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All Journal Competitor : Jurnal Pendidikan Kepelatihan Olahraga JURNAL PENDIDIKAN GLASSER Academy of Education Journal Jurnal Review Pendidikan dan Pengajaran (JRPP) Riyadhoh : Jurnal Pendidikan Olahraga Mandalika Mathematics and Educations Journal jurnal ilmu keolahragaan Indonesian Journal of Research and Educational Review (IJRER) JIPMukjt:Jurnal Ilmu Pendidikan Muhammadiyah Kramat Djati Pedagogy : Jurnal Pendidikan Matematika Seminar Nasional Pengabdian Kepada Masyarakat Abdimas Indonesian Journal International Journal of Educational Research Excellence (IJERE) International Journal of Community Service (IJCS) Seminar Nasional Hasil Penelitian LP2M UNM
Yasriuddin, Yasriuddin
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Efektivitas Chatbot-AI dalam Pembelajaran Matematika melalui Model NHT berbasis PBL di SMPN 3 Binamu Husain, Husriani; Syaharuddin, Syaharuddin; Yasriuddin, Yasriuddin; Agustina, Sri Wahyuni
Mandalika Mathematics and Educations Journal Vol 8 No 1 (2026): Edisi Maret
Publisher : FKIP Universitas Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29303/jm.v8i1.11074

Abstract

Mathematics learning in the digital era requires instructional strategies that enhance conceptual understanding while fostering students’ motivation and engagement. Integrating artificial intelligence into classroom practice offers a promising solution to these challenges. This study aimed to examine the effectiveness of integrating an AI chatbot into the Numbered Heads Together (NHT) model based on Problem-Based Learning (PBL) in improving students’ mathematical conceptual understanding and learning motivation. A quantitative approach with a quasi-experimental nonequivalent control group design was employed. The sample consisted of two eighth-grade classes at SMPN 3 Binamu, each comprising 30 students. The experimental group received NHT-based PBL integrated with an AI chatbot, whereas the control group received NHT-based PBL without chatbot support. Data were collected through a conceptual understanding test, a learning motivation questionnaire, and an observation sheet, and were analyzed using independent samples t-test, paired samples t-test, N-Gain, and Cohen’s d. The results revealed a significant difference in learning outcomes between the two groups (p < 0.05). The N-Gain and effect size were moderate, students’ motivation was high, and engagement was very good. These findings indicate that integrating an AI chatbot into NHT-based PBL effectively enhances mathematics learning quality.
Co-Authors ADIL, AHMAD Agustina, Sri Wahyuni Anung Priambodo Arfanda, Poppy Elisano Awaluddin Awaluddin Azis, Baso Indra Wijaya B, Risman Baso Intang Sappaile, Baso Intang Dermawan, Dermawan ekawati, mutmainna Fahrizal Fahrizal Gunawan, Moh. Rizky Hasan, Muh Said Hastuty Musa Hudain, Muh. Adnan Husriani Husain Ians Aprilo Ichsani, Ichsani Jaya, Rahmat Juhanis, Juhanis M Imran Hasanuddin M. Sahib Saleh Mappaompo, M Adam Martono Martono Mila Karmila MMSI Irfan ,S. Kom Muhammad Nur Muhammadong NETTI KARIANI MENDOFA Oktosiyanti MT. Abdullah, Oktosiyanti MT. Pascalian Hadi Pradana R. Rusli Ramadhan, Reynaldi Sartinayanti, Sartinayanti Setiawan, A Farhum Solly Aryza Susanto, Muhammad Anugrah Suwardi Suwardi Syaharuddin Syahruddin Syahruddin Taufik, Muh.Usman Usman, Arifuddin Wahyudin Wahyudin Yusnadi, Yusnadi