Scientometric Analysis of Ethnomathematics-Based Development: A Systematic Literature Review

Meryani Lakapu(1,Mail), Kristoforus Djawa Djong(2), Irmina Veronika Uskono(3), Yohanes Ovaritus Jagom(4), Yustinus Didimus Nai(5), Diogo Savio(6) | CountryCountry:


(1) Department of Mathematics Education, Universitas Katolik Widya Mandira, Indonesia
(2) Department of Mathematics Education, Universitas Katolik Widya Mandira, Indonesia
(3) Department of Mathematics Education, Universitas Katolik Widya Mandira, Indonesia
(4) Department of Mathematics Education, Universitas Katolik Widya Mandira, Indonesia
(5) Department of Mathematics Education, Universitas Katolik Widya Mandira, Indonesia
(6) Department of Mathematics Education, Universidade Oriental Timor Lorosa’e, Timor-Leste

MailCorresponding Author

DOI 10.23960/jpmipa.v26i3.pp1445-1463
Metrics→
              
Indexing Site→


Download Full Text: PDF

Copyright (c) 2025 Meryani Lakapu, Kristoforus Djawa Djong, Irmina Veronika Uskono, Yohanes Ovaritus Jagom, Yustinus Didimus Nai, Diogo Savio


Ethnomathematics-based research and development play a vital role in connecting cultural heritage with mathematics to enhance students’ understanding and appreciation of mathematical concepts. This study employs a scientometric indicator analysis to explore the development of ethnomathematics-based research from 2014 to 2024. Using bibliometric methods and network visualization via VOSviewer software, 614 articles from Scopus and ProQuest databases were analyzed to examine trends in publication, author profiles, types of developed products, and development model preferences. The findings reveal a steady annual increase in publications, peaking in 2020. Indonesia accounts for 83.33% of the studies, highlighting national dominance. Most articles were authored by lecturers and final-year students, with a primary focus on developing instructional tools such as learning designs and teaching materials (each at 16.67%). The general design model was the most utilized (55.56%), followed by the Plomp and ADDIE models. Limited documentation and the absence of digital versions of local culture-based products were identified as key motivations behind the development efforts. This study also maps keyword co-occurrences and author collaboration networks to visualize the direction of research. The dominance of practical-oriented outputs highlights a need to emphasize evaluation and long-term implementation stages. Moreover, the lack of global contributions suggests the importance of cross-national collaboration to broaden ethnomathematics research perspectives. Overall, this scientometric review offers strategic insights and identifies opportunities to strengthen product design, methodological rigor, and global engagement in ethnomathematics-based education research. Future developments must prioritize standardized evaluation aspects that are rooted in local cultural contexts. In addition, the integration of technology in the form of interactive digital media should be enhanced to meet the needs of 21st-century learning. These findings provide a valuable reference for researchers seeking to design culturally responsive educational products and encourage more collaborative and sustained research in the field of ethnomathematics.  

 

Keywords: scientometric, development, ethnomathematics.

Abd Rahman, R., Jubba, H., Abdullah, I., Supardin, Hasan, H., Tangngareng, T., & Yusuf, M. (2023). Local wisdom in economic practice: An empowerment Fiqh analysis of the Tesang tradition of the Buginese and Makassarese. Cogent Social Sciences, 9(1), 2194112. doi:10.1080/23311886.2023.2194112

Albanese, V., Oliveras, M. L., & Perales, F. J. (2014). Etnomatemáticas en Artesanías de Trenzado: Aplicación de un modelo metodológico elaborado. Bolema - Mathematics Education Bulletin, 28(48), 1–20. doi:10.1590/1980-4415v28n48a01

Azis, D. K., & Febriana, M. (2023). Identifikasi tren media pembelajaran ipa di sd/mi pasca pandemi. PENDIPA Journal of Science Education, 7(2), 343–349. doi:10.33369/pendipa.7.2.343-349

Badriah, L., & Sukati, S. (2021). Integrasi kearifan lokal dalam pembelajaran di madrasah IBTIDAIYAH Se-Kabupaten Bantul Yogyakarta. JMIE (Journal of Madrasah Ibtidaiyah Education), 5(1), 46. doi:10.32934/jmie.v5i1.184

Bertrand, M. G., Sezer, H. B., & Namukasa, I. K. (2024). Exploring AR and VR tools in mathematics education through culturally responsive pedagogies. Digital Experiences in Mathematics Education, 10(3), 462–486.

