LITERATURE REVIEW
Thematic bibliometric analysis of 37 specialized journals in mathematical education research indexed in Scopus or Web of Science
 
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1
Departamento de Pedagogía, Universidad de Playa Ancha, Valparaíso, CHILE
 
2
Instituto de Matemáticas, Pontificia Universidad Católica de Valparaíso, Valparaíso, CHILE
 
 
Publication date: 2024-05-06
 
 
EURASIA J. Math., Sci Tech. Ed 2024;20(5):em2446
 
KEYWORDS
ABSTRACT
This bibliometric study examines the scientific production in mathematical education of 23,094 articles from 37 specialized mathematical education journals, indexed in Scopus and Web of Science, considering all records up to the year 2022. The analysis was conducted globally and regionally, including Latin America, Africa, Europe, the United States, and Canada. Articles were analyzed using rhizomatic conceptual spaces, which allow the representation of relationships between words present in the titles and keywords of articles through graphs, thereby identifying thematic nodes and connections, as well as visible and invisible peripheral elements. The results reveal the diversity of terms used in the field and the difficulties in capturing a disciplinary field using certain keywords. Common thematic nodes such as teaching, learning, knowledge, problem-solving, curriculum, assessment, and technology were observed, as well as regional differences in focus areas and theoretical currents. The study also highlights underexplored areas and suggests possible future research paths, including expanding searches in specialized sources, bibliometric analysis of specific topics, and temporal comparison of trends in the field.
 
REFERENCES (39)
1.
Andrade-Molina, M., Montecino, A., & Aguilar, M. (2020). Beyond quality metrics: Defying journal rankings as the philosopher’s stone of mathematics education research. Educational Studies in Mathematics, 103(3), 359-374. https://doi.org/10.1007/s10649....
 
2.
Bano, M., Zowghi, D., Kearney, M., Schuck, S., & Aubusson, P. (2018). Mobile learning for science and mathematics school education: A systematic review of empirical evidence. Computers and Education, 121, 30-58. https://doi.org/10.1016/j.comp....
 
3.
Borba, M., Askar, P., Engelbrecht, J., Gadanidis, G., Llinares, S., & Aguilar, M. (2016). Blended learning, e-learning and mobile learning in mathematics education. ZDM Mathematics Education, 48(5), 589-610. https://doi.org/10.1007/s11858....
 
4.
Bracho-López, R., Torralbo, M., Maz-Machado, A., & Adamuz, N. (2014). Tendencias temáticas de la investigación en educación matemática en España [Thematic trends in research in mathematics education in Spain]. Bolema: Boletim de Educação Matemática [Bulletin: Mathematics Education Bulletin], 28(50), 1077-1094. https://doi.org/10.1590/1980-4....
 
5.
Bracho-López, R., Maz-Machado, A., Gutiérrez-Arenas, P., Torralbo-Rodríguez, M., Jiménez-Fanjul, N. N., & Adamuz-Povedano, N. (2012). La investigación en educación matemática a través de las publicaciones científicas Españolas [Research in mathematics education through Spanish scientific publications]. Revista Espanola de Documentacion Cientifica [Spanish Magazine of Scientific Documentation], 35(2), 262-280. https://doi.org/10.3989/redc.2....
 
6.
Castro, P., & Gómez, P. (2021). Taxonomy of key terms for mathematics education. International Journal of Education in Mathematics, Science and Technology, 9(4), 585-613. https://doi.org/10.46328/ijems....
 
7.
Castro, P., Gómez, P., Carranza, S. M., & Cañadas, M. C. (2020). Comunidad Colombiana de educación matemática: Una caracterización documental [Colombian community of mathematics education: A documentary characterization]. Bolema: Boletim de Educação Matemática [Bulletin: Mathematics Education Bulletin], 34(68), 1221-1242. https://doi.org/10.1590/1980-4....
 
8.
Dede, E., & Ozdemir, E. (2022). Mapping and performance evaluation of mathematics education research in turkey: A bibliometric analysis from 2005 to 2021. Journal of Pedagogical Research, 6(4), 1-19. https://doi.org/10.33902/JPR.2....
 
