A Bibliometric Analysis of Mathematical Literacy Research in Indonesia Based on PISA Studies (2020–2025)

DOI:

https://doi.org/10.58421/gehu.v4i4.774

Authors

  • Ratu Defina Yuniar Universitas Jambi
  • Rohati Rohati Universitas Jambi
  • Marlina Marlina Universitas Jambi

Keywords:

Bibliometric Analysis, Mathematical Literacy, Mendeley, Publish or Perish, VOSviewer

Abstract

This study investigates the development of mathematical literacy research in Indonesia within the PISA context from 2020 to 2025. The analysis was conducted using a literature review combined with bibliometric techniques, drawing data from Publish or Perish (Google Scholar) and visualizing patterns using VOSviewer. From an initial collection of 200 publications, 25 studies were identified as relevant to the PISA framework. The bibliometric results include network visualization, which shows the clustering of key themes; overlay visualization, illustrating shifts in research focus over time; and density visualization, highlighting frequently explored topics. The findings reveal that studies on mathematical literacy in Indonesia remain primarily focused on educational themes, although an emerging interest in interdisciplinary and digital-related perspectives is evident. These results also highlight several ongoing issues, including the limited integration of PISA competencies, uneven distribution of research, and the need for stronger digital and cross-disciplinary approaches. Consequently, this study emphasizes the importance of advancing mathematical literacy research in Indonesia to address contemporary educational challenges and support the enhancement of students’ competencies.

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References

N. Sulfayanti, “Kajian Literatur: Faktor dan Solusi untuk Mengatasi Rendahnya Literasi Matematis Siswa,” Jurnal Jendela Pendidikan, 2023, doi: https://doi.org/10.57008/jjp.v3i04.590.

R. Rohati, A. Kumalasari, M. Marlina, and N. Junia, “The Development of Toondo Online Comic Based on RME To Support Student’s Mathematical Literacy Skills,” AKSIOMA: Jurnal Program Studi Pendidikan Matematika, vol. 10, no. 4, p. 2053, Dec. 2021, doi: https://doi.org/10.24127/ajpm.v10i4.3875.

N. Sulfayanti, “Kajian Literatur: Faktor dan Solusi untuk Mengatasi Rendahnya Literasi Matematis Siswa,” Jurnal Jendela Pendidikan, vol. 3, 2023, doi: https://doi.org/10.57008/jjp.v3i04.590.

H. Muslimah and H. Pujiastuti, “Analisis Kemampuan Literasi Matematis Siswa dalam Memecahkan Masalah Matematika Berbentuk Soal Cerita,” Jurnal Pendidikan Matematika dan Sains, vol. 8, no. 1, pp. 36–43, Apr. 2021, doi: https://doi.org/10.21831/jpms.v8i1.

R. Setyaningsih and L. Munawaroh, “Analisis Kemampuan Literasi Matematis Siswa Dalam Menyelesaikan Soal Berorientasi PISA Konten Uncertainty and Data,” AKSIOMA: Jurnal Program Studi Pendidikan Matematika, vol. 11, no. 3, p. 1656, Sep. 2022, doi: https://doi.org/10.24127/ajpm.v11i3.4948.

M. Hayati and M. Jannah, “Pentingnya Kemampuan Literasi Matematika dalam Pembelajaran Matematika,” Journal of Mathematics Education and Application, vol. 4, no. 1, p. 40, 2024, [Online]. Available: https://mathjournal.unram.ac.id/index.php/Griya/indexGriya.

V. Yustitia and T. Juniarso, “Literasi Matematika Mahasiswa dengan Gaya Belajar Visual,” Malih Peddas (Majalah Ilmiah Pendidikan Dasar), vol. 9, no. 2, pp. 100–109, Jan. 2020, doi: https://doi.org/10.26877/malihpeddas.v9i2.5044.

E. Fajriyah, “Kemampuan Literasi Numerasi Siswa Pada Pembelajaran Matematika Di Abad 21,” Seminar Nasional Pendidikan, FKIP UNMA, 2022, Accessed: Nov. 21, 2025. [Online]. Available: https://prosiding.unma.ac.id/index.php/semnasfkip/article/view/824.

Habibi and & Suparman, “Literasi Matematika dalam Menyambut PISA 2021 Berdasarkan Kecakapan Abad 21 How to Cite (APA 6 th Style): Habibi, H,” vol. 6, no. 1, pp. 57–64, 2020, [Online]. Available: http://journal.lppmunindra.ac.id/index.php/jkpm/.

OECD, PISA 2022 Results (Volume I). in PISA. OECD, 2023. doi: https://doi.org/10.1787/53f23881-en.

K. Atiyah and N. Priatna, “Kemampuan Literasi Matematis Siswa dalam Menyelesaikan Soal Matematika Berbasis PISA di Masa Pandemi Covid-19,” Jurnal Cendekia : Jurnal Pendidikan Matematika, vol. 7, no. 1, pp. 831–844, Mar. 2023, doi: https://doi.org/10.31004/cendekia.v7i1.1648.