Branch, R. M. (2009). Instructional Design: The ADDIE approach. Boston, MA: Springer US. doi:10.1007/978-0-387-09506-6

Cervantes-Barraza, J. A., & Araujo, A. A. (2023). Design of interactive mathematical tasks that make up the reasoning and the Ethnomathematics program. Journal on Mathematics Education, 14(3), 469–482. doi:10.22342/jme.v14i3.pp469-482

D’Ambrosio, U. (2001). Colegão tendências em educação matemática: Elo entre as tradições e a modernidade. Retrieved from www.autenticaeditora.com.br

De Los Santos, M. S. M. (2021). The ethnomathematics practices of the Eskaya Tribe. Turkish Journal of Computer and Mathematics Education, 12(3),3767–3777.

Deda, Y. N., Disnawati, H., Tamur, M., & Rosa, M. (2024). Global trend of ethnomathematics studies of the last decade: a bibliometric analysis. Infinity Journal, 13(1), 233–250. doi:10.22460/infinity.v13i1.p233-250

Dominikus, W. S., Madu, A., & Bale, D. V. L. (2025). Ethnomathematical study of traditional Hole rituals in the Sabu community in Sabu Liae Sub-District, Sabu Raijua District. Edelweiss Applied Science and Technology, 9(3), 2249–2267. doi:10.55214/25768484.v9i3.5780

Eck, N. J. van, & Waltman, L. (2017). Citation-based clustering of publications using CitNetExplorer and VOSviewer. Scientometrics, 111(2), 1053–1070. doi:10.1007/s11192-017-2300-7

Fouze, A. Q., & Amit, M. (2018). Development of mathematical thinking through integration of ethnomathematic folklore game in math instruction. Eurasia Journal of Mathematics, Science and Technology Education, 14(2), 617–630. doi:10.12973/ejmste/80626

Hirsch, J. E. (2005). An index to quantify an individual’s scientific research output. Proceedings of the National Academy of Sciences, 102(46), 16569–16572. doi:10.1073/pnas.0507655102

Hortelano, J. C., & Lapinid, M. R. (2024). Recontextualizing Kalinga’s batek and laga into an ethnomathematical teaching resource: An application of the second generation of didactical engineering. Journal on Mathematics Education, 15(2), 385–402. doi:10.22342/jme.v15i2.pp385-402

Kamid, Marzal, J., Ramadhanti, A., Rohati, Simamora, N. N., & Iqbal, M. (2021). Study of ethno-mathematics and vygotsky’s constructivism on jambi traditional marriages. Educational Sciences: Theory and Practice, 21(4), 123–137.

Lamim Netto, M. D. S., Dos Santos, A. R., & Meneghetti, R. C. G. (2020). Ethnomathematics: A bibliographic review of the international scenario. Educação Matemática Pesquisa : Revista do Programa de Estudos Pós-Graduados em Educação Matemática, 22(1). doi:10.23925/1983-3156.2020v22i1p394-418

Marlissa, I., Juandi, D., & Turmudi, T. (2024). Persepsi etnomatematika dalam pembelajaran matematika. Indiktika : Jurnal Inovasi Pendidikan Matematika, 7(1), 148–159. doi:10.31851/indiktika.v7i1.16993

Milton, R., & Orey, D. C. (2016). Cultural pedagogy in ethnomathematics. International Journal of Multicultural Education. International Journal of Multicultural Education, 18(2), 1–21.

Ndagijimana, J. B., Mukama, E., Lakin, L., Khan, S., Munyaruhengeri, J. P. A., Dushimimana, J. C., … Mushimiyimana, H. (2024). Contributions of geogebra software within the socio-cultural proximity on enhancing students’ conceptual understanding of mathematics. Cogent Education, 11(1), 2436296. doi:10.1080/2331186X.2024.2436296

Olivero-Acuña, R. R., Rodríguez-Nieto, C. A., Moll, V. F., Cantillo-Rudas, B. M., & Rodríguez-Vásquez, F. M. (2025). Ethnomathematical connections between the production of coastal cheese, geometric solids, measurements, and proportionality: a study with a colombian merchant. Eurasia Journal of Mathematics, Science and Technology Education, 21(4), 1–21. doi:10.29333/ejmste/16081

Pathuddin, H., Kamariah, & Mariani, A. (2023). Ethnomathematics of Pananrang: A guidance of traditional farming system of the Buginese community. Journal on Mathematics Education, 14(2), 205–224. doi:10.22342/jme.v14i2.pp205-224

Plomp, T., & Nieveen, Nienke. (2013). Educational design research. Part A : An Introduction. SLO.

