Global Trends in Contextual Trigonometry E-Books: A Scopus Bibliometric Study

Authors

  • Nur Sahara Universitas Muhammdiyah Tapanuli Selatan
  • Y Mochammad Cholily Universitas Muhammadiyah Malang
  • Abdulkadir Rahardjanto Universitas Muhammadiyah Malang
  • Moh Mahfud Effendi Universitas Muhammadiyah Malang
  • Siti Inganah Universitas Muhammadiyah Malang

DOI:

https://doi.org/10.31980/mosharafa.v14i2.2739

Keywords:

Bibliometrik, E-Book, Trigonometri Kontekstual, Scopus, Tren Global, Bibliometrics, Contextual Trigonometry, Global Trends

Abstract

Abstrak

Penelitian ini bertujuan menganalisis tren global terkait pengembangan dan penerapan e-book trigonometri kontekstual berdasarkan publikasi internasional yang terindeks Scopus (2019–2024). Dengan menggunakan metode PRISMA, 82 artikel terpilih dianalisis melalui VOSviewer dan Excel untuk memetakan dinamika publikasi, kutipan, kolaborasi antarnegara, serta fokus penelitian yang diarahkan pada pola pertumbuhan publikasi dan kolaborasi serta arah perkembangan riset. Metode penelitian yang digunakan adalah bibliometrik dengan memanfaatkan perangkat lunak VOSviewer dan analisis data dari basis Scopus. Data yang diperoleh kemudian dikaji untuk mengidentifikasi produktivitas publikasi, jejaring sitasi, serta tema-tema utama yang berkembang. Hasil penelitian menunjukkan peningkatan signifikan publikasi sejak 2020, dengan puncak pada 2022–2024 akibat adopsi teknologi selama pandemi COVID-19. China mendominasi jumlah publikasi (204 dokumen), sementara Amerika Serikat unggul dalam pengaruh kutipan. Topik utama mencakup peningkatan pemahaman konseptual, pembelajaran kontekstual, dan sistem pembelajaran dengan teknologi. Publikasi awal (2019–2020) menjadi rujukan paling berpengaruh dengan 4750 kutipan. Namun, studi mengidentifikasi kesenjangan, termasuk minimnya penelitian dampak jangka panjang, variasi konteks budaya, dan peran pendidik dalam pembelajaran berbasis simulasi.

Abstract

This study aims to analyze global trends related to the development and implementation of contextual trigonometry e-books based on international publications indexed by Scopus (2019–2024). Using the PRISMA method, 82 selected articles were analyzed using VOSviewer and Excel to map the dynamics of publications, citations, international collaborations, and research focus, focusing on publication and collaboration growth patterns and the direction of research development. The research method used was bibliometrics, utilizing VOSviewer software and data analysis from the Scopus database. The obtained data were then reviewed to identify publication productivity, citation networks, and key emerging themes. The results showed a significant increase in publications since 2020, with a peak in 2022–2024 due to technology adoption during the COVID-19 pandemic. China dominated the number of publications (204 documents), while the United States excelled in citation influence. Key topics included improving conceptual understanding, contextual learning, and technology-enabled learning systems. Early publications were the most influential references with 4,750 citations. However, the study identified gaps, including a lack of research on long-term impact, variations in cultural context, and the role of educators in simulation-based learning.

References

Afriani, E., & Asmar, A. (2020). The development of device learning based on contextual teaching and learning improve mathematical communication skills class VII. Journal of Physics: Conference Series, 1554(1). https://doi.org/10.1088/1742-6596/1554/1/012041

Ariani, D. N. (2023). Pengembangan model pembelajaran inquiry-based flipped classroom berbantuan modul digital pada mata kuliah geometri dan pengukuran. Universitas Negeri Jakarta.

Afriansyah, E. A., Herman, T., Turmudi, & Dahlan, J. A. (2021, February). Critical thinking skills in mathematics. In Journal of Physics: Conference Series, 1778(1), p. 012013. IOP Publishing.

Biberman-Shalev, L., Broza, O., & Chamo, N. (2023). Contextual Changes and Shifts in Pedagogical Paradigms: Post-COVID-19 Blended Learning as a Negotiation Space in Teacher Education. Education Sciences, 13(3). https://doi.org/10.3390/educsci13030275

Cholily, M. Y. (2024). Pembelajaran Kontektual Untuk Aktivasi Siswa. Seminar Pendidikan STKIP Muhammadiyah Manowari, 02(01), 1–10.

