Beyond Code: Elucidating A Human-Centric Approach to Ai Ethics
DOI:
https://doi.org/10.53797/jthkks.v6i1.5.2025Keywords:
Artificial intelligence ethics, human-centric design, educational technology, teacher perspectives, ethical governanceAbstract
This study examines the necessity of adopting a human-centric approach to artificial intelligence (AI) ethics, emphasizing the integration of empathy, dignity, and moral accountability within AI-driven educational ecosystems. Using a mixed-methods design, the research collected quantitative survey data from 80 Malaysian primary school teachers and qualitative interview insights from seven participants. Findings reveal that teachers generally perceive AI as a beneficial tool that enhances efficiency and learning experiences, yet they express concern about ethical issues such as privacy, transparency, and algorithmic bias. The participants strongly advocate for AI policies and systems that prioritize human values and civilizational continuity. Thematic analysis highlights six core themes: AI as a practical assistant, human–AI collaboration, safeguarding human intellect, societal responsibility, ethical safeguards, and fostering creativity. The study concludes that ethical AI integration must move beyond technical compliance toward relational accountability, inclusive governance, and pedagogical empowerment. It recommends developing national ethical frameworks, professional AI literacy programs, and participatory design models that ensure technology remains aligned with human welfare and educational integrity. Finally, this paper contributes to global discourse by proposing a holistic framework for embedding human values in AI ethics.Downloads
References
Akinnagbe, O. (2024). The future of artificial intelligence: Trends and predictions. Mikailalsys Journal of Advanced Engineering International, 1(3), 249-261. DOI: 10.58578/mjaei.v1i3.4125
Akova, F. (2023). Artificially sentient beings: Moral, political, and legal issues. New Techno Humanities, 3(1), 41-48. https://doi.org/10.1016/j.techum.2023.04.001
Alalaq, A. S. (2025). Artificial Intelligence technologies and the humanities: Importance and challenges. Artificial Intelligence and Electrical & Electronics Engineering, 1(2), 1-8. https://www.researchgate.net/publication/396375915_Artificial_Intelligence_Technologies_and_the_Humanities_Importance_and_Challenges
Alegre, S. (2024). Human rights, robot wrongs: Being human in the age of AI. London: Atlantic Books.
Alsaleh, A. (2024). The impact of technological advancement on culture and society. Scientific Report, 14, 1-8. https://doi.org/10.1038/s41598-024-83995-z
Annet, K. A. (2025). The ethics of AI: Philosophical perspectives. Research Invention Journal of Research in Education, 5(2), 65-71. DOI: 10.59298/RIJRE/2025/526571.
Brandao, P. (2025). The impact of artificial intelligence on modern society. AI, 6(8), 1-29. 190. https://doi.org/10.3390/ai6080190
Brauner, P., Glawe, F., Luca Liehner, G., Vervier, L. & Ziefle, M. (2025). Mapping public perception of artificial intelligence: Expectations, risk–benefit tradeoffs, and value as determinants for societal acceptance. Technological Forecasting and Social Change, 220, 1-17. https://doi.org/10.1016/j.techfore.2025.124304
Cheong, B. C. (2024). Transparency and accountability in AI systems: safeguarding wellbeing in the age of algorithmic decision-making. Frontiers in Human Dynamic, 6, 1-11. DOI: 10.3389/fhumd.2024.1421273
Chong, K., Tan, Y. & Zhou, X. (2025). Impacts of artificial intelligence development on humanity and social values. Information, 1-14, 16(9), https://doi.org/10.3390/info16090810
Cober, R., Tan, E., Slotta, J., So, H. J., & Könings, K. D. (2015). Teachers as participatory designers: Two case studies with technology-enhanced learning environments. Instructional Science, 43(2), 203-228. https://doi.org/10.1007/s11251-014-9339-0
Cohen, L., Manion, L. & Morrison, K. (2007). Research methods in education (6th ed.). London: Routledge.
