The Role of Artificial Intelligence Driven Diversity and Inclusion in Enhancing Learning and Academic Performance
DOI:
https://doi.org/10.59890/ijasr.v3i1.350Keywords:
Artificial Intelligence (AI), Diversity, Inclusion, Academic Performance, Learning EnvironmentsAbstract
The increasing integration of Artificial Intelligence (AI) in education has sparked concerns regarding its effect on students' learning and academic performance. This study examined the impact of Diversity and Inclusion of Artificial Intelligence on students' learning and academic performance in Kosofe LGA Lagos State secondary schools. The study population comprises all commercial students from the four (4) selected senior secondary schools in Kosofe LGA of Lagos State. A descriptive survey research design was adopted for this study. Stratified sampling techniques based on clustering were used to select 120 students from the study population. A structured questionnaire was designed and administered to the respondents to gather in-depth information about the student's insight and experience of using AI in their study. To ensure the validity and reliability of the instrument, the questionnaire was pilot-tested with a small group of students outside the respondent schools with a reliability coefficient of 0.75 on Cronbach Alpha’s scale. Inferential Statistics was used to analyze the data collected on the impact of diversity and inclusion of AI on students' academic performance. The study revealed that students exposed to inclusive and diverse learning environments enhanced and improved academic performance compared to their peers who learned with the traditional teaching method. These results underscore the importance of prioritizing diversity and inclusion of AI in the academic performance of students. The study recommended that school management should ensure that the school has adequate instruments for AI installation and advancement in the school environment to promote equitable learning opportunities and better academic performance for all students
References
Abbasgholizadeh, R. S., Shrivastava, R., Brown-Johnson, A., Caidor, P., Davies, C., Idrissi, J. A., Kengne, T. P., Madathil, S., Willie, B.M., & Emami, E. (2024). EDAI Framework for Integrating Equity, Diversity, and Inclusion Throughout the Lifecycle of AI to Improve Health and Oral Health Care. Qualitative Study. J Med Internet Res. Doi: 10.2196/63356. PMID: 39546793.
Abidova N (2023). Creating an Inclusive Educational Environment for Children with Special Educational Needs. Texas Journal of Engineering and Technology 27, 36-38.
Aravantinos, S., Lavidas, K., Voulgari, I., Papadakis, S., Karalis, T., & Komis, V. (2024). Educational Approaches with AΙ in Primary School Settings: A Systematic Review of the Literature Available in Scopus. Education Sciences, 14(7), 744.
Ayeni, O. O., Al Hamad, N. M., Chisom, O. N., Osawaru, B., & Adewusi, O. E. (2024). AI in education: A review of personalized learning and educational technology. GSC Advanced Research and Reviews, 18(2), 261-271. https://doi.org/10.30574/gscarr.2024.18.2.0062
Bancoro, J. C. M. (2024). The Relationship between Artificial Intelligence (AI) Usage and Academic Performance of Business Administration Students. International Journal of Asian Business and Management, (IJABM) 3(1), 27-48.
Bano, M., Zowghi, D., Gervasi, V., & Shams, R. A. (2023). AI for All: Operationalizing Diversity and Inclusion Requirements for AI Systems. arXiv.Org, abs/2311.14695. https://doi.org/10.48550/arxiv.2311.14695
Castrillón, M., Sarache, W., & Herrera, C. (2020). Factors Influencing Academic Performance: An Analytical Approach. Journal of Educational Research, 45(2), 105–118.
Center for Innovation, Design, and Digital Learning (2024). Inclusive Intelligence: The Impact of AI on Education for All Learners.
Crompton, H., & Burke, D. (2023). Artificial intelligence in higher education: The state of the field. International Journal of Educational Technology in Higher Education, 20(1), 1-22. https://doi.org/10.1186/s41239-023-00392-8
Darwish, S., Bragaw-Butler, A., Marcelli, P., & Gassner, K. (2024). Diversity, Equity, and Inclusion, and the Deployment of Artificial Intelligence Within the Department of Defense. Proceedings of the AAAI Symposium Series, 3(1), 348-353. https://doi.org/10.1609/aaaiss.v3i1.31233.
Diana Spulber (2024). AI in inclusive education which differences in research trend, Journal of Geopolitical, Social Security and Freedom, 7 (1), 85-99.
Dwi, M., & Hidayatullah, A. N. A. (2024). Exploring AI’s Role in Supporting Diversity and Inclusion Initiatives in Multicultural Marketplaces. International Journal of Religion. https://doi.org/10.61707/apmwg008
Eden, C. A., Chisom, O. N., & Adeniyi, I. S. (2024). Integrating AI in education: Opportunities, challenges, and ethical considerations. Magna Scientia Advanced Research and Reviews, 10(2), 006-013.
Gabriel J., (2024), How Artificial Intelligence (AI) impacts inclusive education. Academic Journal of Educational Research and Reviews, 16(6) 95-103.
García-Martínez, I., Fernández-Batanero, J. M., Fernández-Cerero, J., & León, S. P. (2023). The Impact of Artificial Intelligence and Computational Sciences on Student Performance: Systematic Review and Meta-analysis. Journal of New Approaches in Educational Research, 12(1), 171-197. doi: 10.7821/naer.2023.1.1240
Gill, S. S. (2024). Quantum and blockchain-based Serverless edge computing: A vision, model, new trends and future directions. Internet Technology Letters, 7(1), 275.
Goralski, M. A., & Tan, T. K. (2023). Artificial Intelligence: Poverty Alleviation, Healthcare, Education, and Reduced Inequalities in a Post-COVID World. In The Ethics of Artificial Intelligence for the Sustainable Development GoalsCham. Springer International Publishing, 97-113.