Pratama, R. A., & Yelken, T. Y. (2024). Effectiveness of ethnomathematics-based learning on students’ mathematical literacy: a meta-analysis study. Discover Education, 3(1), 202. doi:10.1007/s44217-024-00309-1

Purwoko, R. Y., Astuti, E. P., Arti, M. S., & Widiyono, Y. (2019). Batik nusantara pattern in design of mathematical learning model for elementary school. In Journal of Physics: Conference Series (Vol. 1254). Institute of Physics Publishing. doi:10.1088/1742-6596/1254/1/012001

Richardo, R., Martyanti, A., & Suhartini. (2019). Developing ethnomathematical tasks in the context of Yogyakarta to measure critical thinking ability. In Journal of Physics: Conference Series (Vol. 1188). Institute of Physics Publishing. doi:10.1088/1742-6596/1188/1/012063

Richardo, R., Wijaya, A., Rochmadi, T., Abdullah, A. A., Nurkhamid, Astuti, A. W., & Hidayah, K. N. (2023). Ethnomathematics augmented reality: android-based learning multimedia to improve creative thinking skills on geometry. International Journal of Information and Education Technology, 13(4), 731–737. doi:10.18178/ijiet.2023.13.4.1860

Rosa, M., & Orey, D. C. (2011). Ethnomathematics: the cultural aspects of mathematics Etnomatemática: os aspectos culturais da matemática. Revista Latinoamericana de Etnomatemática (Vol. 4). Retrieved from http://www.redalyc.org/articulo.oa? id=274019437002

Thiagarajan, S., Semmel, D. S., & Semmel, M. I. (1974). Instructional development for training teachers of exceptional children.

Thompson, N. (2024a). “Math cleverly disguised as/with string”: experienced weavers’ engagement with mathematics. Research in Mathematics Education, 26(1), 24–44. doi:10.1080/14794802.2022.2133005

Thompson, N. (2024b). Weaving in: shifts in youth mathematical engagement through weaving. Educational Technology Research and Development, 72(1), 15–39. doi:10.1007/s11423-023-10316-y

Trimble, S. (2019). Weaving the arts into math curriculum. Teaching Artist Journal, 17(1–2), 62–65. doi:10.1080/15411796.2019.1595977

Tuominen, A. J. V. (2023). Pygmies, Bushmen, and savage numbers – a case study in a sequence of bad citations. Historia Mathematica, 62, 51–72. doi:10.1016/j.hm.2022.10.001

Umbara, U., Wahyudin, W., & Prabawanto, S. (2021). Exploring ethnomathematics with ethnomodeling methodological approach: how does cigugur indigenous people using calculations to determine good day to build houses. Eurasia Journal of Mathematics, Science and Technology Education, 17(2), 1–19. doi:10.29333/EJMSTE/9673

Widiyasari, R., Astriyani, A., & Vianka Irawan, K. (2020). Pengembangan perangkat pembelajaran matematika dengan bantuan media evaluasi thatquiz [developing mathematics learning tools with the assistance of thatquiz evaluation media]. Fibonacci, 6(2), 141–153. doi:10.24853/fbc.6.2.141-154

Yuliati, Suprijono, A., & Yani, M. T. (2022). Pengembangan buku ajar pendamping berbasis budaya lokal tradisi manganan untuk penguatan pendidikan karakter pada pembelajaran ips di sd [development of companion textbooks based on local culture of the manganan tradition to strengthen character education in social studies learning in elementary schools]. Jurnal Basicedu, 6(5), 8897–8908.

Ziatdinov, R., & Valles, J. R. (2022). Synthesis of modeling, visualization, and programming in geogebra as an effective approach for teaching and learning STEM topics. Mathematics, 10(3), 398. doi:10.3390/math10030398

Zuliana, E., Dwiningrum, S. I. A., Wijaya, A., & Purnomo, Y. W. (2023). The geometrical patterns and philosophical value of javanese traditional mosque architecture for mathematics learning in primary school: an ethnomathematic study. Journal of Education, Culture and Society, 14(2), 512–532. doi:10.15503/jecs2023.2.512.532


Refbacks

  • There are currently no refbacks.


Creative Commons License
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.