AI DEPENDENCY IN HIGHER EDUCATION: ARE STUDENTS BECOMING OVER-RELIANT?

Authors

  • Julija Mironova Department of Management, Riga Nordic University, Riga, Latvia https://orcid.org/0000-0002-3090-6220
  • Viktoriia Riashchenko Department of Management, Riga Nordic University, Riga, Latvia
  • Baiba Rivža Department of Economics and Social Development, LBTU, Jelgava, Latvia
  • Valentina Djakona Department of Management, Riga Nordic University, Riga, Latvia
  • Marina Celika Department of Management, Riga Nordic University, Riga, Latvia
  • Ieva Nicgala Riga Management College, Riga, Latvia

DOI:

https://doi.org/10.68302/std2026.vol3.174

Keywords:

Artificial intelligence, higher education, learning, academic integrity, risks, students

Abstract

Artificial intelligence has become part of daily life in universities, for both students and educators. However, despite the fact that we all understand that AI is shaping and changing the education paradigm, the question of how often and for what we use AI remains on the agenda. Yes, AI has made many daily tasks easier; however, are students using AI for tasks they could solve without it?

The aim of this study is to investigate the extent to which students in higher education are becoming dependent on artificial intelligence (AI) tools, particularly generative AI systems, in their academic activities. The study seeks to explore how frequent AI usage influences students’ learning behaviors, critical thinking, and academic engagement.

This study employs a quantitative research design and a cross-sectional survey to examine students' dependence on AI tools in higher education. A structured questionnaire was developed to collect data on students’ AI usage patterns, dependency levels, and perceptions of its impact on learning. The results of the study show the impact of AI on learning, academic integrity, self-perceived dependency, and risks, as well as how AI has changed the way students’ study. 

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References

[1] M. Abbas, F. A. Jam, and T. I. Khan, "Is it harmful or helpful? Examining the causes and consequences of generative AI usage among university students," International Journal of Educational Technology in Higher Education, vol. 21, no. 1, p. 10, 2024. doi: 10.1186/s41239-024-00456-3.

[2] I. Backfisch, A. Lachner, K. Stürmer, and K. Scheiter, "Variability of teachers’ technology integration in the classroom: A matter of utility!," Computers & Education, vol. 166, art. no. 104159, 2021. doi: 10.1016/j.compedu.2021.104159.

[3] A. Bahrini, M. Khamoshifar, H. Abbasimehr, R. J. Riggs, M. Esmaeili, R. M. Majdabadkohne, and M. Pasehvar, "ChatGPT: Applications, opportunities, and threats," in 2023 Systems and Information Engineering Design Symposium (SIEDS), 2023, pp. 274–279. doi: 10.1109/SIEDS55613.2023.10132220.

[4] A. Bandura, Self-efficacy: The exercise of control. New York: Freeman, 1997.

[5] G. Barbayannis, M. Bandari, X. Zheng, H. Baquerizo, K. W. Pecor, and X. Ming, "Academic stress and mental well-being in college students: Correlations, affected groups, and COVID-19," Frontiers in Psychology, vol. 13, art. no. 886344, 2022. doi: 10.3389/fpsyg.2022.886344.

[6] J. Batista, A. Mesquita, and G. Carnaz, "Generative AI and higher education: Trends, challenges, and future directions from a systematic literature review," Information, vol. 15, no. 11, p. 676, 2024. doi: 10.3390/info15110676.

[7] S. D. R. Bermeo, M. L. Salazar, F. F. P. Terán, J. C. M. Calero, and V. J. A. Centeno, "Impact of AI on virtual learning: Self-sufficiency and academic confidence in university students," Ciencia Latina Revista Científica Multidisciplinar, vol. 8, no. 6, pp. 7414–7429, 2024. doi: 10.37811/cl_rcm.v8i6.15416.

[8] J. T. Cacioppo and S. Cacioppo, "The growing problem of loneliness," The Lancet, vol. 391, no. 10119, p. 426, 2018. doi: 10.1016/S0140-6736(18)30142-9.

[9] I. S. Chaudhry, S. A. M. Sarwary, G. A. El Refae, and H. Chabchoub, "Time to revisit existing student performance evaluation approaches in higher education in a new era of ChatGPT—A case study," Cogent Education, vol. 10, no. 1, art. no. 2210461, 2023. doi: 10.1080/2331186X.2023.2210461.

[10] D. Chen, Y. Liu, Y. Guo, and Y. Zhang, "The revolution of generative artificial intelligence in psychology: The interweaving of behavior, consciousness, and ethics," Acta Psychologica, vol. 251, art. no. 104593, 2024. doi: 10.1016/j.actpsy.2024.104593.