Hooijer E, Merwe M.V.D, Fourie J (2021). Symbolic Representations as Teachers Reflect on Inclusive Education in South Africa. African Journal of Teacher Education,10(1),127-152.
Hopcan, S., Polat, E., Ozturk, M. E., Ozturk, L. (2023). Artificial intelligence in special education: A systematic review. Interactive Learning Environments, 31(10), 7335-7353.
Howard Gardner, an American cognitive psychologist, proposed the Theory of Multiple Intelligences in 1983
Hwang, G. J., Xie, H., Wah, B. W., & Gašević, D. (2020). Vision, Challenges, Roles and Research Issues of Artificial Intelligence in Education. Computers & Education: Artificial Intelligence, 1, 100001.
Liu, S., & Wang, Y. (2024). Artificial intelligence for personalized learning: a systematic review of adaptive learning systems and technologies, International Journal of Information and Learning Technology, 41(1), 45-62.
Mallillin, L. L. D. (2024). Teaching and learning intervention in the educational setting: Adapting the teacher theory model. International Journal of Educational Innovation and Research, 1(2), 99–121
Martínez, A., Karanik, M., Giovannini, R., & Pinto, L. (2015). Academic Performance and Student Engagement: A Multidimensional Analysis. International Journal of Education, 32(4), 213–229.
Mathai, A. (2024). Enhancing Education for Underprivileged Children Through AI-Powered Native Language Learning Inclusive Education Through AI-Powered Native Language Learning. Available at SSRN 4899553.
Mishra, I., Kashyap, V., Yadav, N. K., & Pahwa, R. (2024). Harmonizing Intelligence: A Holistic Approach to Bias Mitigation in Artificial Intelligence (AI). Deleted Journal, 2(07), 1978–1985.
Nabila, E.A., Santoso, S., Muhtadi, Y., & Tjahjono, B. (2021). Artificial Intelligence Robots and Revolutionizing Society in Terms of Technology, Innovation, Work and Power. IAIC Transactions on Sustainable Digital Innovation (ITSDI), 3(1), 46-52.
Nemorin S, Vlachidis A, Ayerakwa H.M. & Andriotis P (2023). AI hyped? A horizon scan of discourse on artificial intelligence in education (AIED) and development. Learning Media and Technology, 48(1):38-51.
Nguyen A, Ngo HN, Hong Y, Dang B, Nguyen BPT (2023). Ethical principles for artificial intelligence in education. Education and Information Technologies, 28(4):4221-4241.
OECD, (2024). The Impact of Artificial Intelligence (AI) On Equity and Inclusion in Education. Artificial Intelligence Papers.
Pagliara, S., Bonavolontà, G., Mariella Pia, S. F., Antioco, L. Z., Gianni, F., & Mura, A. (2024). The Integration of Artificial Intelligence in Inclusive Education: A Scoping Review,
Ramadan E. (2023). The Impact of Artificial Intelligence on Academics: A Concise Overview. International Journal of Academic Multidisciplinary Research (IJAMR), 7(4), 218-220. SSN: 2643-9670
Sasikala, P., & Ravichandran, R. (2024). Study on the Impact of Artificial Intelligence on Student Learning Outcomes. Journal of Digital Learning and Education, 4(2), 145-155. https://doi.org/10.52562/jdle.v4i2.1234
Shahzad, M. F, Shuo, X., Weng M. L., Xingbing Y., Qasim, R. K. (2024). Artificial intelligence and social media on Academic Performance and mental well-being: Student perceptions of positive impact in the age of Smart Learning. Journal of the homepage. 1-17.
Shams, R. A., Zowghi, D., & Bano, M. (2023). AI and the quest for diversity and inclusion: A systematic literature review. AI and Ethics. https://doi.org/10.1007/s43681-023-00362-w
Trisha, M. P., Jaya, M. A., Nikkie, R. A. B., Airesh, T. C., Eloisa, R. E., Jazzyca, B. O., Espanola, L. J. R. M., & Jorjie, N. (2023) Artificial Intelligence as a Tool in Increasing Academic Performance. International Journal of Advanced Multidisciplinary Research and Studies, 3 (6) 1151-1155.
Wang, S., Sun, Z., & Chen, Y. (2023). Effects of higher education institutes’ artificial intelligence capability on students’ self-efficacy, creativity, and learning performance. Education and Information Technologies, 28(5), 4919–4939. https://doi.org/10.1007/s10639-022-11338-4
Wang, S., Wang, H., Jiang, Y., Li, P., & Yang, W. (2023). Understanding students’ Participation in intelligent teaching: An empirical study considering artificial intelligence usefulness, interactive reward, satisfaction, university support, and enjoyment. Interactive Learning Environments, 31(9), 5633–5649.
Werder, K., Cao, L., Ramesh, B., & Park, E. H. (2024). Empower Diversity in AI Development. Communications of the ACM.
Xu, Y., Liu, X., Cao, X., Huang, C., Liu, E., Qian, S., ... & Zhang, J. (2021). Artificial intelligence: A powerful paradigm for scientific research. The Innovation, 2(4).
Yaghoob R. A. and Hossein Z. P., (2016). The correlation of multiple intelligences for the achievements of secondary students. Academic Journal of Educational Research and Reviews, 11(4), 141-145.
Yilmaz, R., & Karaoglan Yilmaz, F. G. (2023). 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, 4,1-14.
Zawacki-Richter, O., Marín, V. I., Bond, M., & Gouverneur, F. (2019). Systematic review of research on artificial intelligence applications in higher education where are the educators? International Journal of Educational Technology in Higher Education, 16(1), 39.
Zhihao Zhang (2024). The impact of artificial intelligence on college students' learning. Computer Life, 12(3), 23-25.
