Vol. 11 No. 7 (2025): July
Open Access
Peer Reviewed

Evaluation of Learning in AI Integration Training for Learning Assessment Among MTs Teachers

Authors

DOI:

10.29303/jppipa.v11i7.11595

Published:

2025-07-31

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Abstract

This study evaluates learning in training activities on applying Artificial Intelligence (AI) in formative assessment for Madrasah Tsanawiyah (MTs) teachers, especially at MTs NU Trate Gresik. The training evaluation used the CIPP (Context, Input, Process, Product) model approach to identify the learning effectiveness at each training stage. The findings show that in the context aspect, there is a significant gap between conventional evaluation practices and the need for technology-based assessments. The input aspect shows that the training has been designed contextually with expert support and technology such as Quizizz AI Generator and adaptive Google Forms. The interactive training process involved high participation despite facing technical obstacles that were successfully overcome through intensive mentoring. The product aspect shows a fundamental transformation in learning evaluation in the classroom, marked by increased teachers’ abilities in designing and implementing AI-based assessments. The results of the paired sample t-test showed a significant increase in teacher evaluation competency, from an average score of 60.98 to 83.98 in the post-test (p=0.000). This finding indicates that the training improves conceptual knowledge and facilitates changes in assessment practices towards a more diagnostic, adaptive, and reflective approach. Thus, this training strengthens teacher capacity in supporting the digital transformation of education in the madrasah.

Keywords:

Artificial intelligence Evaluation Learning

References

Achruh, Rapi, M., Rusdi, M., & Idris, R. (2024). Challenges and Opportunities of Artificial Intelligence Adoption in Islamic Education in Indonesian Higher Education Institutions. International Journal of Learning, Teaching and Educational Research, 23(11), 423–443. https://doi.org/10.26803/IJLTER.23.11.22

Adawiyah, A. A. (2022). Training of Gamified Online Learning for Teachers Through Quizizz. AJAD : Jurnal Pengabdian Kepada Masyarakat, 2(2), 90–99. https://doi.org/10.35870/AJAD.V2I2.73

Akgun, S., & Greenhow, C. (2021). Artificial intelligence in education: Addressing ethical challenges in K-12 settings. AI and Ethics, 2(3), 431–440. https://doi.org/10.1007/S43681-021-00096-7

Andriani, A. E., Sulistyorini, S., Estiastuti, A., Kiptiyah, S. M., & Chayaningtyas, A. P. (2023). (2023). Pemanfaatan Artificial Intelligence sebagai Automatic Assesment untuk Meningkatkan Literasi Digital Guru Sekolah Dasar. Jurnal SOLMA, 12(3), 1602–1610. https://doi.org/10.22236/SOLMA.V12I3.13053

Baichuan, Y. (2024). Research on Improving Teaching Efficiency and Quantifying Learning Plans in Innovative Education Practice. Frontiers in Educational Research, 7(9), 254–258. https://doi.org/10.25236/FER.2024.070939

Bekdemir, Y. (2024). The Urgency of AI Integration in Teacher Training: Shaping the Future of Education. Journal of Research in Didactical Sciences, 3(1), 37–41. https://doi.org/10.51853/JORIDS/15485

González-Calatayud, V., Prendes-Espinosa, P., & Roig-Vila, R. (2021). Artificial Intelligence for Student Assessment: A Systematic Review. Applied Sciences, 11(12), 5467. https://doi.org/10.3390/APP11125467

Hanson, M. A., & Beem, H. R. (2022). Role of Digital Literacy and Tools in Teacher Persistence in an Online Hands-On Science Training in Ghana. 2022 IEEE IFEES World Engineering Education Forum - Global Engineering Deans Council, WEEF-GEDC 2022 - Conference Proceedings. https://doi.org/10.1109/WEEF-GEDC54384.2022.9996262

Holilah, H., & Hajjaj, W. A. (2024). Transformation Of Islamic Education Management In The Digital Era: Trends And Implications For Learning Quality. Journal of International Multidisciplinary Research, 2(10), 82–87. https://doi.org/10.62504/JIMR924

Hooda, M., Rana, C., Dahiya, O., Rizwan, A., & Hossain, M. S. (2022). Artificial Intelligence for Assessment and Feedback to Enhance Student Success in Higher Education. Mathematical Problems in Engineering, 2022(1), 5215722. https://doi.org/10.1155/2022/5215722

