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

Integrating Local Wisdom and Generative AI in Ethno-STEM Materials: A Case Study in Border Education

Authors

Nawawi , Syafrial Nur , Arif Januardi , Moad

DOI:

10.29303/jppipa.v11i11.12795

Published:

2025-11-25

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Abstract

The Indonesia-Malaysia border region faces educational challenges in the form of limited learning resources, low digital literacy, and lack of pedagogical innovation. This research aims to develop and evaluate generative AI-assisted Ethno-STEM teaching materials based on Dayak and Malay local wisdom to increase student engagement and creativity. The research uses a mixed methods design with a sequential exploratory model. The qualitative phase was carried out through interviews and observations to explore local wisdom, followed by the preparation of Ethno-STEM-based modules with the integration of AI interactive media, and the quantitative phase involved a limited trial of 30 students of class X and 3 science teachers at SMA Negeri 1 Sajingan Besar. The data were analyzed using descriptive statistics and N-gain calculations. The results showed that the modules were positively rated by students, with 87% stating that they agreed or strongly agreed on the aspects of attractiveness, cultural relevance, and ease of use. The improvement in learning outcomes was also significant, indicated by an average N-gain of 0.91 (high category). The recapitulation of student creativity showed achievements in the category of quite creative, with elaboration obtaining the highest score (55.8%). These findings confirm that the integration of Ethno-STEM and generative AI not only improves conceptual understanding, but also fosters students' critical-creative thinking skills, and is worthy of being recommended for schools in border areas.

Keywords:

Creativity Deep learning Ethno-STEM Generative A Local wisdom

References

Adams, C., Pente, P., Lemermeyer, G., & Rockwell, G. (2023). Ethical principles for artificial intelligence in K-12 education. Computers and Education: Artificial Intelligence, 4(April), 100131. https://doi.org/10.1016/j.caeai.2023.100131

Akgun, S., & Greenhow, C. (2022). Artificial Intelligence (AI) in Education: Addressing Societal and Ethical Challenges in K-12 Settings. AI and Ethics, 2(3), 431–440. https://doi.org/10.1007/s43681-021-00096-7

Araujo, A. de, Papadopoulos, P. M., McKenney, S., & Jong, T. de. (2023). Automated coding of student chats, a trans-topic and language approach. Computers and Education: Artificial Intelligence, 4(October), 100123. https://doi.org/10.1016/j.caeai.2023.100123

Bahri, S., Hemafitria, H., & Lestari, E. T. (2020). The Baumatahutn tradisional value of Dayak Kanayatn communities in implementing social studies based on ethnopedagogy. Emerging Perspectives and Trends in Innovative Technology for Quality Education 4.0, 15–18. https://doi.org/10.1201/9780429289989

Bahri, S., Supriatna, N., Sjamsuddin, H., & Wiyanarti, E. (2018). The shifting cultivation of bauma tahutn tradition in the Dayak Kanayatn people in West Kalimantan. Advance in Social Science, Education and Humanities Reserch (ASSEHR), 247(Iset), 423–430. https://doi.org/10.2991/iset-18.2018.86

Chiu, T. K. F., Xia, Q., Zhou, X., Chai, C. S., & Cheng, M. (2023). Systematic literature review on opportunities, challenges, and future research recommendations of artificial intelligence in education. Computers and Education: Artificial Intelligence, 4(November), 100118. https://doi.org/10.1016/j.caeai.2022.100118

Creswell, J. W. (2013). Research Design: Qualitative, Quantitative, and Mixed Methods Approaches. SAGE Publications, Inc.