9.
Deleuze, G. (2002). Différence et répétition [Difference and repetition]. Amorrortu Editors.
 
10.
Deleuze, G., & Guattari, F. (1980). Mille plateaux. Capitalisme et schizophrénie [A thousand plateaus. Capitalism and schizophrenia]. Editions de Minuit [Midnight Editions].
 
11.
Depaepe, F., Verschaffel, L., & Kelchtermans, G. (2013). Pedagogical content knowledge: A systematic review of the way in which the concept has pervaded mathematics educational research. Teaching and Teacher Education, 34, 12-25. https://doi.org/10.1016/j.tate....
 
12.
dos Santos de Oliveira Braga, E., Pereira, M. V., & Rôças, G. (2022). Análise de redes sociais dos artigos sobre educação de jovens e adultos publicados nos últimos vinte anos do Boletim de Educação Matemática [Analysis of social networks of articles on youth and adult education published in the last twenty years of the Mathematics Education Bulletin]. Bolema: Boletim de Educação Matemática [Bulletin: Mathematics Education Bulletin], 36(74), 1023-1043. https://doi.org/10.1590/1980-4....
 
13.
Drijvers, P., Grauwin, S., & Trouche, L. (2020). When bibliometrics met mathematics education research: The case of instrumental orchestration. ZDM Mathematics Education, 52(7), 1455-1469. https://doi.org/10.1007/s11858....
 
14.
Eco, U., & Bouzaher, M. (2009). Vertige de la liste [Vertigo from the list]. Flammarion Paris.
 
15.
Gaona, J., & Manríquez, R. (2023). Espacio rizomático conceptual para análisis y exploración bibliométrica: Algoritmo para la creación de grafos a partir de títulos, palabras claves y resúmenes de artículos de investigación científica [Conceptual rhizomatic space for bibliometric analysis and exploration: Algorithm for creating graphs from titles, keywords and summaries of scientific research articles]. SocArXiv. https://doi.org/10.31235/osf.i....
 
16.
Gokce, S., & Guner, P. (2021). Forty years of mathematics education: 1980-2019. International Journal of Education in Mathematics, Science and Technology, 9(3), 514-539. https://doi.org/10.46328/ijems....
 
17.
Gokce, S., & Guner, P. (2022). Dynamics of GeoGebra ecosystem in mathematics education. Education and Information Technologies, 27(4), 5301-5323. https://doi.org/10.1007/s10639....
 
18.
Hidayat, R., Adnan, M., Abdullah, M., & Safrudiannur. (2022). A systematic literature review of measurement of mathematical modeling in mathematics education context. EURASIA Journal of Mathematics, Science and Technology Education, 18(5), em2108. https://doi.org/10.29333/ejmst....
 
19.
Hwang, G.-J., & Tu, Y.-F. (2021). Roles and research trends of artificial intelligence in mathematics education: A bibliometric mapping analysis and systematic review. Mathematics, 9(6), 584. https://doi.org/10.3390/math90....
 
20.
Hwang, S., Flavin, E., & Lee, J.-E. (2023). Exploring research trends of technology use in mathematics education: A scoping review using topic modeling. Education and Information Technologies, 28, 10753-10780. https://doi.org/10.1007/s10639....
 
21.
Jabar, J., Hidayat, R., Samat, N., Rohizan, M., Rosdin, N., Salim, N., & Norazhar, S. (2022). Augmented reality learning in mathematics education: A systematic literature review. Journal of Higher Education Theory and Practice, 22(15), 183-202. https://doi.org/10.33423/jhetp....
 
22.
Julius, R., Halim, M., Hadi, N., Alias, A., Khalid, M., Mahfodz, Z., & Ramli, F. (2021). Bibliometric analysis of research in mathematics education using Scopus database. EURASIA Journal of Mathematics, Science and Technology Education, 17(12), em2040. https://doi.org/10.29333/ejmst....
 
23.
Kaya, D. (2022). TR dizinli dergilerde yayımlanmış matematik eğitimi makalelerindeki yöntemsel eğilimler [Methodological trends in mathematics education articles published in TR indexed journals]. Milli Eğitim [National Education], 51(235), 2487-2512. https://doi.org/10.37669/milli....
 
