Bibliometric analysis of learning mathematics studies from Indonesian authors

Edi Supriyadi, Jarnawi Afgani Dahlan, Dadan Dasari, Darhim Darhim, Rani Sugiarni

Abstract


The concept of learning mathematics in schools has evolved to mean learning to participate in mathematical practices. In the 20th century, math education research developed, but each key issue and approach offers many questions. For the purpose of this inquiry, the Bibliometrics Analysis was carried out. When performing research on bibliographic material and carrying out citation analysis of each article published in scientific journals and other types of scientific literature, researchers could find it beneficial to use bibliometric analysis. This is a quantitative descriptive research. Researchers want to investigate the evolution of mathematics learning research outcomes in Indonesia, the distribution pattern of publications based on research affiliations, research themes, and scientific journals in Scopus. This study presents findings that are exploratory in nature from research on mathematics education in Indonesia. This study investigates the central body of scientific work in the subject of mathematics learning with the goal of providing information to educators, lecturers, and institutions of higher education about the current state of research trends in the field of mathematics learning. The data indicate that there has been less study conducted on mathematical education during the past two years. At the present time, the Universitas Pendidikan Indonesia is the association with the most significant influence. When it comes to publications, the Journal of Physics: The Conference Series has more mathematics learning research articles than any other Scopus-indexed journal.

Keywords


Bibliometric; Biblioshiny; Mathematics; R; Scopus.

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References


Aria, M., & Cuccurullo, C. (2017). bibliometrix: An R-tool for comprehensive science mapping analysis. Journal of Informetrics, 11(4), 959–975. https://doi.org/10.1016/j.joi.2017.08.007

Cancino, C. A., Merigó, J. M., & Coronado, F. C. (2017). A bibliometric analysis of leading universities in innovation research. In Journal of Innovation & Knowledge. Elsevier. https://www.sciencedirect.com/science/article/pii/S2444569X17300288

Chotimah, S., Bernard, M., & Wulandari, S. M. (2018). Contextual approach using VBA learning media to improve students’ mathematical displacement and disposition ability. In P. Y.M., P. K.S., A. T.A., U. S., & R. L. (Eds.), 1st International Conference of Education on Sciences, Technology, Engineering, and Mathematics, ICE-STEM 2017 (Vol. 948, Issue 1). Institute of Physics Publishing. https://doi.org/10.1088/1742-6596/948/1/012025

Corte, E. De. (2004). Mainstreams and perspectives in research on learning (mathematics) from instruction. Applied Psychology, 53(2), 279–310.

Danks, S. (2011). The ADDIE model: Designing, evaluating instructional coach effectiveness. ASQ Primary and Secondary Education Brief, 4(5), 1–6.

Darma, Y., Suratman, D., Ahmad Yani, T., & Susiaty, U. D. (2020). Balance of soft skills and hard skills: Development of subject specific pedagogic based on heuristic strategy with character contents in learning. In K. D., Y. Y., & N. E. (Eds.), 4th IndoMS International Conference on Mathematics and its Applications, IICMA 2019 (Vol. 2268). American Institute of Physics Inc. https://doi.org/10.1063/5.0019123

Dienes, Z. P. (1960). Building up mathematics. Hutchinson Educational.

Esmonde, I. (2009). Ideas and identities: Supporting equity in cooperative mathematics learning. Review of Educational Research, 79(2), 1008–1043.

Fuadi, D. S., Suparman, S., Juandi, D., & Avip Priatna Martadiputra, B. (2021). Technology-Assisted Problem-Based Learning against Common Problem-Based Learning in Cultivating Mathematical Critical Thinking Skills: A Meta-Analysis. 4th International Conference on Education Technology Management, ICETM 2021, 162–168. https://doi.org/10.1145/3510309.3510335

Hamidah, I., Sriyono, S., & ... (2020). A Bibliometric analysis of Covid-19 research using VOSviewer. Indonesian Journal of …. https://pesquisa.bvsalud.org/global-literature-on-novel-coronavirus-2019-ncov/resource/pt/covidwho-1235134

Harun, Kartowagiran, B., & Manaf, A. (2021). Student attitude and mathematics learning success: A meta-analysis. International Journal of Instruction, 14(4), 209–222. https://doi.org/10.29333/iji.2021.14413a

Hidayah, I., Isnarto, Masrukan, Asikin, M., & Margunani. (2020). Quality Management of Mathematics Manipulative Products to Support Students’ Higher Order Thinking Skills. International Journal of Instruction, 14(1), 537–554. https://doi.org/10.29333/IJI.2021.14132A