Czyż, S. H., Wójcik, A. M., Solarská, P., & Kiper, P. (2024). High contextual interference improves retention in motor learning: systematic review and meta-analysis. Scientific Reports, 14(1). https://doi.org/10.1038/s41598-024-65753-3

De Blasi, S., Bahrami, M., Engels, E., & Gepperth, A. (2024). Safe contextual Bayesian optimization integrated in industrial control for self-learning machines. Journal of Intelligent Manufacturing, 35(2), 885–903. https://doi.org/10.1007/s10845-023-02087-3

Eldele, E., Ragab, M., Chen, Z., Wu, M., Kwoh, C. K., Li, X., & Guan, C. (2021). Time-Series Representation Learning via Temporal and Contextual Contrasting. In Z. Z.-H. (Ed.), IJCAI International Joint Conference on Artificial Intelligence (pp. 2352–2359). International Joint Conferences on Artificial Intelligence. https://doi.org/10.24963/ijcai.2021/324

Estévez, I., Souto-Seijo, A., González-Sanmamed, M., & Sangrà, A. (2022). Combining education scenarios and modalities: the contextual dimension of health sciences professors’ learning ecologies (Combinando escenarios y modalidades de formación: la dimensión contextual de las ecologías de aprendizaje del docente universitario d. Cultura y Educacion, 34(4), 767–799. https://doi.org/10.1080/11356405.2022.2109266

Kurniati, K., Kusumah, Y. S., Sabandar, J., & Herman, T. (2015). Mathematical critical thinking ability through contextual teaching and learning approach. Indonesian Mathematical Society Journal on Mathematics Education, 6(1), 53–62.

Laila, R. (2021). Analysis of need for development of physics teaching materials assisted by a learning house portal integrating STEM and contextual models to improve student digital literacy. Journal of Physics: Conference Series, 1876(1). https://doi.org/10.1088/1742-6596/1876/1/012043

Liu, Y., Fan, B., Meng, G., Lu, J., Xiang, S., & Pan, C. (2019). DensePoint: Learning densely contextual representation for efficient point cloud processing. Proceedings of the IEEE International Conference on Computer Vision, 5238–5247. https://doi.org/10.1109/ICCV.2019.00534

Maulidiya, M., & Nurlaelah, E. (2019). The effect of problem based learning on critical thinking ability in mathematics education. Journal of Physics: Conference Series, 1157(4), 42063.

Maynastiti, D., Serevina, V., & Sugihartono, I. (2020). The development of flip book contextual teaching and learning-based to enhance students’ physics problem solving skill. In R. null, F. of M. and N. S. Universitas Negeri Padang Department of Physics, Jl. Prof. Dr. Hamka, Air Tawar, Padang, Y. null, F. of M. and N. S. Universitas Negeri Padang Department of Physics, Jl. Prof. Dr. Hamka, Air Tawar, Padang, W. C., A. B. S., & F. S. dan M. Universiti Pendidikan Sultan Idris 35900 Tanjung Malim Perak (Eds.), Journal of Physics: Conference Series (Vol. 1481, Issue 1). Institute of Physics Publishing. https://doi.org/10.1088/1742-6596/1481/1/012076

McKinley, J. (2019). Developing Contextual Literacy English for Academic Purposes Through Content and Language Integrated Learning. In Multilingual Education (Vol. 30, pp. 67–86). Springer Science and Business Media B.V. https://doi.org/10.1007/978-3-030-01255-7_5

Nufus, M., & Zubainur, C. M. (2020). Students’ mathematical understanding ability using contextual teaching and learning approach. In Journal of Physics: Conference Series (Vol. 1460, Issue 1). Institute of Physics Publishing. https://doi.org/10.1088/1742-6596/1460/1/012049

Prastiwi, D., & Listyani, E. (2019). The effectiveness of contextual learning in the cooperative learning of think pair share based on mathematics concept understanding of the 7th grade junior high school. In A. A.M., W. A., & V. J.A. (Eds.), Journal of Physics: Conference Series (Vol. 1320, Issue 1). Institute of Physics Publishing. https://doi.org/10.1088/1742-6596/1320/1/012095

Saputri, R. R., & Qohar, A. (2023). Students’ critical thinking ability in solving combinatoric problems in online learning during Covid-19 pandemic. AIP Conference Proceedings, 2556(1).

Suyatna, A., Ertikanto, C., Herlina, K., & Pradana, F. A. (2019). The effectiveness of interactive e-book quantum phenomena compiled with scientific approach in improving higher order thinking skills. Journal of Physics: Conference Series, 1157(3), 32028.

Utami, N. N. (2024). Validity Of Integrated E-Modules Contextual Teaching And Learning Approaches To Material Elasticity To Improve High School Critical Thinking Ability. Physics Learning and Education, 2(1), 39–47.

Wang, Z., Ritou, M., Da Cunha, C., & Furet, B. (2020). Contextual classification for smart machining based on unsupervised machine learning by Gaussian mixture model. International Journal of Computer Integrated Manufacturing, 1042–1054. https://doi.org/10.1080/0951192X.2020.1775302

Zuriatni, Y., & Budiasih, E. (2020). The effectiveness of guided discovery with contextual approach learning model for increasing students scientific literacy in (the topic of) reaction rate. In H. H., M. S., S. I., F. N., & D. I.W. (Eds.), AIP Conference Proceedings (Vol. 2215). American Institute of Physics Inc. https://doi.org/10.1063/5.0000754

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Published

2025-04-30

How to Cite

Sahara, N., Cholily, Y. M., Rahardjanto, A., Effendi, M. M., & Inganah, S. (2025). Global Trends in Contextual Trigonometry E-Books: A Scopus Bibliometric Study. Mosharafa: Jurnal Pendidikan Matematika, 14(2), 329–340. https://doi.org/10.31980/mosharafa.v14i2.2739

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