OECD, PISA 2015 Results (Volume I). in PISA. OECD, 2016. doi: https://doi.org/10.1787/9789264266490-en.

OECD, PISA 2018 Results (Volume I) What Students Know and Can Do. 2019. doi: https://doi.org/10.1787/5f07c754-en.

H. F. Atikah, I. Sarifah, and C. B. Yudha, “Analisis Kemampuan Literasi Matematika Dalam Pandangan PISA 2022,” Analisis Kemampuan Literasi Matematika, vol. 15, no. 2, 2022, doi: http://dx.doi.org/10.21927/literasi.2024.15(2).152-161.

S. Febrianti, T. Rahmat, and H. Fitri, “Kemampuan Literasi Matematika dalam Menyelesaikan Soal Pisa pada Siswa Kemampuan Tinggi Berdasarkan Gender,” INNOVATIVE: Journal Of Social Science Research, vol. 3, no. 4, pp. 10100–10109, 2023, Accessed: Nov. 21, 2025. [Online]. Available: https://j-innovative.org/index.php/Innovative.

H. Rahman, “Analisis Bibliometrik Perkembangan Penelitian Inovasi Kebijakan di Indonesia,” MATRA PEMBARUAN: Jurnal Inovasi Kebijakan, vol. 7, no. 1, pp. 37–48, May 2023, doi: https://doi.org/10.21787/mp.7.1.2023.37-48.

S. M. Soraya, Kurjono, and I. Muhammad, “Analisis Bibliometrik: Penelitian Literasi Digital dan Hasil Belajar pada Database Scopus (2009-2023),” EDUKASIA: Jurnal Pendidikan dan Pembelajaran, vol. 4, no. 1, pp. 387–398, 2023, doi: https://doi.org/10.62775/edukasia.v4i1.270.

H. F. Atikah, I. Sarifah, and B. C. Yudha, “Analisis Kemampuan Literasi Matematika Dalam Pandangan PISA 2022,” Analisis Kemampuan Literasi Matematika , 2024, [Online]. Available: www.ejournal.almaata.ac.id/literasi.

O. R. Riyanto, I. Muhammad, N. H. M. Sari, and N. H. Azmy, “Self-efficacy in Online Learning: A Bibliometric Analysis,” Journal of General Education and Humanities, vol. 4, no. 1, pp. 141–152, Feb. 2025, doi: https://doi.org/10.58421/gehu.v4i1.361.

I. N. Anggraini and M. A. Mahdiannur, “Analisis Bibliometrik Penerapan Metode Pembelajaran Jigsaw untuk Meningkatkan Keterampilan Komunikasi Siswa pada Tahun 2017-2021,” JPPMS: Jurnal Penelitian Pendidikan Matematika dan Sains, vol. 7, no. 2, pp. 57–63, 2023, doi: https://doi.org/10.26740/jppms.v7n2.p56-63.

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, pp. 285–296, Sep. 2021, doi: https://doi.org/10.1016/j.jbusres.2021.04.070.

D. Sitio and A. Y. Da Silva, “Pemetaan Analisis Bibliometrik Terhadap Metode Pengambilan Keputusan Analytic Network Process (ANP),” IdeaLogist Journal, vol. 1, no. 1, 2024.

M. S. Kurdi, “Analisis Bibliometrik dalam Penelitian Bidang Pendidikan: Teori dan Implementasi,” Journal on Education, vol. 03, no. 04, pp. 518–537, 2021, Accessed: Nov. 21, 2025. [Online]. Available: http://jonedu.org/index.php/joe.

Y. Rostiany and E. Tjandra, “Analisis Bibliometrik Studi Perkembangan Metode Service Quality pada Database Google Scholar Menggunakan Vosviewer (Studi Literatur Tahun 2016 – 2020),” SMATIKA: SIKI Informatika Jurnal, vol. 12, no. 01, pp. 85–93, Jul. 2022, doi: https://doi.org/10.32664/smatika.v12i01.677.

F. N. Zakiyyah, Y. Winoto, and R. Rohanda, “Pemetaan Bibliometrik Terhadap Perkembangan Penelitian Arsitektur Informasi Pada Google Scholar Menggunakan VOSviewer,” Informatio: Journal of Library and Information Science, vol. 2, no. 1, p. 43, Jun. 2022, doi: https://doi.org/10.24198/inf.v2i1.37766.

E. W. H. Budianto and N. D. T. Dewi, “Pemetaan Penelitian Rasio Biaya Operasional terhadap Pendapatan Operasional (BOPO) pada Perbankan Syariah dan Konvensional: Studi Bibliometrik VOSviewer dan Literature Review,” JAF: Journal of Accounting and Finance, vol. 7, no. 1, p. 34, Jun. 2023, doi: https://doi.org/10.25124/jaf.v7i1.5995.

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Published

2025-11-26

How to Cite

[1]
R. D. Yuniar, R. Rohati, and M. Marlina, “A Bibliometric Analysis of Mathematical Literacy Research in Indonesia Based on PISA Studies (2020–2025)”, J.Gen.Educ.Humanit., vol. 4, no. 4, pp. 2297–2308, Nov. 2025.

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