MATHEMATICS LEARNING IN THE SOUTHEAST ASIA REGION ON THE SCOPUS DATABASE: BIBLIOMETRIC ANALYSIS (1993-2024)

https://doi.org/10.25299/mrej.2024.vol8(2).19547

Authors

  • Resky Nuralisa Gunawan Universitas Alma Ata Yogyakarta, Yogyakarta, Indonesia
  • Era Mutiara Universitas Negeri Yogyakarta, Indonesia
  • Zafrullah Zafrullah Universitas Negeri Yogyakarta, Indonesia
  • Mohamed Hasan Mohamed Majid South Eastern University of Sri Lanka, Sri Lanka
  • Muhammad Imran Nur Universitas Indonesia, Indonesia
  • James Leonard Mwakapemba Institute of Rural Development Planning, Tanzania

Keywords:

Mathematics Learning, Southeast Asia, Bibliometric

Abstract

This research aims to analyze research trends regarding mathematics learning in Southeast Asia on the Scopus Database. Using existing keywords, researchers selected using the PRISMA method and obtained 829 documents which were analyzed using VOSviewer and the R Program. From the results of the analysis, it can be concluded that research on mathematics learning in Southeast Asia began in 1993 and showed significant development until 2024, with a total of 829 documents published from 200 sources. Despite a decline in publications in 2013, the overall publication trend continues to show positive growth, especially after 2012. Indonesia occupies the top position in the number of publications and citations, followed by Malaysia, with Nanyang Technological University in Singapore being the leading institution. The various research focuses reflect efforts to improve the quality of mathematics learning in the region. Apart from that, the latest topics such as “online learning”, “ethnomathematics”, and “flipped classroom” are very relevant to be applied in facing educational challenges in the current digital era.

 

Downloads

Download data is not yet available.

Author Biographies

Resky Nuralisa Gunawan, Universitas Alma Ata Yogyakarta, Yogyakarta, Indonesia

 

 

Era Mutiara, Universitas Negeri Yogyakarta, Indonesia

 

 

Zafrullah Zafrullah, Universitas Negeri Yogyakarta, Indonesia

 

 

Mohamed Hasan Mohamed Majid, South Eastern University of Sri Lanka, Sri Lanka

 

 

Muhammad Imran Nur, Universitas Indonesia, Indonesia

 

 

James Leonard Mwakapemba, Institute of Rural Development Planning, Tanzania

 

 

 

References

D. Andrian, A. Wahyuni, S. Ramadhan, F. R. E. Novilanti, and Zafrullah, “Pengaruh Pembelajaran Kooperatif Tipe STAD Terhadap Peningkatan Hasil Belajar, Sikap Sosial, dan Motivasi Belajar,” Inomatika, vol. 2, no. 1, pp. 65–75, 2020, doi: 10.35438/inomatika.v2i1.163.

Muhamad Yunus, Mizan Abrory, Zafrullah, Dedek Andrian, and David Maclinton, “The Effectiveness of Macromedia Flash Digital Media in Improving Students’ Mathematics Reasoning,” Math. Res. Educ. J., vol. 6, no. 1, pp. 14–20, 2022, doi: 10.25299/mrej.2022.vol6(1).9013.

B. D. Izzulhaq, R. N. Gunawan, Z. Zafrullah, R. T. Ayuni, A. M. Ramadhani, and R. L. Fitria, “Research Trends on Leadership in Indonesian Schools: Bibliometric Analysis (2008-2024),” Elem. J. Educ. Res., vol. 2, no. 1, pp. 19–38, 2024.

S. Hamdi, N. M. Murdiyani, M. Fauzan, H. Djidu, E. Chrisdiyanto, and Z. Zafrullah, “Developing an assessment instrument for strengthening the Pancasila student profile in web-based middle school mathematics teaching,” J. Elem., vol. 10, no. 3, pp. 479–500, 2024.

S. Grassini, “Shaping the future of education: exploring the potential and consequences of AI and ChatGPT in educational settings,” Educ. Sci., vol. 13, no. 7, p. 692, 2023.

J. Code, R. Ralph, and K. Forde, “Pandemic designs for the future: perspectives of technology education teachers during COVID-19,” Inf. Learn. Sci., vol. 121, no. 5/6, pp. 419–431, 2020.

A. Riyanti, U. Sagena, N. C. Lestari, S. A. Pramono, and G. Al Haddar, “Internet-based learning in improving student digital literacy,” Cendikia Media J. Ilm. Pendidik., vol. 13, no. 4, pp. 585–594, 2023.