Creswell, J. W. (2014). Research Design: Qualitative, quantitative, and mixed methods approaches (4th ed.). California: Sage Publications.
Creswell, J. W., Clark, V. L. P. (2017). Designing and conducting mixed methods research. California: Sage Publications.
Dave, A. (2025). The ethical implications of AI in education. Research Review Journal of Social Science, 5(1), 1-8. DOI: 10.31305/rrjss.2025.v05.n01.001
Davidson, D. (2024). AI in education: Revolutionizing learning and administration. (n.p.): Pure Water Books.
Diaz Noguera, M. D. Hervas-Gomez, C. & Vera, F. (2024). Artificial intelligence and education enhancing human capabilities, protecting rights, and fostering effective collaboration between humans and machines in life, learning, and work. Barcelona: Ediciones OCTAEDRO.
Dilek, M. & Baran, E. (2025). AI literacy in teacher education: Empowering educators through critical co-discovery. Journal of Teacher Education, 76(3), 1-43. DOI: 10.1177/00224871251325083
Fan, L. (2024). Artificial intelligence ethics: A dialogue between technological advances and human values. International Journal of Education and Humanities, 14(2), 260-265. DOI: 10.54097/tvqkkf40
Ferrara, E. (2024). Fairness and bias in artificial intelligence: A brief survey of sources, impacts, and mitigation strategies. Sci, 6(1), 3. https://doi.org/10.3390/sci6010003
Flavin, E., Hwang, S. & Morales, M. (2025). “Let’s ask the robot!”: Epistemic stance between teacher candidates toward AI in mathematics lesson planning. Journal of Teacher Education, 76(3), 262-279. https://doi.org/10.1177/00224871251325079
Floridi, L., Cowls, J., Beltrametti, M., Chatila, R., Chazerand, P., Dignum, V., Luetge, C., Madelin, R., Pagallo, U., Rossi, F., Schafer, B., Valcke, P. & Vayena, E. (2018). AI4People—An ethical framework for a good AI society: Opportunities, risks, principles, and recommendations. Minds and Machines, 28(4), 689–707. https://doi.org/10.1007/s11023-018-9482-5
Fu, Y. & Weng, Z. (2024). Navigating the ethical terrain of AI in education: A systematic review on framing responsible human-centered AI practices. Computers and Education: Artificial Intelligence, 7, 1-20. https://doi.org/10.1016/j.caeai.2024.100306
Gade, K. (2025). The ethics of intelligence: Navigating AI’s impact on society. ESP International Journal of Advancements in Science & Technology, 3(1), 1-9. DOI: 10.56472/25839233/IJAST-V3I1P104
George, A. S. (2024). Artificial intelligence and the future of work: Job shifting not job loss. Partners Universal Innovative Research Publication, 2(2), 17-37. DOI: 10.5281/zenodo.10936490
Georgiadis, M. & Arvanitidou, P. (2024). The impact of principals’ empathy on teachers’ performance. Proceedings, 111(1), 1-10. https://doi.org/10.3390/proceedings2024111021
Gilbert, C. & Gilbert, M. (2024). Strategic framework for human-centric ai governance: Navigating ethical, educational, and societal challenges. International Journal of Latest Technology in Engineering Management & Applied Science. 13(8), 132-14. DOI: 10.51583/IJLTEMAS.2024.130816
Govindarajoo, M V. V., Nair, S. M., Sekhon, R. S., Wai, C. S., Hoong, L. C., Huat, T. B. & Okawa, T. (2025). Exploring teachers' views on benefits, ethical issues, and challenges in integrating AI tools in Malaysian schools. Edelweiss Applied Science and Technology, 9(9), 699-710. DOI: 10.55214/2576-8484.v9i9.9935
Hanna, m. g., Pantanowitz, L., Jackson, B., Palmer, O., Visweswaran, S., Pantanowitz, J., Deebajah, M. & Rashidi, H. H. (2025). Ethical and bias considerations in artificial intelligence/machine learning. Modern Pathology, 38(3), 1-13. https://doi.org/10.1016/j.modpat.2024.100686
Harjatanaya, T. Y., Ferary, D. & Sarhindi, I. (2025). Education for sustainable development using participatory methodologies in Indonesian higher education: The case of Satya Terra Bhinneka University. International Journal of Sustainability in Higher Education, 26(6), 1348-1368. https://doi.org/10.1108/IJSHE-09-2024-0657
Hohma, E. & Lutge, C. (2023). From trustworthy principles to a trustworthy development process: The need and elements of trusted development of AI systems. AI, 4(4), 904-925. DOI: 10.3390/ai4040046.