[11] J. Cordero, J. Torres-Zambrano, and A. Cordero-Castillo, "Integration of generative artificial intelligence in higher education: Best practices," Education Sciences, vol. 15, no. 1, p. 32, 2025. doi: 10.3390/educsci15010032.

[12] F. D. Davis, "User acceptance of computer technology: A comparison of two theoretical models," Management Science, vol. 35, no. 8, pp. 982–1003, 1989. doi: 10.1287/mnsc.35.8.982.

[13] M. de la Puente, J. Torres, A. L. Blanco Troncoso, Y. Y. Hernández Meza, and J. X. Márquez Carrascal, "Investigating the use of ChatGPT as a tool for enhancing critical thinking and argumentation skills in international relations debates among undergraduate students," Smart Learning Environments, vol. 11, p. 55, 2024. doi: 10.1186/s40561-024-00347-0.

[14] Y. K. Dwivedi, N. Kshetri, D. L. Hughes, C. Coombs, J. S. Shareef, M. A. Shareef, and A. K. Kar, "'So what if ChatGPT wrote it?' Multidisciplinary perspectives on opportunities, challenges and implications of generative conversational AI for research, practice and policy," International Journal of Information Management, vol. 71, art. no. 102642, 2023. doi: 10.1016/j.ijinfomgt.2023.102642.

[15] A. Fanari and C. Segrin, "Longitudinal effects of US students' reentry shock on psychological health after returning home during the COVID-19 global pandemic," International Journal of Intercultural Relations, vol. 82, pp. 298–310, 2021. doi: 10.1016/j.ijintrel.2021.02.003.

[16] T. Farrelly and N. Baker, "Generative artificial intelligence: Implications and considerations for higher education," Education Sciences, vol. 13, no. 11, p. 1109, 2023. doi: 10.3390/educsci13111109.

[17] M. Gerlich, "AI tools in society: Impacts on cognitive offloading and the future of critical thinking," Societies, vol. 15, no. 1, art. no. 6, 2025. doi: 10.3390/soc15010006.

[18] M. F. Hinss, A. M. Brock, and R. N. Roy, "Cognitive effects of prolonged continuous human–machine interaction: The case for mental state-based adaptive interfaces," Frontiers in Neuroergonomics, vol. 3, art. no. 898745, 2022. doi: 10.3389/fnrgo.2022.898745.

[19] Y.-M. Huang, M. Y. Hsieh, and M. Usak, "A Multi-Criteria Study of Decision-Making Proficiency in Student's Employability for Multidisciplinary Curriculums," Mathematics, vol. 8, no. 6, art. 897, 2020. doi: 10.3390/math8060897.

[20] S. Huang, X. Lai, L. Ke, Y. Li, H. Wang, X. Zhao, X. Dai, and Y. Wang, "AI technology panic—Is AI dependence bad for mental health? A cross-lagged panel model and the mediating roles of motivations for AI use among adolescents," Psychology Research and Behavior Management, vol. 17, pp. 1087–1102, 2024. doi: 10.2147/PRBM.S456789.

[21] B. Klimova and M. Pikhart, "Exploring the effects of artificial intelligence on student and academic well-being in higher education: A mini-review," Frontiers in Psychology, vol. 16, art. no. 1498132, 2025. doi: 10.3389/fpsyg.2025.1498132.

[22] G. Kurtz, M. Amzalag, N. Shaked, Y. Zaguri, D. Kohen-Vacs, E. Gal, G. Zailer, and E. Barak-Medina, "Strategies for integrating generative AI into higher education: Navigating challenges and leveraging opportunities," Education Sciences, vol. 14, no. 5, p. 503, 2024. doi: 10.3390/educsci14050503.

[23] R. S. Lazarus and S. Folkman, Stress, Appraisal, and Coping. New York: Springer Publishing Company, 1984.

[24] D. Lee, M. Arnold, A. Srivastava, K. Plastow, P. Strelan, F. Ploeckl, D. Lekkas, and E. Palmer, "The impact of generative AI on higher education learning and teaching: A study of educators’ perspectives," Computers and Education: Artificial Intelligence, vol. 6, art. no. 100221, 2024. doi: 10.1016/j.caeai.2024.100221.

[25] H.-P. Lee, A. Sarkar, L. Tankelevitch, I. Drosos, S. Rintel, R. Banks, and N. Wilson, "The impact of generative AI on critical thinking: Self-reported reductions in cognitive effort and confidence effects from a survey of knowledge workers," in Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, 2025, Paper no. 3713778, pp. 1–23. doi: 10.1145/3706598.3713778.