Hopfenbeck, T. N., Zhang, Z., Sun, S. Z., Robertson, P., & McGrane, J. A. (2023). Challenges and opportunities for classroom-based formative assessment and AI: a perspective article. Frontiers in Education, 8, 1270700. https://doi.org/10.3389/FEDUC.2023.1270700/BIBTEX

Ismail, A., Aliu, A., Ibrahim, M., & Sulaiman, A. (2024). Preparing Teachers of the Future in the Era of Artificial Intelligence. Journal of Artificial Intelligence, Machine Learning and Neural Network, 4(04), 31–41. https://doi.org/10.55529/JAIMLNN.44.31.41

Kamilia, F. F. S., Wahyudin, D., & Dewi, L. (2023). CIPP Evaluation Model: E-Learning Based Life Skills Training. AIP Conference Proceedings, 2679(1). https://doi.org/10.1063/5.0111265/2868498

Kaswar, A. B., Nurjannah, Arsyad, M., Surianto, D. F., & Rosidah. (2023). Membangun Keterampilan Pendidik Melalui Pelatihan Pembuatan Media Pembelajaran Berbasis Artificial Intelligence. Vokatek : Jurnal Pengabdian Masyarakat, 1(3), 293–297. https://doi.org/10.61255/VOKATEKJPM.V1I3.248

Katonane-Gyonyoru, K. I., & Katona, J. (2024). Student Perceptions of AI-Enhanced Adaptive Learning Systems: A Pilot Survey. CANDO-EPE 2024- Proceedings: IEEE 7th International Conference and Workshop Obuda on Electrical and Power Engineering, 93–98. https://doi.org/10.1109/CANDO-EPE65072.2024.10772884

Kim, J., Lee, H., & Cho, Y. H. (2022). Learning design to support student-AI collaboration: perspectives of leading teachers for AI in education. Education and Information Technologies, 27(5), 6069–6104. https://doi.org/10.1007/S10639-021-10831-6/TABLES/1

Kim, K., & Kwon, K. (2023). Exploring the AI competencies of elementary school teachers in South Korea. Computers and Education: Artificial Intelligence, 4, 100137. https://doi.org/10.1016/J.CAEAI.2023.100137

Kizilcec, R. F. (2024). To Advance AI Use in Education, Focus on Understanding Educators. International Journal of Artificial Intelligence in Education, 34(1), 12–19. https://doi.org/10.1007/S40593-023-00351-4/METRICS

Kozan, F. (2024). Öğrenme – Öğretme Sürecinde Bsüü Modeli. Vestnik Bishkek State University Af K Karasaev, 2(68), 129–135. https://doi.org/10.35254/BSU/2024.68.22

Lee, Y. J., Davis, R. O., & Ryu, J. (2024). Korean in-Service Teachers’ Perceptions of Implementing Artificial Intelligence (AI) Education for Teaching in Schools and Their AI Teacher Training Programs. International Journal of Information and Education Technology, 14(2), 214–219. https://doi.org/10.18178/IJIET.2024.14.2.2042

Malathesh, B. C., Ibrahim, F. A., Nirisha, P. L., Kumar, C. N., Chand, P. K., Manjunatha, N., Math, S. B., Thirthalli, J., Manjappa, A. A., Parthasarathy, R., Reddy, S., & Arora, S. (2021). Embracing Technology for Capacity Building in Mental Health: New Path, Newer Challenges. Psychiatric Quarterly, 92(3), 843–850. https://doi.org/10.1007/S11126-020-09859-7/METRICS

Meisuri, M., Siregar, Y. A., Halik, A., Bakti, I., & Firdaus, M. (2024). Evaluation of the Effect of Teacher Training on the Use of Learning Technology. Journal Emerging Technologies in Education, 2(1), 8–20. https://doi.org/10.70177/JETE.V2I1.733

Munna, A. S., & Kalam, M. A. (2021). Teaching and learning process to enhance teaching effectiveness: a literature review. International Journal of Humanities and Innovation (IJHI), 4(1), 1–4. https://doi.org/10.33750/IJHI.V4I1.102

Ng, D. T. K., Leung, J. K. L., Su, J., Ng, R. C. W., & Chu, S. K. W. (2023). Teachers’ AI digital competencies and twenty-first century skills in the post-pandemic world. Educational Technology Research and Development, 71(1), 137–161. https://doi.org/10.1007/S11423-023-10203-6/FIGURES/2