Jobin, A., Ienca, M. & Vayena, E. (2019). The global landscape of AI ethics guidelines. Nature Machine Intelligence, 1(9), 389–399. https://doi.org/10.1038/s42256-019-0088-2
Jowarder, R. A. (2025). The ethics of AI decision-making: Balancing automation, explainable AI, and human oversight. International Journal of Science and Research Archive, 14(03), 435-443. https://doi.org/10.30574/ijsra.2025.14.3.0677
Kirk, H.R., Gabriel, I., Summerfield, C., Vidgen, B. & Hale, S. S. (2025). Why human–AI relationships need socio affective alignment. Humanities & Social Science Communications, 12, 1-9. https://doi.org/10.1057/s41599-025-04532-5
Kirova, V., Ku, C., Laracy, J. & Marlowe, T. (2023). The ethics of artificial intelligence in the era of generative AI. Journal of Systemics, Cybernetics and Informatics, 21(4), 42-50. DOI: 10.54808/JSCI.21.04.42
Koliada, N., Abramova, O. & Drachuk, M. (2025). Developing the concept of digital humanism as human interaction with artificial intelligence. Pakistan Journal of Life and Social Sciences, 23(1), 238-248. https://doi.org/10.57239/PJLSS-2025-23.1.0021
Kucukuncular, A. & Ertugan, A. (2025). Teaching in the AI era: Sustainable digital education through ethical integration and teacher empowerment. Sustainability, 17(16), 1-20. DOI: 10.3390/su17167405
Kumar, M. R. & Rongali, S. K. (2025). Balancing AI and human collaboration. World Journal of Advanced Research and Reviews, 25(03), 562-567. https://doi.org/10.30574/wjarr.2025.25.3.0556
Lee, L. A., Durakovic, B. & Yeralan, S. (2025). AI ethics: Contextual frameworks and domain-specific concerns. Heritage and Sustainable Development Editorial, 7(1), 1-14. https://doi.org/10.37868/hsd.v7i1.1224
Lochmiller, C., Lester, J. N. (2015). An introduction to educational research: Connecting methods to practice. California: Sage Publications.
Luckin, R. (2018). Machine learning and human intelligence: The future of education for the 21st century. London: UCL IOE Press.
Matcas, V. L. (2016). The human civilization. Washington: Amazon Digital Services LLC.
McIntyre, A., Conover, L. & Russo, F. (2025). A network approach to public trust in generative AI. Philosophy & Technology, 38(4), 1-31. https://doi.org/10.1007/s13347-025-00974-6
Mehra, C. S. (2025). Ethical challenges and solutions in artificial intelligence development. International Journal for Multidisciplinary Research, 7(2), 1-10. https://www.ijfmr.com/papers/2025/2/42527.pdf
Misra, S. (2022). Revitalizing human values in an age of technology. Philosophies, 7(6), 136, 1-11. https://doi.org/10.3390/philosophies7060136
Mitra, S. (2025). Another big bang: Evolution of civilisation. Freedom all the way. New Delhi: BlueRose Publishers Pvt Ltd.