Dela, R. M., & Niron, M. D. (2024). Pengaruh Kompetensi Pedagogik Guru, Sarana Prasarana dan Budaya Sekolah terhadap Mutu Pendidikan di SMPN Perbatasan Aruk, Sajingan Besar. Jurnal Pesona Indonesia, 1(1), 18–30. https://doi.org/10.71436/jpi.v1i1.4

Dewi, H. R., Mayasari, T., Handhika, J., Dewi, H. R., Mayasari, T., Handhika, J., Jurnal, J. (, & Pendidikan, P. (2019). Increasing Creative thingking Skills And Understanding of Physics ConceptsThrough Application of STEM-Based Inquiry. Jurnal Penelitian Pendidikan IPA, 4(1), 25–30. Retrieved from http://journal.unesa.ac.id/index.php/jppipa

Dewi, I. M., & Setyasto, N. (2024). Development of Canva-Based Digital Flipbook Learning Media for IPAS Subject on Respiratory System. Jurnal Penelitian Pendidikan IPA (JPPIPA), 10(5), 2300–2308. https://doi.org/10.29303/jppipa.v10i5.7030

Doyan, A., Susilawati, Harjono, A., Muliyadi, L., Hamidi, Fuadi, H., & Handayana, I. G. N. Y. (2023). The effectiveness of modern optical learning devices during the Covid-19 pandemic to improve creativity and generic science skills of students. In the 1st International Conference on Science Education And Sciences (Vol. 2619, No. 1, p. 020005). AIP Publishing LLC. https://doi.org/10.1063/5.0122553

Fera, D. M., Ratri, D. A. R., & Ishardanti, R. (2024). Pengelolaan hutan berkelanjutan masyarakat Dayak. Environmental, Social, Governance and Sustainable Business, 1(1), 18–32. https://doi.org/10.61511/esgsb.v1i1.2024.758

Harris, A., & De Bruin, L. R. (2018). Secondary school creativity, teacher practice and STEAM education: An international study. Journal of Educational Change, 19(2), 153–179. https://doi.org/10.1007/s10833-017-9311-2

Hidayah, A., Rokhimawan, M. A., & Suherman, R. (2024). Implementation of Ethnoscience-Based PjBL on Science Literacy Learning Outcomes. Journal of Innovation in Educational and Cultural Research, 5(3), 398–407. https://doi.org/10.46843/jiecr.v5i3.1278

Ichsan, I., Suharyat, Y., Santosa, T. A., & Satria, E. (2023). Effectiveness of STEM-Based Learning in Teaching 21 st Century Skills in Generation Z Student in Science Learning: A Meta-Analysis. Jurnal Penelitian Pendidikan IPA, 9(1), 150–166. https://doi.org/10.29303/jppipa.v9i1.2517

Jauhiainen, J. S., & Guerra, A. G. (2023). Generative AI and ChatGPT in School Children’s Education: Evidence from a School Lesson. Sustainability (Switzerland), 15(18), 1–22. https://doi.org/10.3390/su151814025

Jewarut, S., Sumarni, M. L., Usman, U., Manggu, B., Torimtubun, H., & Durasa, H. (2024). Analisis Transformasi Mengajar Guru Sekolah Dasar Daerah Perbatasan, Berbasis TPACK (Technology Pedagogical Content Knowledge) dalam Bingkai Kurikulum Merdeka. Journal of Education Research, 5(2), 2155–2163. https://doi.org/10.37985/jer.v5i2.1102

Lestari, H., & Rahmawati, I. (2020). Integrated STEM through Project Based Learning and Guided Inquiry on Scientific Literacy Abilities in Terms of Self-Efficacy Levels. Al Ibtida: Jurnal Pendidikan Guru MI, 7(1), 19. https://doi.org/10.24235/al.ibtida.snj.v7i1.5883

Maulidiyah, N. R., & Anistyasari, Y. (2020). Studi Literatur Pengaruh Media Robotik Terhadap Berpikir Komputasi Siswa. Jurnal IT-EDU, 5(1), 133–140. Retrieved from https://www.sciencedirect.com/

Meigito, M., Nawawi, N., & Sari, M. (2024). Pengembangan E-Book Berbantuan Website Kodular Berbasis Project Based Learning Terhadap Literasi Sains Kelas X Materi Virus di SMA Santun Untan Pontianak. Media Penelitian Pendidikan, 18(2), 284–293. https://doi.org/10.26877/mpp.v18i2.21227

Meissner, H., Creswell, J., Klassen, A. C., Plano, V., & Smith, K. C. (2011). Best Practices for Mixed Methods Research in the Health Sciences. Methods, 29, 1–39. https://doi.org/10.1002/cdq.12009.