M. Arifin, I. Eryani, and G. Farahtika, “Students’ Perception of Using Moodle as a Learning Management System in Tertiary Education,” AL-ISHLAH J. Pendidik., vol. 15, no. 4, pp. 5140–5152, 2023.

Y. Zhao, M. Zhao, and F. Shi, “Integrating moral education and educational information technology: A strategic approach to enhance rural teacher training in universities,” J. Knowl. Econ., pp. 1–41, 2023.

R. Zhou, S. M. Rashid, and S. Cheng, “Entrepreneurship education in Chinese higher institutions: Challenges and strategies for vocational colleges,” Cogent Educ., vol. 11, no. 1, p. 2375080, 2024.

M. Mohzana, “The Impact of the New Student Orientation Program on the Adaptation Process and Academic Performance,” Int. J. Educ. Narrat., vol. 2, no. 2, pp. 169–178, 2024.

A. M. Ramadhani, N. Y. B. Yakob, R. T. Ayuni, Z. Zafrullah, and A. A. Bakti, “TRENDS IN IMPLEMENTATION OF GAME USE AS LEARNING AT PRIMARY SCHOOLS LEVEL IN SCOPUS DATABASE: A BIBLIOMETRIC ANALYSIS,” J. Penyelid. Sains Sos., vol. 7, no. 23, 2024.

A. M. Ramadhani and H. Retnawati, “Computational Thinking and its Application in School: A Bibliometric Analysis (2008-2023),” in International Conference on Current Issues in Education (ICCIE 2023), 2024, pp. 329–338, [Online]. Available: https://doi.org/10.2991/978-2-38476-245-3_35.

S. Saryanto, R. Retnaningsih, N. Nofirman, and I. Yuniwati, “Analysis The Role of School Culture in Shaping The Personality and Character of Students,” Mudir J. Manaj. Pendidik., vol. 5, no. 2, pp. 477–482, 2023.

N. Komariah and I. Nihayah, “Improving the personality character of students through learning Islamic religious education,” At-Tadzkir Islam. Educ. J., vol. 2, no. 1, pp. 65–77, 2023.

A. P. Rahayu and Y. Dong, “The relationship of extracurricular activities with students’ character education and influencing factors: a systematic literature review,” AL-ISHLAH J. Pendidik., vol. 15, no. 1, pp. 459–474, 2023.

H. Setyawan et al., “Implementation of Archery Class Management at the Pre-Extracurricular Program Stage To Improve Archery Skills of Elementary School Students,” Retos nuevas tendencias en Educ. física, Deport. y recreación, no. 55, pp. 867–873, 2024.

J. Aliu and C. Aigbavboa, “Reviewing the roles of extracurricular activities in developing employability skills: a bibliometric review,” Int. J. Constr. Manag., vol. 23, no. 10, pp. 1623–1632, 2023.

M. B. Purwanto, R. Hartono, and S. Wahyuni, “Essential skills challenges for the 21st century graduates: Creating a generation of high-level competence in the industrial revolution 4.0 era,” Asian J. Appl. Educ., vol. 2, no. 3, pp. 279–292, 2023.

N. Ghamrawi, T. Shal, and N. A. R. Ghamrawi, “Exploring the impact of AI on teacher leadership: regressing or expanding?,” Educ. Inf. Technol., vol. 29, no. 7, pp. 8415–8433, 2024.

S. Walan and N. Gericke, “Transferring makerspace activities to the classroom: a tension between two learning cultures,” Int. J. Technol. Des. Educ., vol. 33, no. 5, pp. 1755–1772, 2023.

A. Alam and A. Mohanty, “Cultural beliefs and equity in educational institutions: exploring the social and philosophical notions of ability groupings in teaching and learning of mathematics,” Int. J. Adolesc. Youth, vol. 28, no. 1, p. 2270662, 2023.

P. Karuru, A. F. Setiawan, and S. Junaida, “Improving Students’ Higher Order Thinking Skills Through a Question and Answer Method,” RETORIKA J. Ilmu Bhs., vol. 9, no. 3, pp. 340–349, 2023.

J. Jeon and S. Lee, “Large language models in education: A focus on the complementary relationship between human teachers and ChatGPT,” Educ. Inf. Technol., vol. 28, no. 12, pp. 15873–15892, 2023.

T. Doyle, Helping students learn in a learner-centered environment: A guide to facilitating learning in higher education. Taylor & Francis, 2023.

K. Guo, Y. Zhong, D. Li, and S. K. W. Chu, “Investigating students’ engagement in chatbot-supported classroom debates,” Interact. Learn. Environ., pp. 1–17, 2023.