Muhamed, S. & Kamsin, I. F. (2025). Teacher’s acceptance and intention to use artificial intelligence technology in teaching and learning based on the UTAUT model. International Journal of Information and Education Technology, 15(7), 1428-1435. https://www.ijiet.org/vol15/IJIET-V15N7-2344.pdf
Namukasa, S. (2025). The role of technology in shaping future generations’ values. Eurasian Experiment Journal of Humanities and Social Sciences, 6(3), 110-116. https://www.researchgate.net/publication/390398719_The_Role_of_Technology_in_Shaping_Future_Generations'_Values
Nawi, Aliff. (2020). Early exploration towards issues and impact the use of artificial intelligence technology towards human beings. Asian Journal of Civilizational Studies, 1(4), 24-33. https://www.ajocs.com/index.php/ajocs/article/view/25
Ng, T. S. (2025). Cultivation of students’ autonomous learning ability in the context of artificial intelligence. Journal of Artificial Intelligence Practice, 8(2), 39-44. DOI: 10.23977/jaip.2025.080205
Nikitenko, V., Voronkova, V., Oleksenko, R., Kyvliuk, O., Klochek, L., Koliada, N., Abramova, O., & Drachuk, M. (2025). Developing the concept of digital humanism as human interaction with artificial intelligence. Pakistan Journal of Life and Social Sciences, 23(1), 238–248. https://doi.org/10.55309/pjlss.2025.23.1.53
Panjani, A. (2024). AI (artificial intelligence) integration in education: Teachers’ perspectives, professional development and policy recommendations. Journal of Information Systems Engineering and Management, 9(4), 138-145. DOI: 10.52783/jisem.v9i4s.10602
Papagiannidis, E., Mikalef, P. & Conboy, K. (2025). Responsible artificial intelligence governance: A review and research framework. The Journal of Strategic Information Systems, 34(2), 1-18. https://doi.org/10.1016/j.jsis.2024.101885
Promsiri, T. (2025). AI and the psychology of educational disruption: Historical patterns and cognitive implications. Acta Psychologica, 260, 1-13. https://doi.org/10.1016/j.actpsy.2025.105637
Qi, G. A., Hoon, E. C. L., Scott, N., Zaini, N. H., Lin, W. F. & Na, K. S. (2025). Perceptions of the value of artificial intelligence (AI) in education. Innovative Teaching and Learning Journal, 9 (1), 274-283. https://doi.org/10.11113/itlj.v9.177
Radanliev, P. (2025). AI ethics: Integrating transparency, fairness, and privacy in AI development. Applied Artificial Intelligence, 39(1). 1-41. https://doi.org/10.1080/08839514.2025.2463722
Razak, N. & Norman, H. (2025). The use of artificial intelligence (AI) among teachers in implementing ICT-based education for the RBT subject. International Journal of Academic Research in Progressive Education and Development, 14(2), 1085-1094. DOI: 10.6007/IJARPED/v14-i2/25384
Roche, C., Lewis, D., & Wall, P. J. (2021). Artificial intelligence ethics: An inclusive global discourse? arXiv, 8, 643-658. DOI: 10.48550/arXiv.2108.09959
Rogers, E. M. (1986). Communication technology: The new media in society. New York: Free Press.
Sabah, A. S., Hamouda, A. A., Abu-Nasser, B. S. & Abu-Naser, S. S. (2025). The intersection of AI and human rights: Challenges and opportunities. International Journal of Academic Information Systems Research, 9(4), 15-21. http://ijeais.org/wp-content/uploads/2025/4/IJAISR250403.pdf
Sakubu, D. (2025). Challenges of artificial intelligence today and future implications for society and the world. World Journal of Advanced Research and Reviews, 26(01), 3045-3054. https://doi.org/10.30574/wjarr.2025.26.1.1380
Sari, J. & Purwanta, E. (2021). The implementation of artificial intelligence in STEM-based creative learning in the society 5.0 era. Tadris: Jurnal Keguruan dan Ilmu Tarbiyah, 6, 433-440. DOI: 10.24042/tadris.v6i2.10135
Seldon, A. & Abidoye, T. (2018). The fourth education revolution: Will artificial intelligence liberate or infantilise humanity? London: University of Buckingham Press.