24.
Linder, S., & Simpson, A. (2018). Towards an understanding of early childhood mathematics education: A systematic review of the literature focusing on practicing and prospective teachers. Contemporary Issues in Early Childhood, 19(3), 274-296. https://doi.org/10.1177/146394....
 
25.
MacDonald, A., & Murphy, S. (2021). Mathematics education for children under four years of age: A systematic review of the literature. Early Years, 41(5), 522-539. https://doi.org/10.1080/095751....
 
26.
Mills, R., Bourke, T., & Siostrom, E. (2020). Complexity and contradiction: Disciplinary expert teachers in primary science and mathematics education. Teaching and Teacher Education, 89, 103010. https://doi.org/10.1016/j.tate....
 
27.
Nivens, R., & Otten, S. (2017). Assessing journal quality in mathematics education. Journal for Research in Mathematics Education, 48(4), 348-368. https://doi.org/10.5951/jresem....
 
28.
Phan, T. T., Do, T. T., Trinh, T. H., Tran, T., Duong, H. T., Trinh, T. P. T., Do, B. C., & Nguyen, T.-T. (2022). A bibliometric review on realistic mathematics education in Scopus database between 1972-2019. European Journal of Educational Research, 11(2), 1133-1149. https://doi.org/10.12973/eu-je....
 
29.
Ramirez, M., & Devesa, R. (2019). A scientometric look at mathematics education from Scopus database. Mathematics Enthusiast, 16(1-3), 37-46. https://doi.org/10.54870/1551-....
 
30.
Shamim, M., Mamun, M., & Raihan, M. (2022). Mapping the research of technical teachers’ pedagogical beliefs about science technology engineering and mathematics (STEM) education. International Journal of Instruction, 15(4), 797-818. https://doi.org/10.29333/iji.2....
 
31.
Stahnke, R., Schueler, S., & Roesken-Winter, B. (2016). Teachers’ perception, interpretation, and decision-making: A systematic review of empirical mathematics education research. ZDM Mathematics Education, 48(1-2), 1-27. https://doi.org/10.1007/s11858....
 
32.
Subramaniam, S., Maat, S., & Mahmud, M. (2022). Computational thinking in mathematics education: A systematic review. Cypriot Journal of Educational Sciences, 17(6), 2029-2044. https://doi.org/10.18844/cjes.....
 
33.
Suseelan, M., Chew, C., & Chin, H. (2022). Research on mathematics problem solving in elementary education conducted from 1969 to 2021: A bibliometric review. International Journal of Education in Mathematics, Science and Technology, 10(4), 1003-1029. https://doi.org/10.46328/ijems....
 
34.
Svela, A., Nouri, J., Viberg, O., & Zhang, L. (2019). A systematic review of tablet technology in mathematics education. International Journal of Interactive Mobile Technologies, 13(8), 139-158. https://doi.org/10.3991/ijim.v....
 
35.
Torres-Alfonso, A. M., Peralta-González, M. J., & Toscano-Menocal, A. (2014). Impacto y productividad de las publicaciones Latinoamericanas sobre matemática educativa [Impact and productivity of Latin American publications on educational mathematics]. Biblios [Bibles], 55, 13-26. https://doi.org/10.5195/biblio....
 
36.
van Eck, N., & Waltman, L. (2010). Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics, 84(2), 523-538. https://doi.org/10.1007/s11192....
 
37.
Ye, H., Liang, B., Ng, O.-L., & Chai, C. S. (2023). Integration of computational thinking in K-12 mathematics education: A systematic review on CT-based mathematics instruction and student learning. International Journal of STEM Education, 10, 3. https://doi.org/10.1186/s40594....
 
38.
Yepes-Nuñez, J. J., Urrutia, G., Romero-Garcia, M., & Alonso-Fernandez, S. (2021). Declaración PRISMA 2020: Una guía actualizada para la publicación de revisiones sistemáticas [PRISMA 2020 statement: An updated guide to the publication of systematic reviews]. Revista Espanola de Cardiologia [Spanish Journal of Cardiology], 74(9), 790-799. https://doi.org/10.1016/j.rece....
 
39.
Yohannes, A., & Chen, H.-L. (2021). GeoGebra in mathematics education: A systematic review of journal articles published from 2010 to 2020. Interactive Learning Environments, 31(9), 5682-5697. https://doi.org/10.1080/104948....
 
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