INSIGHT ON MCM AS OUTDOOR MATHEMATICS ACTIVITIES BASED ON COGNITIVE DAN AFFECTIVE DOMAIN: A SYSTEMATIC LITERATURE REVIEW
DOI:
https://doi.org/10.36526/sosioedukasi.v15i2.8046Keywords:
MathCityMap, Technology, Geometri, Cognitive, AffectiveAbstract
Technology integration is currently becoming crucial in learning. One emerging technology is MathCityMap (MCM), which integrates technology with mathematics learning. This study highlights MCM based on geography, the abilities studied, frequently used topics, and research areas, with an emphasis on cognitive and affective domain. This study is a Systematic Literature Review (SLR) study using the PRISMA method to filter the articles analyzed. The study inclusion criteria consisted of empirical articles, aligned with the research questions, published in scientific journals between 2020 and 2025. Of the 295 articles obtained from Scopus, Eric, Semantic Scholar, Open Alex, Crossref, and Google Scholar, then a review was conducted. After a quality review, 25 articles were included in the analysis. The analysis results obtained that currently most research is conducted in Germany as the country of origin of MCM, while in Indonesia, Yogyakarta has become the most frequent area. What makes MCM interesting is that it includes two research abilities: 10 different cognitive aspects and 3 affective aspects. The topic trend is Geometry (18 articles), and MCM practices are shown to be more common in school settings (15 articles) compared to outside school settings (10 articles). Finally, the findings of this study reveal that MCM mostly focus on cognitive domain while affective domain seem still lack of study. MCM is apparently able to stimulate students' cognitive and affective abilities. Additional findings indicate that geographically, research using MCM is acceptable in various regions and countries, thus potentially becoming a new face of global mathematics learning.
References
Alafnan, M. A. (2025). Enhancing educational outcomes using AlAfnan taxonomy : integrating cognitive , affective , and psychomotor domains. IJERE, 14(3), 2419–2437. https://doi.org/10.11591/ijere.v14i3.33147
Amelia, A., Muslim, M., & Chandra, A. F. (2020). Karakteristik Instrumen Non-Tes Sustainability Awareness Menggunakan Analisis Rasch Model Materi Pemanasan Global Untuk Siswa Sekolah Menengah. WaPFi (Wahana Pendidikan Fisika), 5(2), 49–56. https://doi.org/10.17509/wapfi.v5i2.27431
Ariosto, A., et al. (2021). Math City Map: Provide and Share Outdoor Modelling Tasks. an Experience with Children. AAPP| Atti Della Accademia Peloritana Dei Pericolanti Classe Di Scienze Fisiche, Matematiche e Naturali. https://doi.org/10.1478/AAPP.99S1A13
Barbosa, A., Vale, I., Jablonski, S., & Ludwig, M. (2022). Walking through algebraic thinking with theme-based (mobile) math trails. Education Sciences, 12(5), 346. https://doi.org/10.3390/educsci12050346
Buchori, A., & Puspitasari, G. D. (2023). Development of Mathematics Learning Media Assisted by the MathcityMap to Improve Students’ Critical Thinking Skills. Journal of Higher Education Theory and Practice, 23(10). https://doi.org/10.33423/jhetp.v23i10.6193
da Silva, T. T. X., & Barbosa, E. J. T. (2025). Ensino de geometria em extramuros: etnomodelando com o MathCityMap em uma escola do campo em Panelas-PE. E-Almanaque EtnoMatemaTicas Brasis, 2025(1), 114–131. https://doi.org/10.29327/2366212.2025.1-9
Erria, R., Nirawati, R., & Buyung, B. (2025). Pengaruh Model PBL dengan Aktivitas Math Trail Berbantuan Mathcitymap Terhadap Kemampuan Numersi Siswa. Jurnal Cendekia : Jurnal Pendidikan Matematika, 9(2), 697–710. https://doi.org/10.31004/cendekia.v9i2.3925.