Sigfrids, A, Leikas J, Salo-Pontinen, H. & Koskimies, E. (2023) Human-centricity in AI governance: A systemic approach. Frontiers in Artificial Intelligence, 6, 1-9. DOI: 10.3389/frai.2023.976887
Sivanganam, J., Md Yunus, M. & Mohd Said, N. E. (2025). Teachers’ perceptions in using artificial intelligence (AI) in ESL classrooms. International Journal of Academic Research in Progressive Education and Development, 14(1), 2409-2427. https://doi.org/10.6007/IJARPED/v14-i1/25034
Tai M. C. (2020). The impact of artificial intelligence on human society and bioethics. Tzu Chi Medical Journal, 32(4), 339–343. https://doi.org/10.4103/tcmj.tcmj_71_20
Todino, M. D. (2025). Educational technologies. Encyclopedia, 5(1), 1-23. https://doi.org/10.3390/encyclopedia5010023
United Nations Development Programme (UNDP). (2025). A matter of choice: People and possibilities in the age of AI. New York: United Nations Development Programme (UNDP).
United Nations Educational, Scientific and Cultural Organization (UNESCO). (2022). Recommendation on the ethics of artificial intelligence. Paris: United Nations Educational, Scientific and Cultural Organization (UNESCO).
United Nations Educational, Scientific and Cultural Organization (UNESCO). (2025). Artificial intelligence and culture. Paris: United Nations Educational, Scientific and Cultural Organization (UNESCO).
Vernyuy, A. (2024). Impact of technological advancements on human existence. International Journal of Philosophy, 3(2), 54-66. 10.47941/ijp.1874.
Vias, S., Derioh, M. M. G., Chandran, S., Ragunathan, S. & Ridwan S. R. (2025). An exploratory study of teachers’ perceptions of social-emotional learning (SEL) strategies in reducing teacher burnout among selected government and international schools in Semenanjung Malaysia. International Journal of Academic Research in Business and Social Sciences, 15(9), 1408-1418. http://dx.doi.org/10.6007/IJARBSS/v15-i9/26280
Wiese, L. J., Patil, I., Schiff, D. S. & Magana, A. J. (2025). AI ethics education: A systematic literature review. Computers and Education: Artificial Intelligence, 8, 1-22. https://doi.org/10.1016/j.caeai.2025.100405
Xue, L., Ghazali, N. & Mahat, J. (2025). Artificial intelligence (AI) adoption among teachers: A systematic review and agenda for future research. International Journal of Technology in Education, 8(3), 802-824. DOI: 10.46328/ijte.1191
Yuxuan, Z. & Wan Hussain, W. M. H. (2025). Artificial intelligence (AI) awareness (2019–2025): A systematic literature review using the SPAR-4-SLR protocol. Social Sciences & Humanities Open, 12, 1-16. https://doi.org/10.1016/j.ssaho.2025.101870
Zawacki-Richter, O., Marín, V. I., Bond, M., & Gouverneur, F. (2019). Systematic review of research on artificial intelligence applications in higher education. International Journal of Educational Technology in Higher Education, 16(1), 1-27. https://doi.org/10.1186/s41239-019-0171-0
Zhang, N., Lun, W. & Barrot, J. (2025). Primary teachers’ acceptance and sustained adoption of AI powered learner corpora for writing instruction through TAM and ECM perspectives. Scientific Reports, 15(1), 1-25. DOI: 10.1038/s41598-025-21205-0
Zulkarnain, N, S. & Yunus, M. (2023). Primary teachers’ perspectives on using artificial intelligence technology I English as a second language teaching and learning: A systematic review. International Journal of Academic Research in Progressive Education and Development, 12(2), 861-875. DOI: 10.6007/IJARPED/v12-i2/17119
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2025 Zaheril Zainudin, Syaza Hazirah Mohd Hashim, Nor Asiah Ismail, Haslizah Jibin, Nurkhidayah Baharuddin

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.