of Educational Technology in Higher Education, 8(1). https://doi.org/https://doi.org/10.1186/s41239-021-00292-9
Suryanto, A. (2025). The impact of artificial intelligence on logic skills, critical thinking, and student creativity. Journal of Language Literature Social and Cultural Studies, 3(3), 283–299. https://doi.org/https://doi.org/10.58881/jllscs.v3i3.407
Tranfield, D., Denyer, D., & Smart, P. (2003). Towards a methodology for developing evidence-informed management knowledge by means of systematic review. British Journal of Management, 14(3), 207–222.
Wafa, A., Syarifah, S., & Nadhif, M. (2025). Transformasi Pembelajaran Pendidikan Agama Islam Berbasis Deep Learning: Dari Pendekatan Hafalan Menuju Internalisasi Nilai. Academicus Journal of Teaching and Learning, 4(2), 103–116. https://doi.org/https://doi.org/10.59373/academicus.v4i2.95
Wang, Y., Wang, X., Ding, W., Chen, X., Zhu, L., Tan, M., … & Ma, S. (2025). Metacognitive ability as a mediator between learning environment and artificial intelligence literacy among Chinese nursing students: A cross-sectional study. Research Square. https://doi.org/https://doi.org/10.21203/rs.3.rs-6654681/v1
Wong, J. and Hughes, B. (2022). Leveraging learning experience design: digital media approaches to influence motivational traits that support student learning behaviors in undergraduate online courses. Journal of Computing in Higher Education, 35(5), 595–632. https://doi.org/https://doi.org/10.1007/s12528-022-09342-1
Yang, Y. & Xia, N. (2023). Enhancing Students’ Metacognition via AI-Driven Educational Support Systems. International Journal of Emerging Technologies in Learning (IJET), 18(24), 133–148. https://doi.org/https://doi.org/10.3991/ijet.v18i24.45647
Zhang, S., Zhao, X., Zhou, T., & Kim, J. (2024). Do you have ai dependency? the roles of academic self-efficacy, academic stress, and performance expectations on problematic ai usage behavior. International Journal of Educational Technology in Higher Education, 21(1). https://doi.org/https://doi.org/10.1186/s41239-024-00467-0
Zou, X., Su, P., Li, L., & Fu, P. (2023). AI-generated content tools and students’ critical thinking: insights from a chinese university. Ifla Journal, 50(2), 228–241. https://doi.org/https://doi.org/10.1177/03400352231214963
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