Mutambara, D., & Bayaga, A. (2021). Determinants of mobile learning acceptance for STEM education in rural areas. Computers and Education, 160. https://doi.org/10.1016/j.compedu.2020.104010

Nawawi, N., Trisianawati, E., & Karim, A. (2021). Biology Blog: Project-Based Learning in Pandemic Periode to Encourage Students’ Creativity. Thabiea: Journal of Natural Science Teaching, 4(1), 111–120. http://dx.doi.org/10.21043/thabiea.v4i1.8866

Niken, E. P., & Nawawi, N. (2021). Analisis Pembelajaran STEM di Daerah Terluar Tertinggal Terdepan Indonesia Selama Masa Pandemi. Pancasakti Science Education Journal PSEJ, 6(1), 30–37. https://doi.org/10.24905/psej.v6i1.30

Pratiwi, J. W., & Pujiastuti, H. (2020). Eksplorasi Etnomatematika pada Permainan Tradisional Kelereng. Jurnal Pendidikan Matematika Raflesia, 5(2), 1–12. Retrieved from https://ejournal.unib.ac.id/index.php/jpmr/article/view/11405

Prinotama, A. N., Larasati, D. A., & Roosyanti, A. (2019). Pengaruh Joyfull Learning terhadap Motivasi Belajar di SDN Karah I Surabaya. Jurnal Pendidikan Dasar, 1(1), 96–105. https://doi.org/10.30742/tpd.v1i01.727

Purnama, I., Edi, F., Agustin, R., & Pranoto, N. W. (2023). GPT Chat Integration in Project Based Learning in Learning: a systematic literature review. Jurnal Penelitian Pendidikan IPA, 9((Specialissue)), 150–158. Retrieved from https://jppipa.unram.ac.id/index.php/jppipa/article/view/6712

Putra Ramadhan, L. (2025). Analisis Deforestasi dan Degradasi Terhadap Lingkungan Hidup. BELEID: Journal of Administrative Law and Public Policy, 3(1), 91–109. https://dx.doi.org/10.51825/beleid.v3i1.29470

Qomaria, N., & Wulandari, A. Y. R. (2022). Pengembangan Keterampilan Kolaboratif Siswa Melalui Pembelajaran Dengan Pendekatan Ethno-Steam Project Konteks Pesapean. AKSIOMA: Jurnal Program Studi Pendidikan Matematika, 11(2), 1306–1318. https://doi.org/10.24127/ajpm.v11i2.4586

Seli, Y. M., Rindarjono, M. G., & Karyanto, P. (2021). The concept of forest natural resources conservation on traditional dayak mualang community. IOP Conference Series: Earth and Environmental Science, 683(1). https://doi.org/10.1088/1755-1315/683/1/012087

Septiani, F. (2025). Integrasi Kajian Etnopedagodi Dalam Pendidikan Biologi Melalui Kearifan Lokal Suku Melayu Pada Tradisi Tepung Tawar. Edukasia - Jurnal Pendidikan, 1(3), 83–87. Retrieved from https://e-journalbattuta.ac.id/index.php/bje

Sevnarayan, K., & Potter, M. A. (2024). Generative Artificial Intelligence in distance education: Transformations, challenges, and impact on academic integrity and student voice. Journal of Applied Learning and Teaching, 7(1), 104–114. https://doi.org/10.37074/jalt.2024.7.1.41