A. Wahyuni, Y. S. Kusumah, B. A. P. Martadiputra, and Z. Zafrullah, “Tren penelitian kemampuan pemecahan masalah pada pendidikan matematika: Analisis bibliometrik,” JPMI (Jurnal Pembelajaran Mat. Inov., vol. 7, no. 2, pp. 337–356, 2024, doi: 10.22460/jpmi.v7i2.22329.

Z. Zafrullah, A. Meisya, and R. T. Ayuni, “ARTIFICIAL INTELLIGENCE AS A LEARNING MEDIA IN ENGLISH EDUCATION: BIBLIOMETRIC USING BIBLIOSHINY ANALYSIS (2009-2023),” ELTR J., vol. 8, no. 1, pp. 71–81, 2024.

Q. Yang, Q. Chen, J. Wang, and R. Ou, “The effect of student self-efficacy on learning outcomes in a business simulation mobile game: a quasi-experimental study,” Libr. Hi Tech, vol. 42, no. 2, pp. 547–563, 2024.

Y. Wu, “Integrating generative AI in education: how ChatGPT brings challenges for future learning and teaching,” J. Adv. Res. Educ., vol. 2, no. 4, pp. 6–10, 2023.

I. Asal, D. R. M. I. Yousuf, and D. R. M. Imran, “Parents and Teachers Attitudes toward Life Skills-based Education at Elementary Level,” Int. J. Acad. Res. Humanit., vol. 4, no. 1, pp. 64–76, 2024.

S. J. H. Yang, H. Ogata, T. Matsui, and N.-S. Chen, “Human-centered artificial intelligence in education: Seeing the invisible through the visible,” Comput. Educ. Artif. Intell., vol. 2, p. 100008, 2021.

J. H. L. Koh, “Three approaches for supporting faculty technological pedagogical content knowledge (TPACK) creation through instructional consultation,” Br. J. Educ. Technol., vol. 51, no. 6, pp. 2529–2543, 2020.

T. Wang et al., “Exploring the potential impact of artificial intelligence (AI) on international students in higher education: Generative AI, chatbots, analytics, and international student success,” Appl. Sci., vol. 13, no. 11, p. 6716, 2023.

D. T. K. Ng, W. Luo, H. M. Y. Chan, and S. K. W. Chu, “Using digital story writing as a pedagogy to develop AI literacy among primary students,” Comput. Educ. Artif. Intell., vol. 3, p. 100054, 2022.

R. F. O. Cayubit, “Why learning environment matters? An analysis on how the learning environment influences the academic motivation, learning strategies and engagement of college students,” Learn. Environ. Res., vol. 25, no. 2, pp. 581–599, 2022.

M. M. Asad, N. Hussain, M. Wadho, Z. H. Khand, and P. P. Churi, “Integration of e-learning technologies for interactive teaching and learning process: an empirical study on higher education institutes of Pakistan,” J. Appl. Res. High. Educ., vol. 13, no. 3, pp. 649–663, 2021.

P. Onu, A. Pradhan, and C. Mbohwa, “Potential to use metaverse for future teaching and learning,” Educ. Inf. Technol., vol. 29, no. 7, pp. 8893–8924, 2024.

D. A. S. Widolaksono, L. Harun, L. Ariyanto, and A. Supriyanto, “Implementation of discovery learning model to improve student learning outcomes,” Union J. Ilm. Pendidik. Mat., vol. 11, no. 2, pp. 294–304, 2023.

T. Rasul et al., “The role of ChatGPT in higher education: Benefits, challenges, and future research directions,” J. Appl. Learn. Teach., vol. 6, no. 1, pp. 41–56, 2023.

F. Farida, A. Rotama, D. Dharmawan, and A. Pahrudin, “How relevance of philosophy, science and science philosophy through the study of mathematical logic?,” Al-Jabar J. Pendidik. Mat., vol. 15, no. 1, 2024.

W. Purwandari, I. M. B. Tarigan, N. Sinuhaji, P. Ramles, and P. A. Chusna, “DELVING INTO THE WORLD OF NUMBERS: INNOVATIVE APPROACHES IN ELEMENTARY MATHEMATICS EDUCATION,” Int. J. Teach. Learn., vol. 2, no. 2, pp. 522–529, 2024.

S. R. Powell, E. N. Mason, S. E. Bos, S. Hirt, L. R. Ketterlin-Geller, and E. S. Lembke, “A Systematic Review of Mathematics Interventions for Middle–School Students Experiencing Mathematics Difficulty,” Learn. Disabil. Res. Pract., vol. 36, no. 4, pp. 295–329, 2021.