[26] J. Liang, L. Wang, J. Luo, Y. Yan, and C. Fan, "The relationship between student interaction with generative artificial intelligence and learning achievement: Serial mediating roles of self-efficacy and cognitive engagement," Frontiers in Psychology, vol. 14, art. no. 1285392, 2023. doi: 10.3389/fpsyg.2023.1285392.

[27] C. McGrath, T. C. Pargman, N. Juth, and P. J. Palmgren, "University teachers’ perceptions of responsibility and artificial intelligence in higher education — An experimental philosophical study," Computers and Education: Artificial Intelligence, vol. 4, art. no. 100139, 2023. doi: 10.1016/j.caeai.2023.100139.

[28] P. Perera and M. Lankathilaka, "AI in higher education: A literature review of ChatGPT and guidelines for responsible implementation," International Journal of Research and Innovation in Social Science, vol. 7, no. 6, pp. 306–314, 2023. doi: 10.47772/IJRISS.2023.70618.

[29] D. Perlman and L. A. Peplau, "Theoretical approaches to loneliness," in Loneliness: A Sourcebook of Current Theory, Research and Therapy, L. A. Peplau and D. Perlman, Eds. New York: John Wiley & Sons, 1982, pp. 123–134.

[30] B. C. Storm, S. M. Stone, and A. S. Benjamin, "Using the Internet to access information inflates future use of the Internet to access other information," Memory, vol. 25, no. 6, pp. 717–723, 2017. doi: 10.1080/09658211.2016.1210171.

[31] A. Strzelecki, "To use or not to use ChatGPT in higher education? A study of students’ acceptance and use of technology," Interactive Learning Environments, 2023, advance online publication. doi: 10.1080/10494820.2023.2209881.

[32] S. Supriyanti, A. Permanasari, and F. Khoerunnisa, "Correlation between information literacy and critical thinking enhancement through PjBL-information literacy learning model," Journal of Educational Sciences, vol. 4, no. 4, pp. 774–784, 2020. doi: 10.31258/jes.4.4.p.774-784.

[33] Y. Walter, "Embracing the future of artificial intelligence in the classroom: The relevance of AI literacy, prompt engineering, and critical thinking in modern education," International Journal of Educational Technology in Higher Education, vol. 21, no. 1, p. 15, 2024. doi: 10.1186/s41239-024-00448-3.

[34] H. Wang, A. Dang, Z. Wu, and S. Mac, "Generative AI in higher education: Seeing ChatGPT through universities’ policies, resources, and guidelines," Computers and Education: Artificial Intelligence, vol. 7, pp. 2–11, 2024. doi: 10.1016/j.caeai.2024.100237.

[35] Y. Wang and S. Xu, "Relationship between artificial intelligence tool usage experience and academic stress among college students: Mediating role of loneliness and moderating role of academic self-efficacy," Acta Psychologica, vol. 263, art. no. 106220, 2026. doi: 10.1016/j.actpsy.2025.106220.

[36] R. Yilmaz and F. G. K. Yilmaz, "The effect of generative artificial intelligence (AI)-based tool use on students’ computational thinking skills, programming self-efficacy and motivation," Computers and Education: Artificial Intelligence, vol. 4, art. no. 100147, 2023. doi: 10.1016/j.caeai.2023.100147.

[37] R. Yilmaz and F. G. K. Yilmaz, "Augmented intelligence in programming learning: Examining student views on the use of ChatGPT for programming learning," Computers in Human Behavior: Artificial Humans, vol. 1, no. 2, art. no. 100005, 2023. doi: 10.1016/j.chbah.2023.100005.

[38] A. Yusuf, N. Pervin, and M. Román-González, "Generative AI and the future of higher education: A threat to academic integrity or reformation? Evidence from multicultural perspectives," International Journal of Educational Technology in Higher Education, vol. 21, p. 21, 2024. doi: 10.1186/s41239-024-00454-5.

[39] L. Zhang and J. Xu, "The paradox of self-efficacy and technological dependence: Unraveling generative AI’s impact on university students’ task completion," The Internet and Higher Education, vol. 65, art. no. 100978, 2025. doi: 10.1016/j.iheduc.2025.100978.

[40] S. Zhang, X. Zhao, T. Zhou, and J. H. Kim, "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, vol. 21, no. 1, p. 34, 2024. doi: 10.1186/s41239-024-00467-0.

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Published

17.09.2026

How to Cite

[1]
J. Mironova, V. Riashchenko, B. Rivža, V. Djakona, M. Celika, and I. Nicgala, “AI DEPENDENCY IN HIGHER EDUCATION: ARE STUDENTS BECOMING OVER-RELIANT?”, SysTechDev, vol. 3, pp. 195–202, Sep. 2026, doi: 10.68302/std2026.vol3.174.