Islam, M. S., & Suparman. (2019). Design development of interactive mathematics learning media based on character education using macromedia flash. International Journal of Scientific and Technology Research, 8(12), 2855–2859. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85077311889&partnerID=40&md5=b7df14b9de4c7a9cbfd0245e637b04e7

Jaya, A., & Suparman, S. (2021). The Use of CABRI Software in Mathematics Learning for Cultivating Geometrical Conceptual Understanding: A Meta-Analysis. 4th International Conference on Education Technology Management, ICETM 2021, 37–44. https://doi.org/10.1145/3510309.3510316

Juandi, D., Kusumah, Y. S., Tamur, M., Perbowo, K. S., Siagian, M. D., Sulastri, R., & Negara, H. R. P. (2021). The Effectiveness of Dynamic Geometry Software Applications in Learning Mathematics: A Meta-Analysis Study. International Journal of Interactive Mobile Technologies, 15(2), 18–37. https://doi.org/10.3991/ijim.v15i02.18853

Juandi, D., Kusumah, Y. S., Tamur, M., Perbowo, K. S., & Wijaya, T. T. (2021). A meta-analysis of Geogebra software decade of assisted mathematics learning: what to learn and where to go? Heliyon, 7(5). https://doi.org/10.1016/j.heliyon.2021.e06953

Julius, R., Halim, M. S. A., Hadi, N. A., Alias, A. N., & ... (2021). Bibliometric Analysis of Research in Mathematics Education Using Scopus Database. In EURASIA Journal of …. ERIC. https://files.eric.ed.gov/fulltext/EJ1331236.pdf

Khadijah, K., Suciati, I., Khaerani, K., Manaf, A., & Sutamrin, S. (2021). Schools’ Character Education Values and Students’ Mathematics Learning Achievement: a Meta-Analysis. Cakrawala Pendidikan, 40(3), 670–683. https://doi.org/10.21831/cp.v40i3.39924

Khaeroningtyas, N., Permanasari, A., & Hamidah, I. (2016). Stem learning in material of temperature and its change to improve scientific literacy of junior high school students. Jurnal Pendidikan IPA Indonesia, 5(1), 94–100. https://doi.org/10.15294/jpii.v5i1.5797

Laurens, T., Batlolona, F. A., Batlolona, J. R., & Leasa, M. (2018). How does realistic mathematics education (RME) improve students’ mathematics cognitive achievement? Eurasia Journal of Mathematics, Science and Technology Education, 14(2), 569–578. https://doi.org/10.12973/ejmste/76959

Lestari, F. P., Ahmadi, F., & Rochmad, R. (2021). The implementation of mathematics comic through contextual teaching and learning to improve critical thinking ability and character. European Journal of Educational Research, 10(1), 497–508. https://doi.org/10.12973/EU-JER.10.1.497

Nasution, S. H. (2018). Pentingnya literasi teknologi bagi Mahasiswa Calon Guru Matematika. Jurnal Kajian Pembelajaran Matematika, 2(April), 14–18.

Payadnya, I. P. A. A., & Wibawa, K. A. (2021). Students’ higher-order thinking skills in discrete mathematics during covid-19 pandemic. In S. U., N. F., Y. W., L. I., & S. R. (Eds.), 2020 International Joint Conference on STEM Education, IJCSE 2020 (Vol. 1957, Issue 1). IOP Publishing Ltd. https://doi.org/10.1088/1742-6596/1957/1/012012

Prahmana, R. C. I., & Istiandaru, A. (2021). Learning sets theory using shadow puppet: A study of javanese ethnomathematics. Mathematics, 9(22). https://doi.org/10.3390/math9222938

Pritchard, A. (1969). Statistical bibliography or bibliometrics? In Journal of Documentation (Vol. 25, Issue 4, pp. 348–349). cir.nii.ac.jp. https://cir.nii.ac.jp/crid/1570009750342049664

Raan, A. van. (1999). Advanced bibliometric methods for the evaluation of universities. In Scientometrics. researchgate.net. https://www.researchgate.net/profile/Ton-Raan/publication/242916183_Advanced_bibliometric_methods_for_the_evaluation_of_Universities/links/570e486c08aee328dd653311/Advanced-bibliometric-methods-for-the-evaluation-of-Universities.pdf