É. Fülöp, “Developing problem-solving abilities by learning problem-solving strategies: an exploration of teaching intervention in authentic mathematics classes,” Scand. J. Educ. Res., vol. 65, no. 7, pp. 1309–1326, 2021.

T. Zhang, Mathematical analysis of machine learning algorithms. Cambridge University Press, 2023.

J. Nilimaa, “New Examination Approach for Real-World Creativity and Problem-Solving Skills in Mathematics,” Trends High. Educ., vol. 2, no. 3, pp. 477–495, 2023.

Ü. Çakıroğlu, M. Güler, M. Dündar, and F. Coşkun, “Virtual reality in realistic mathematics education to develop mathematical literacy skills,” Int. J. Human–Computer Interact., vol. 40, no. 17, pp. 4661–4673, 2024.

S. Poçan, B. Altay, and C. Yaşaroğlu, “The effects of mobile technology on learning performance and motivation in mathematics education,” Educ. Inf. Technol., vol. 28, no. 1, pp. 683–712, 2023.

N. Donthu, S. Kumar, D. Mukherjee, N. Pandey, and W. M. Lim, “How to conduct a bibliometric analysis: An overview and guidelines,” J. Bus. Res., vol. 133, no. 3, pp. 285–296, 2021.

S. M. Hanaa and A. P. Abdul, “A holistic approach to augmented reality-related research in tourism: through bibliometric analysis,” J. Hosp. Tour. Insights, vol. 7, no. 1, pp. 76–94, 2024.

Z. Zafrullah, A. Fitriani, A. M. Ramadhani, and S. M. N. Hidayah, “Transformasi Adobe Flash dalam Dunia Pendidikan: Analisis Bibliometrik (2006-2023),” Indo-MathEdu Intellectuals J., vol. 4, no. 3, pp. 1652–1666, 2023, [Online]. Available: https://doi.org/10.54373/imeij.v4i3.387.

Z. Zafrullah, Y. K. Sembiring, N. Ramadana, R. N. Gunawan, and K. Kusumawardhani, “Research Trends on the Use of Artificial Intelligence in Educational Environments in Southeast Asia on Scopus Database: A Bibliometric Analysis (2014-2024),” Innov. J. Soc. Sci. Res., vol. 4, no. 5, pp. 8972–8989, 2024.

Z. Zafrullah, R. N. Gunawan, H. Haidir, and A. M. Ramadhani, “IMPLEMENTASI PENGGUNAAN KEMAMPUAN COMPUTATIONAL THINKING PADA SEKOLAH ANAK-ANAK: ANALISIS BIBLIOMETRIK (2014-2024),” J. Binagogik, vol. 11, no. 2, pp. 201–225, 2024.

Z. Zafrullah, A. M. Ramadhani, R. T. Ayuni, N. T. Fadhilla, and R. Safitri, “The Using Confirmatory Factor Analysis as Construct Validity in Education Research: A Analysis with Biblioshiny,” DIROSAT J. Educ. Soc. Sci. Humanit., vol. 2, no. 3, pp. 206–220, 2024.

Z. Zafrullah and Z. Zetriuslita, “Learning interest of seventh grade students towards mathematics learning media assisted by Adobe Flash CS6,” Math Didact. J. Pendidik. Mat., vol. 7, no. 2, pp. 114–123, Aug. 2021, doi: 10.33654/math.v7i2.1272.

M. L. Hakim and M. Angga, “ChatGPT Open AI: Analysis of Mathematics Education Students Learning Interest,” J. Technol. Glob., vol. 1, no. 01, pp. 1–10, 2023, [Online]. Available: https://penaeducentre.com/index.php/JTeG/article/view/35.

Published

2024-11-04

How to Cite

Gunawan, R. N., Mutiara, E., Zafrullah, Z., Majid, M. H. M., Nur, M. I., & Mwakapemba, J. L. (2024). MATHEMATICS LEARNING IN THE SOUTHEAST ASIA REGION ON THE SCOPUS DATABASE: BIBLIOMETRIC ANALYSIS (1993-2024). Mathematics Research and Education Journal, 8(2), 1–18. https://doi.org/10.25299/mrej.2024.vol8(2).19547

Issue

Section

Articles
Received 2024-11-01
Accepted 2024-11-03
Published 2024-11-04

Similar Articles

<< < 1 2 3 4 5 6 7 > >> 

You may also start an advanced similarity search for this article.