Gabriela Alvina Maheswari, Endah Saraswati, & Marcellinus Andy Rudhito. (2023). Pengembangan Aktivitas Pembelajaran Menggunakan Mathcitymap dalam Kemampuan Pemecahan Masalah Berbasis Etnomatematika Konteks Benteng Vredeburg Yogyakarta. Jurnal Pendidikan Matematika (JPM), 9(2), 187–198. https://doi.org/10.33474/jpm.v9i2.20037
Ganley, C. M., & Lubienski, S. T. (2021). Mathematics interest, self-efficacy, and anxiety: Relationships with mathematics achievement across development. Learning and Individual Differences, 91, Article 102060. https://doi.org/10.1016/j.lindif.2021.102060
Hui, H. B., & Mahmud, M. S. (2019). Influence of game-based learning in mathematics education on the students ’ cognitive and a ective domain : A systematic review. Front Psychol. https://doi.org/10.3389/fpsyg.2023.1105806
Jablonski, S., Barlovits, S., & Ludwig, M. (2023). How digital tools support the validation of outdoor modelling results. Frontiers in Education. https://doi.org/10.3389/feduc.2023.1145588
Jablonski, Simone. (2019). MathCityMap in Taman Pintar Jogja: explore mathematics in a recreation and education park.Diakses dari https://mathcitymap.eu/en/mathcitymap-in-taman-pintar-jogja-explore-mathematics-in-a-recreation-and-education-park/?utm_source=chatgpt.com pada 27 Januari 2026
Jablonski, S. (2024). Students’ Verification and Elaboration in Outdoor Mathematics: The Role of Digital Feedback in MathCityMap. Digital Experiences in Mathematics Education. https://doi.org/10.1007/s40751-024-00137-w
Khoir, A. K. (2024). The Application of MathCityMap at SDN Kaweron II to Improve Students’ Problem Solving Abilities. Prima: Jurnal Pendidikan Matematika. https://jurnal.umt.ac.id/index.php/prima/article/view/11660. 10.31000/prima.v8i3.11660
Li, J., Xue, E., & Li, C. (2023). Investigating latent interactions between students’ affective cognition and learning performance: Meta-analysis of affective and cognitive factors. Behavioral Sciences, 13(7), 555. https://doi.org/10.3390/bs13070555
Ludwig, M., & Jesberg, J. (2015). Using Mobile Technology To Provide Outdoor Modelling Tasks - The MathCityMap-Project. Procedia - Social and Behavioral Sciences, 191, 2776–2781. https://doi.org/10.1016/j.sbspro.2015.04.517
Ludwig, M., & Jablonski, S. (2021). The potential of outdoor mathematics in a digital context. In G. A. Stillman, G. Kaiser, & C. Brown (Eds.), Teaching mathematical modelling: Connecting to research and practice (pp. 421–430). Springer. https://doi.org/10.1007/978-3-030-37673-4_37
Marques, M., Pinto, D., Domingos, J., & Mesquita, P. (2024). Tecnologias na Educação Matemática-Coordenação António Domingos: MathCityMap: Trilhos matemáticos nas Caldas da Rainha. Educação e Matemática. https://em.apm.pt/index.php/em/article/download/2991/3716
Mentaru, A. V. D., Nareswari, B. L., & Rudhito, M. (2024). Aktivitas Matematika Kompleks Candi Prambanan dengan MathCityMap untuk Melatih Pemecahan Masalah Kontekstual. Jurnal Penelitian Pendidikan Dan Pengajaran Matematika). DOI: 10.37058/jp3m.v10i2.11947 https://jurnal.unsil.ac.id/index.php/jp3m/article/download/11947/3802
Muliasari, E. A., Firizki, C. S., Rahayu, R. N., Karlimah, K., Saputra, E. R., & Hidayat, S. (2023). MathCityMap Application in Mathematics Learning in Primary School. DWIJA CENDEKIA: Jurnal Riset Pedagogik, 7(1), 298. https://doi.org/10.20961/jdc.v7i1.71763
Muslan, N., Sukmawati, S., & Mukhlis, M. (2024). The Influence of the Realistic Mathematics Learning Approach Assisted by the Mathcitymap (Mcm) Application on the Mathematical Problem Solving Ability and Learning Interest of Class V Students. Edumaspul: Jurnal Pendidikan. https://doi.org/10.33487/edumaspul.v8i1.7731
Ningrum, M. P., & Rudhito, M. A. (2024). Pengembangan Aktivitas Pembelajaran Matematika Berbasis Pendidikan Matematika Realistik dengan Bantuan Mathcitymap untuk Mendukung Kemampuan Pemecahan Masalah Matematis pada Materi Bangun Ruang Sisi Datar SMP Kelas VIII. Jurnal Karya Pendidikan Matematika, 11(2), 55. https://doi.org/10.26714/jkpm.11.2.2024.55-66
Nugraha, A. A., Rizal, N., & Cahyono, A. N. (2023). Mathematical modelling ability in outdoor learning with mobile math trails. International Journal on Emerging Mathematics Education, 7(1), 1–11. https://doi.org/10.12928/ijeme.v7i1.24771
Oktaristanti, W. P., Wardono, W., & Cahyo, A. N. (2024). Mathematical Literacy in Mathematical Learning Visual Auditory Kinestetic (VAK) Model Using The Mathcitymap Application. Edumaspul: Jurnal Pendidikan. https://doi.org/10.33487/edumaspul.v8i1.7841
Page, M. J., Mckenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Glanville, J., Grimshaw, J. M., Hróbjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-wilson, E., Mcdonald, S., … Moher, D. (2021). The PRISMA 2020 statement : an updated guideline for reporting systematic reviews. 1–11. https://doi.org/10.1136/bmj.n71.