Oktavianus, A. J. E., Naibaho, L., & Rantung, D. A. (2023). Pemanfaatan Artificial Intelligence pada Pembelajaran dan Asesmen di Era Digitalisasi. Jurnal Kridatama Sains Dan Teknologi, 5(02), 473–486. https://doi.org/10.53863/KST.V5I02.975

Onesi-Ozigagun, O., James Ololade, Y., Louis Eyo-Udo, N., Oluwaseun Ogundipe, D., Manager, P., & Author, C. (2024). Revolutionizing Education Through AI: A Comprehensive Review Of Enhancing Learning Experiences. International Journal of Applied Research in Social Sciences, 6(4), 589–607. https://doi.org/10.51594/IJARSS.V6I4.1011

Priyamvada. (2022). Technological Inclusion @ School Teachers’ Preparation and Professional Development: A. Critical Review. Educational Quest, 13(02), 175–179. https://doi.org/10.30954/2230-7311.2.2022.12

Pujeda, J. R. A. (2023). A Systematic Review on Teachers’ Digital Competencies on the Adoption of Artificial Intelligence in Enhancing Learning Experiences. International Journal of Research and Innovation in Social Science, VII(XII), 373–383. https://doi.org/10.47772/IJRISS.2023.7012031

Puspita Sari, J., Setio, J., Satria, R., Oviyanti, F., & Islam Negeri Raden Fatah Palembang, U. (2024). Tantangan Madrasah Di Era Digital: Transformasi Pendidikan Agama Islam Dalam Konteks Teknologi. Jurnal Mudarrisuna: Media Kajian Pendidikan Agama Islam, 14(2), 211–222. https://doi.org/10.22373/JM.V14I2.23489

Rozi, S., Tantangan, W., Peluang, D., Rozi, M. F., Madura, U., & Wahyono, S. (2024). Tantangan Dan Peluang Dosen Pendidikan Agama Islam Dalam Mengintegrasikan Kecerdasan Buatan Di Universitas Madura. Dirosat : Journal of Islamic Studies, 9(1), 59–70. https://doi.org/10.28944/dirosat.v9i1.1647

Sunarya, U. (2024). Kendala Penggunaan Teknologi Informasi dalam Proses Pengembangan Materi Pembelajaran PAI di Madrasah Tsanawiyah. Epistemic: Jurnal Ilmiah Pendidikan, 3(1), 149–165. https://doi.org/10.70287/EPISTEMIC.V3I1.217

Sungkowo, A., Munkizul, Kau, U., Muhammadong, Rozak, A., & Suryadi, Y. (2024). Revitalizing Religious Learning in Madrasah Through the Use of Technology. IJGIE (International Journal of Graduate of Islamic Education), 5(1), 82–96. https://doi.org/10.37567/IJGIE.V5I1.2808

Wardat, Y., Tashtoush, M. A., AlAli, R., & Saleh, S. (2024). Artificial Intelligence in Education: Mathematics Teachers’ Perspectives, Practices and Challenges. Iraqi Journal for Computer Science and Mathematics, 5(1), 20. https://doi.org/10.52866/ijcsm.2024.05.01.004

Yamin, M., & Sanuri, D. (2024). Implementations of The Digital Madrasah. Jurnal Sustainable, 7(1), 126–130. https://doi.org/10.32923/KJMP.V7I1.3746

Yupeni, E. (2024). Embracing Digitalization: Transforming Education for the 5.0 Era. Proceedings of International Conference on Education, 2(1), 631–638. https://doi.org/10.32672/PICE.V2I1.1427

Zhou, M. (2023). Significance of Assessment in Learning: The Role of Educational Assessment Tools. Science Insights Education Frontiers, 18(2), 2881–2883. https://doi.org/10.15354/SIEF.23.CO215

Author Biographies

Hirnanda Dimas Pradana, Universitas Negeri Surabaya

Author Origin : Indonesia

Alim Sumarno, Universitas Negeri Surabaya

Author Origin : Indonesia

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How to Cite

Pradana, H. D., & Sumarno, A. (2025). Evaluation of Learning in AI Integration Training for Learning Assessment Among MTs Teachers. Jurnal Penelitian Pendidikan IPA, 11(7), 1–8. https://doi.org/10.29303/jppipa.v11i7.11595