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The emergent role of artificial intelligence in Mathematics education: Examining students’ acceptance and perception Nursanti, Yuli Bangun; Sujadi, Imam; Kurniawati, Ira; Andriatna, Riki; Wulandari, Arum Nur
Journal of Educational Management and Instruction (JEMIN) Vol. 5 No. 2 (2025): July-December 2025
Publisher : UIN Raden Mas Said Surakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.22515/jemin.v5i2.11242

Abstract

Artificial intelligence (AI) is increasingly being integrated into education, offering new opportunities for enhancing learning, especially in challenging subjects like mathematics. However, there is limited research on how students perceive and accept AI in mathematics education, particularly in the context of Indonesian higher education. This study aims to explore mathematics education students’ acceptance and perceptions of AI tools in enhancing their learning experience. Using a sequential explanatory mixed-methods design, the study employed a Technology Acceptance Model (TAM) questionnaire for quantitative data and in-depth semi-structured interviews to gather qualitative insights. The participants were 389 mathematic students from several universities in Surakarta municipality, Indonesia based on non-probability sampling technique through sampling quota. The results show that students generally perceive AI as useful and easy to use, with high scores for Perceived Usefulness (PU) and Perceived Ease of Use (PEU). AI was appreciated for its ability to provide personalized learning, immediate feedback, and flexibility. However, students' Behavioral Intention to Use (BIU) AI was lower, indicating hesitation toward integrating AI regularly into their learning routines. The findings highlight that while AI has the potential to enhance learning, students still value traditional face-to-face interactions with instructors and are concerned about over-reliance on technology. The study contributes to theoretical framework that AI tools should complement, not replace, traditional teaching methods. Practically, the integration of AI in education should be gradual, with adequate support for both students and instructors. Future research should explore long-term adoption and investigate the role of educational policies in supporting AI integration.
Implementing school programs supporting numeracy: What we can learn from a junior high school in Surakarta Rofiah, Faizatur; Sujadi, Imam; Indriati, Diari
International Journal on Education Insight Vol. 5 No. 1 (2024)
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12928/ijei.v5i1.13677

Abstract

Mathematical literacy or numeracy has gained more attention in the education world in Indonesia. This can be seen through various efforts by the Ministry of Education to continually improve it. The research aims to provide an overview of the implementation of mathematics learning in junior high schools in Surakarta, resulting in the numeracy outcomes of students. This study adopts a qualitative approach with a case study strategy. The research data includes the implementation of numeracy, teacher activities, student activities, school environment, and documents. Data sources come from informants, including teachers and students. Data collection techniques involve interviews and documentation. The research findings reveal that the implementation of mathematics learning that strengthens numeracy at SMP Negeri 11 Surakarta and SMP Muhammadiyah Special Program Surakarta is in the stages of habituation and development. Mathematics teachers play roles as motivators, guides, and facilitators. Activities undertaken include providing books, familiarizing students with solving numeracy problems, assigning tasks, motivating students, organizing activities related to numeracy improvement, imparting knowledge, and allowing students to conduct studies.
Co-Authors A.A. Ketut Agung Cahyawan W Abdul Aziz Agus Darmawan Agus Margono Aji Permana Putra Anak Agung Istri Sri Wiadnyani Andriawan Nurcahyo, Andriawan Asip Cakra Buana, Asip Cakra Bambang Sugaiarto Budi Usodo BUDIYONO Budiyono Budiyono Burhan Mustaqim Dalud Daeka Dewi Retno Sari S Dian Fitri Argarini, Dian Fitri Diari Indriati Dona Dinda Pratiwi Dwi Retnowati Dwiani Listya Kartika, Dwiani Listya Elywati Elywati Endah Asmarawati, Endah Eva Tri Wahyuni Exacta, Annisa Prima Fauzi Mulyatna Fitri Andika Nurussafa’at, Fitri Andika Fransiskus Xaverius Agus Siswanto, Fransiskus Xaverius Frasetyana, Anita Diah Habib Ratu Perwira Negara Hartono Hartono Hasan S Negara Hirtanto Hirtanto, Hirtanto Ikrar Pramudya, Ikrar Indra Kurniawan Ira Kurniawati Juwita Rini Kharisma Ardhy W KOMARUDIN Laksono Trisnantoro Luthfiana Mirati, Luthfiana Mania Roswitha Mardiyana Mardiyana Mardodo Mardodo Muh. Zuhair Zahid Muhammad Zuhair Zahid, Muhammad Zuhair Muhtarom Ningsih, Maya Kristina Nugroho Arif Sudibyo Nuraini Muhassanah Nurmalitasari Nurmalitasari Nursanti, Yuli Bangun Nurul Amalia K W Nurul Hidayati Shaliha, Nurul Hidayati Pangadi Pangadi Priyogo, Adi Puspitasari, Norma Puteri, Hanifa Alifia Rahmadiansyah, Fatkhunur Fariza Rahmawati Masruroh, Rahmawati Retno Sari Riki Andriatna Rima Aksen Cahdriyana Rina Agustina Riyadi Riyadi Rofiah, Faizatur Salsabila, Unik Hanifah Selvi Marcellia Siswanto Siti Khoiriyah Siti Komsatun Siti Suprihatiningsih Soeyono Soeyono Sri Subanti Sukowiyono Sukowiyono Sulaiman Sulaiman Tika Karlina R Tri Atmojo Kusmayadi Tri Yuliana Triana Harmini Tunggu Biyarti Ulfa Masamah, Ulfa Vera Dewi Susanti Wahyu Nofiansyah, Wahyu Wahyuni, Fina Tri Widodo Widodo Wulandari, Arum Nur Zainnur Wijayaanto Zamroni Zamroni