Paramitha, W., & Agoestanto, A. (2023). Implementation of the MathCityMap application to increase students’ mathematical problem-solving skills: A systematic literature review. Jurnal Pendidikan Matematika (Kudus).
http://dx.doi.org/10.21043/jpmk.v6i1.19735. https://www.academia.edu/download/104746299/pdf.pdf
Paramitha, W., Pujiastuti, E., & Asih, T. S. N. (2024). Analisis Kemampuan Berpikir Kritis Matematis Pada Pembelajaran Project Based Learning Berbasis Aplikasi MathCityMap Ditinjau Dari Gaya Belajar Siswa. Teorema Teori Dan Riset Matematika, 9(1), 1. https://doi.org/10.25157/teorema.v9i1.13962
Pramudita, A. F., & Pratini, H. S. (2024). Pengembangan Aktivitas Pembelajaran Matematika Konteks Gardu Pandang Kaliurang Menggunakan Mathcitymap untuk Meningkatkan Kemampuan Berpikir Kritis Siswa. Asimtot : Jurnal Kependidikan Matematika. https://doi.org/10.30822/asimtot.v5i2.3404
Pramudita, A. F., & Rudhito, M. A. (2024a). Pengembangan Aktivitas Pembelajaran Menggunakan Aplikasi MathCityMap Untuk Mengembangkan Kemampuan Pemecahan Masalah Kontekstual. JIPM (Jurnal Ilmiah Pendidikan Matematika). https://doi.org/10.25273/jipm.v13i1.19726
Putrawangsa, S., & Hasanah, U. (2018). Integrasi Teknologi Digital Dalam Pembelajaran Di Era Industri 4.0. Jurnal Tatsqif, 16(1), 42–54. https://doi.org/10.20414/jtq.v16i1.203
Ristiana, N., Charitas, R., Prahmana, I., & Shahrill, M. (2024). Math Trace of a Million Flowers City : Learning Two-Dimensional using Ethno-RME and MathCityMap. Jurnal Riset Pendidikan Matematika, 11(2), 90–105. https://doi.org/10.21831/jrpm.v11i2.77850
Riyanto, O. R., Semarang, U. N., Oktaviyanthi, R., & Raya, U. S. (2024). Kemampuan Matematis (Issue July).
Rumanová, L. (2024). Solving Geometric Problems Using a Non-Traditional Form of Teaching. TEM Journal, 13(4), 3445–3453. https://doi.org/10.18421/TEM134-77
Sholikhakh, R. A., Priatna, N., & Kusnandi. (2022). Praktik baik penggunaan math city map dalam pembelajaran matematika. Integral: Jurnal Penelitian Pendidikan Matematika, 5(1), 61–70. https://doi.org/10.24905/jppm.v5i1.92
Taufik, A. R., & Suryani, D. R. (2024). Pengaruh Penggunaan Aplikasi MathCityMap Terhadap Kemampuan Numerasi Siswa Kelas VIII SMP Yapis Merauke. J-PiMat : Jurnal Pendidikan Matematika, 6(1), 1087–1096. https://doi.org/10.31932/j-pimat.v6i1.3355
Tyas, A. M. W., Cahyanti, A., & Rudhito, M. (2024). Development of Mathematics Learning Activities Using Mathcitymap at Sindu Kusuma Edupark to Learn Contextual Problem-Solving. Jurnal Pendidikan Matematika. https://doi.org/10.33474/jpm.v10i2.22225. https://riset.unisma.ac.id/index.php/jpm/article/view/22225
Victory, C. G., Adriantoro, A. A., & Rudhito, M. (2023). Pengembangan Math Trail Menggunakan MathCityMap Berbasis Etnomatematika Embung Tambakboyo Untuk Meningkatkan Kemampuan Berpikir Kritis Siswa. Soulmath Journal Edukasi Pendidikan Matematika. https://doi.org/10.25139/smj.v11i2.6410 . https://ejournal.unitomo.ac.id/index.php/mipa/article/view/6410
Widhiyani, I. A. N. T., Sukajaya, I. N., & Suweken, G. (2019). Pengembangan Soal Higher Order Thinking Skills Untuk Pengkategorian Kemampuan Pemecahan Masalah Geometri Siswa SMP. Jurnal Pendidikan dan Pembelajaran Matematika Indonesia, 8(2), 161–170. https://doi.org/10.23887/jppm.v8i2.2854.
Zainudin, Z., & Ubabuddin, U. (2023). Ranah Kognitif, Afektif Dan Psikomotorik Sebagai Objek Evaluasi Hasil Belajar Peserta Didik. Urwatul Wutsqo: Jurnal Studi Kependidikan dan Keislaman, Vol. 1 No.(Vol. 1 No. 3 (2023): Juli), 915–931. https://jurnal.stituwjombang.ac.id/index.php/ilj/article/view/1197 (Original work published July 23, 2023)
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