Ramadhani, R., Umam, R., Abdurrahman, A., & Syazali, M. (2019). The effect of flipped-problem based learning model integrated with LMS-google classroom for senior high school students. Journal for the Education of Gifted Young Scientists, 7(2), 137–158. https://doi.org/10.17478/jegys.548350

Ridwan, M. R., Hadi, S., & Jailani, J. (2022). A meta-analysis study on the effectiveness of a cooperative learning model on vocational high school students’ mathematics learning outcomes. Participatory Educational Research, 9(4), 396–421. https://doi.org/10.17275/per.22.97.9.4

Saleh, M., Prahmana, R. C. I., Isa, M., & Murni. (2018). Improving the reasoning ability of elementary school student through the Indonesian realistic mathematics education. Journal on Mathematics Education, 9(1), 41–53. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85061347559&partnerID=40&md5=65cf2b5f8490ae9c3d65406a4892432f

Schoenfeld, A. H. (2002). Making mathematics work for all children: Issues of standards, testing, and equity. Educational Researcher, 31(1), 13–25.

Sembiring, R. K., Hadi, S., & Dolk, M. (2008). Reforming mathematics learning in Indonesian classrooms through RME. ZDM - International Journal on Mathematics Education, 40(6), 927–939. https://doi.org/10.1007/s11858-008-0125-9

Setiawan, A. A., Muhtadi, A., & Hukom, J. (2022). Blended Learning and Student Mathematics Ability in Indonesia: A Meta-Analysis Study. International Journal of Instruction, 15(2), 905–916. https://doi.org/10.29333/iji.2022.15249a

Sriraman, B., & English, L. D. (2005). On the teaching and learing of Dienes’ principles. ZDM, 37(3), 258–262.

Sumarwati, S., Fitriyani, H., Setiaji, F. M. A., Amiruddin, M. H., & Jalil, S. A. (2020). Developing mathematics learning media based on elearning using moodle on geometry subject to improve students’ higher order thinking skills. International Journal of Interactive Mobile Technologies, 14(4), 182–191. https://doi.org/10.3991/IJIM.V14I04.12731

Suparman, S., Juandi, D., & Tamur, M. (2021). Does Problem-Based Learning Enhance Students’ Higher Order Thinking Skills in Mathematics Learning? A Systematic Review and Meta-Analysis. 4th International Conference on Big Data and Education, ICBDE 2021, 44–51. https://doi.org/10.1145/3451400.3451408

Supriyadi, E. (2022). a Bibliometrics Analysis on Mathematical Thinking in Indonesia From Scopus Online Database With Affiliation From Indonesia. Alifmatika: Jurnal Pendidikan Dan Pembelajaran Matematika, 4(1), 82–98. https://doi.org/10.35316/alifmatika.2022.v4i1.82-98

Syafriafdi, N., Fauzan, A., Arnawa, I. M., Anwar, S., & Widada, W. (2019). The tools of mathematics learning based on realistic mathematics education approach in elementary school to improve math abilities. Universal Journal of Educational Research, 7(7), 1532–1536. https://doi.org/10.13189/ujer.2019.070707

Tanujaya, B., Prahmana, R. C. I., & Mumu, J. (2017). Mathematics instruction, problems, challenges and opportunities: A case study in Manokwari Regency, Indonesia. World Transactions on Engineering and Technology Education, 15(3), 287–291. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85033789672&partnerID=40&md5=ff981c95ebe81bda68a716eaa1b60aac

Tanujaya, B., Prahmana, R. C. I., & Mumu, J. (2021). Mathematics Instruction to Promote Mathematics Higher-Order Thinking Skills of Students in Indonesia: Moving Forward. TEM Journal, 10(4), 1945–1954. https://doi.org/10.18421/TEM104-60

Udjaja, Y., Guizot, V. S., & Chandra, N. (2018). Gamification for elementary mathematics learning in Indonesia. International Journal of Electrical and Computer Engineering, 8(5), 3860–3865. https://doi.org/10.11591/ijece.v8i5.pp3860-3865

Widada, W., Herawaty, D., & Lubis, A. N. M. T. (2018). Realistic mathematics learning based on the ethnomathematics in Bengkulu to improve students’ cognitive level. 6th South East Asia Design Research International Conference, SEA-DR IC 2018, 1088. https://doi.org/10.1088/1742-6596/1088/1/012028




DOI: http://dx.doi.org/10.17977/um076v6i22022p84-95

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