Sudarmin, Sumarni, W., Mursiti, S., & Sumarti, S. S. (2020). Students’ innovative and creative thinking skill profile in designing chemical batik after experiencing ethnoscience integrated science technology engineering mathematic integrated ethnoscience (ethno-stem) learnings. Journal of Physics: Conference Series, 1567(2). https://doi.org/10.1088/1742-6596/1567/2/022037

Sumarni, W., & Kadarwati, S. (2020). Ethno-stem project-based learning: Its impact to critical and creative thinking skills. Jurnal Pendidikan IPA Indonesia, 9(1), 11–21. https://doi.org/10.15294/jpii.v9i1.21754

Sun, J. C. Y., Tsai, H. E., & Cheng, W. K. R. (2023). Effects of integrating an open learner model with AI-enabled visualization on students’ self-regulation strategies usage and behavioral patterns in an online research ethics course. Computers and Education: Artificial Intelligence, 4(December), 100120. https://doi.org/10.1016/j.caeai.2022.100120

Sunariyati, S., Suatma, S., & Miranda, Y. (2018). Pengaruh Praktikum Biologi Berbasis Etnobiologi terhadap Pemahaman Konsep Materi Biologi dan Pelestarian Budaya Lokal. Proceeding Biology Education Conference, 15(1), 524–531. Retrieved from https://jurnal.uns.ac.id/prosbi/article/view/326

Susilaningtiyas, D. E., & Falaq, Y. (2021). Internalisasi Kearifan Lokal Sebagai Etnopedagogi: Sumber Pengembangan Materi Pendidikan IPS Bagi Generasi Millenial. Sosial Khatulistiwa: Jurnal Pendidikan IPS, 1(2), 45-52. Retrieved from https://jurnal.untan.ac.id/index.php/JPIPS/article/view/49391

Wahdah, S. I., Kurniawan, R. Y., & Irawan, N. (2025). Adoption of ChatGPT in Higher Education: Insights from the Unified Theory of Acceptance and Use of Technology Model. Indonesian Journal on Learning and Advanced Education (IJOLAE), 312–327. https://doi.org/10.23917/ijolae.v7i2.9743

Watermeyer, R., Lanclos, D., Phipps, L., & Shapiro, H. (2024). Academics’ Weak (ening) Resistance to Generative AI: The Cause and Cost of Prestige? In Postdigital Science and Education. Springer. https://doi.org/10.1007/s42438-024-00524-x

Wicaksono, A. G. (2020). Penyelenggaraan Pembelajaran IPA Berbasis Pendekatan Stem Dalam Menyongsong Era Revolusi Industri 4.0. LENSA (Lentera Sains): Jurnal Pendidikan IPA, 10(1), 54–62. https://doi.org/10.24929/lensa.v10i1.98

Zonasi, J. A., Paramitha, O., & Kusdiwanggo, S. (2024). Systematic Literature Review: Arsitektur Tradisional-Vernakular dalam Konteks Tradisi dan Warisan Budaya Kampung Kota. Jurnal Arsitektur Zonasi, 7(3), 589–600. https://doi.org/10.17509/jaz.v7i3.68975

Zulyusri, Z., Elfira, I., Lufri, L., & Santosa, T. A. (2023). Literature Study: Utilization of the PjBL Model in Science Education to Improve Creativity and Critical Thinking Skills. Jurnal Penelitian Pendidikan IPA, 9(1), 133–143. https://doi.org/10.29303/jppipa.v9i1.2555

Author Biographies

Nawawi, University of PGRI Pontianak

Author Origin : Indonesia

Syafrial Nur, University of PGRI Pontianak

Author Origin : Indonesia

Arif Januardi, University of PGRI Pontianak

Author Origin : Indonesia

Moad, University of PGRI Pontianak

Author Origin : Indonesia

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How to Cite

Nawawi, Nur, S., Januardi, A., & Moad. (2025). Integrating Local Wisdom and Generative AI in Ethno-STEM Materials: A Case Study in Border Education. Jurnal Penelitian Pendidikan IPA, 11(11), 423–432. https://doi.org/10.29303/jppipa.v11i11.12795