Diffusion of artificial intelligence-based learning innovation: A case study in MTs Muhammadiyah Tawangsari Sukoharjo

Novianto Yudha Laksana, Universitas Negeri Yogyakarta, Indonesia
Ayu Usada Rengkaningtias, Universitas Negeri Yogyakarta, Indonesia
Wuri Handayani, Universitas Negeri Yogyakarta, Indonesia

Abstract


Madrasah Tsanawiyah Muhammadiyah Tawangsari is a junior high school level educational institution that bases its curriculum on Islamic principles and progressively applies information technology (IT) on the foundation of Muhammadiyah values. This study aims to determine the process of diffusion of innovation in technology-based learning, focusing on the role of teachers as agents of change in applying artificial intelligence in the context of learning. The research method used was qualitative descriptive, involving in-depth interviews with four teachers who had key roles in introducing the innovation. The results showed that most teachers have received information about the use of artificial intelligence through various socialization activities, workshops, and training. The diffusion of learning innovations in MTs Tawangsari involves various communication channels, including interpersonal communication such as lectures, dialogues, and demonstrations of effective practices; communication through mass media, such as the publication of writings on school websites; and communication through social media, such as Youtube, Instagram, and Facebook. In addition, teachers consider that innovation in post-pandemic learning has significant urgency, with success indicators in the form of increased active student participation in the learning process. In addition, teachers also voiced the need for community platforms and continuous training on artificial intelligence-based learning.

Full Text:

PDF

References


Agustini, P. (2023, November 10). Secretary General of Communication and Information: The use of AI must be in accordance with ethical values in Indonesia. Aptika. https://aptika.kominfo.go.id/2023/11/sekjen-kominfo-penggunaan-ai-harus-sesuai-dengan-nilai-etika-di-indonesia/

Burger, B., Kanbach, D. K., Kraus, S., Breier, M., & Corvello, V. (2023). On the use of AI-based tools like ChatGPT to support management research. Emerald. https://doi.org/10.1108/ejim-02-2023-0156

Duffy, T., & Jonassen, D. (1992). Constructivism and the technology of instruction a conversation. Routledge.

Dwivedi, Y. K., Kshetri, N., Hughes, L., Slade, E. L., Jeyaraj, A., Kar, A. K., … Wright, R. (2023). Opinion paper: “so what if ChatGPT wrote it?” multidisciplinary perspectives on opportunities, challenges and implications of generative conversational AI for research, practice and policy. Elsevier BV. https://doi.org/10.1016/j.ijinfomgt.2023.102642

Ertmer, P. A., & Ottenbreit-Leftwich, A. T. (2010). Teacher technology change. Informa UK Limited. https://doi.org/10.1080/15391523.2010.10782551

Fuchs, K. (2023). Exploring the opportunities and challenges of NLP models in higher education: is Chat GPT a blessing or a curse? Frontiers Media SA. https://doi.org/10.3389/feduc.2023.1166682

Fullan, M. (2015). The new meaning of educational change 5th edition. Teachers College Press.

Goralski, M. A., & Tan, T. K. (2020). Artificial intelligence and sustainable development. International Journal of Management Education, 18(1). https://doi.org/10.1016/j.ijme.2019.100330

Indonesia. Department of Communication and Information. (2019). Minister of communication and information encourages the use of artificial intelligence for government services. https://aptika.kominfo.go.id/2019/09/menkominfo-dorong-pemanfaatan-kecerdasan-buatan-untuk-layanan-pemerintah

Indonesia. Department of Education and Culture. (2020). Guidelines for learning from home during disaster emergencies. https://bersamahadapikorona.kemdikbud.go.id/pedoman-pelaksanaan-belajar-dari-rumah-selama-darurat-bencana-covid-19-di-indonesia/

Koh, E., & Doroudi, S. (2023). Learning, teaching, and assessment with generative artificial intelligence: towards a plateau of productivity. Informa UK Limited. https://doi.org/10.1080/23735082.2023.2264086

Kumar, S., Rao, P., Singhania, S., Verma, S., & Kheterpal, M. (2024). Will artificial intelligence drive the advancements in higher education? a tri-phased exploration. Elsevier BV. https://doi.org/10.1016/j.techfore.2024.123258

Lakshmi, A. J., Kumar, A., Kumar, M. S., Patel, S. I., Naik, S. K. L., & Ramesh, J. V. N. (2023). Artificial intelligence in steering the digital transformation of collaborative technical education. Elsevier BV. https://doi.org/10.1016/j.hitech.2023.100467

Littlejohn, Stephen W., Karen A. Foss, & John G. Oetzel. (2017). Theories of human communication (11th ed.). Waveland Press Inc.

Ma, S., & Lei, L. (2024). The factors influencing teacher education students’ willingness to adopt artificial intelligence technology for information-based teaching. Informa UK Limited. https://doi.org/10.1080/02188791.2024.2305155

Nasution, H. (2012). Implementation of fuzzy logic in artificial intelligence systems. ELKHA Journal, 4(2), 4–8. https://doi.org/10.26418/elkha.v4i2.512

Rusmiarti, D,A. (2015). Analysis of diffusion of innovation and development of work culture in bureaucratic organizations. Journal of the Telematics and Information Society, 6(2), 85-100.

Sousa, W. G. de, Melo, E. R. P. de, Bermejo, P. H. D. S., Farias, R. A. S., & Gomes, A. O. (2019). How and where is artificial intelligence in the public sector going? A literature review and research agenda. Government Information Quarterly, 36(4), 101392. https://doi.org/10.1016/j.giq.2019.07.004

Sofianto, A., & Zuhri, M. (2021). Barriers and solutions for sistance learning in the covid-19 pandemic era in central java. Journal of Education and Culture, 6(2), 173 - 186. https://doi.org/10.24832/jpnk.v6i2.1841

Subandi, T. (2011). Educational innovation. Muhammadiyah University Press

Tam, G. & El-Azar, D. (2020, Maret 13). 3 ways the coronavirus pandemic could reshape education. We Forum. https://www.weforum.org/agenda/2020/03/3-ways-coronavirus-is-reshaping-education-and-what-changes-might-be-here-to-stay/

Wahono, R.S. (2023, September 23). AI technology and corruption eradication. Anti-Corruption Education Center. https://aclc.kpk.go.id/aksi-informasi/Persepsi/20230929-teknologi-ai-dan-pemberantasan-korupsi

Wahyudi, M.Y, & Hidayat, A. (2023). Implementation of artificial intelligence (AI) in the field of vocational education in the era of the industrial revolution 4.0. Faculty of Engineering, Makassar State University. https://doi.org/10.59562/semnasdies.v1i1.794

Xu, Y., Liu, X., Cao, X., Huang, C., Liu, E., Qian, S., … Zhang, J. (2021). Artificial intelligence: A powerful paradigm for scientific research. Elsevier BV. https://doi.org/10.1016/j.xinn.2021.100179




DOI: https://doi.org/10.21831/informasi.v53i2.71865

Refbacks

  • There are currently no refbacks.


Copyright (c) 2024 Novianto Yudha Laksana, Ayu Usada Rengkaningtias, Wuri Handayani

Supervised by

RJI Main logo


Our Journal has been Indexed by:

           

 

 Creative Commons License

Informasi by http://journal.uny.ac.id/index.php/informasi is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.


View My Stats