Profiling Junior High School Students’ Spatial Ability in Geometry Transformations Based on Five Spatial Indicators
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Açikgül, K., Şad, S. N., & Altay, B. (2023). Spatial ability test for university students: development, validity and reliability studies. International Journal of Assessment Tools in Education, 10(1), 76–97. https://doi.org/10.21449/ijate.1102435
Adhikari, R., & Timsina, T. P. (2024). An educational study focused on the application of mixed method approach as a research method. OCEM Journal of Management, Technology & Social Sciences, 3(1), 94–109. https://doi.org/10.3126/ocemjmtss.v3i1.62229
Aminah, N., Rahadi, I. N., Noto, M. S., & Rosita, C. D. (2024). Analysis of learning obstacles in the topic of geometric transformations. IndoMath: Indonesia Mathematics Education, 7(1), 48. https://doi.org/10.30738/indomath.v7i1.93
Andrade, C. (2021). Z scores, standard scores, and composite test scores explained. Indian Journal of Psychological Medicine, 43(6), 555–557.
Andriyani, R., Rahman, R., Irawati, R., Mutaqin, E. J., & Kamis, N. (2023). Exploration of batik jambi on learning transformation geometry. Prima Jurnal Pendidikan Matematika, 7(1), 89. https://doi.org/10.31000/prima.v7i1.7305
Bower, C. A., Zimmermann, L., Verdine, B. N., Toub, T. S., Islam, S., Foster, L., Evans, N., Odean, R., Cibischino, A. W., Pritulsky, C., Hirsh‐Pasek, K., & Golinkoff, R. M. (2020). Piecing together the role of a spatial assembly intervention in preschoolers’ spatial and mathematics learning: influences of gesture, spatial language, and socioeconomic status. Developmental Psychology, 56(4), 686–698. https://doi.org/10.1037/dev0000899
Bruce, C. D., & Hawes, Z. (2015). The role of 2d and 3d mental rotation in mathematics for young children: what is it? Why does it matter? And what can we do about it? ZDM, 47(3), 331–343. https://doi.org/10.1007/s11858-014-0637-4
Di, X., & Zheng, X. (2022). A meta-analysis of the impact of virtual technologies on students’ spatial ability. Educational Technology Research and Development, 70(1), 73–98. https://doi.org/10.1007/s10648-019-09496-y
Fastame, M. C. (2021). Visuo-spatial mental imagery and geometry skills in school-aged children. School Psychology International, 42(3), 324–337. https://doi.org/10.1177/0143034321992458
Fujita, T., Kondo, Y., Kumakura, H., Miawaki, S., Kunimune, S., & Shojima, K. (2022). Identifying japanese students’ core spatial reasoning skills by solving 3D geometry problems: an exploration. Asian Journal for Mathematics Education, 1(4), 437–454. https://doi.org/10.1177/27527263221142345
Gilligan-Lee, K. A., Hodgkiss, A., Thomas, M. S. C., & Farran, E. K. (2019). The developmental relations between spatial cognition and mathematics in primary school children. Developmental Science, 22(4). https://doi.org/10.1111/desc.12786
Grobecker, B., & De Lisi, R. (2000). An investigation of spatial-geometrical understanding in students with learning disabilities. Learning Disability Quarterly, 23(1), 7–22. https://doi.org/10.2307/1511096
Hawes, Z. C. K., Gilligan-Lee, K. A., & Mix, K. S. (2022). Effects of spatial training on mathematics performance: a meta-analysis. Developmental Psychology, 58(1), 112–137. https://doi.org/10.1037/dev0001281
Hawes, Z., Gilligan-Lee, K. A., & Mix, K. S. (2022). Effects of spatial training on mathematics performance: a meta-analysis. Developmental Psychology, 58(1), 112–137. https://doi.org/10.1037/dev0001281
İlhan, A., & Tutak, T. (2021). A scale development study intended for mathematics teacher candidates: mathematical visualization perception scale. International Electronic Journal of Mathematics Education, 16(1), em0623. https://doi.org/10.29333/iejme/9578
Khaidir, C., Yuberta, K. R., & Wahid, R. (2024). Students’ mathematical spatial ability in integral calculus lectures. Ijatss, 2(4), 559–568. https://doi.org/10.59890/ijatss.v2i4.1757
Komala, K., Manfaat, B., & Haqq, A. A. (2021). Development of geometry test based on van hiele’s theory in exploration profile of student’s spatial reasoning ability level. Eduma : Mathematics Education Learning and Teaching, 10(1), 83. https://doi.org/10.24235/eduma.v10i1.8518
Lacombe, N., & Dias, T. (2023). Développer les compétences de rotation mentale chez les élèves. Une revue systématique de littérature. Revue de Mathématiques Pour l’école, 240, 29–45. https://doi.org/10.26034/vd.rm.2023.4107
Li, M., Chen, Y., Yang, J., Wang, Q., & Ye, X. (2025a). The relationship of spatial visualization ability and number representation: evidence from multiple tasks. BMC Psychology, 13(1), 33. https://doi.org/10.1186/s40359-024-02340-1
Li, M., Chen, Y., Yang, J., Wang, Q., & Ye, X. (2025b). The relationship of spatial visualization ability and number representation: evidence from multiple tasks. BMC Psychology, 13(1). https://doi.org/10.1186/s40359-024-02340-1
Loma, D., D. Djong, K., B.N. Dosinaneg, W., J. Fernandez, A., I. Leton, S., Lakapu, M., & Lakapu, M. (2023). Analisis profil siswa kelas VIII dalam memahami konsep rotasi (in Bahasa). Asimtot : Jurnal Kependidikan Matematika, 5(01), 53–60. https://doi.org/10.30822/asimtot.v5i01.2825
Lowrie, T., Resnick, I., Harris, D., & Logan, T. (2020). In search of the mechanisms that enable transfer from spatial reasoning to mathematics understanding. Mathematics Education Research Journal, 32(2), 175–188. https://doi.org/10.1007/s13394-020-00336-9
Mjenda, M., Mutarutinya, V., & Owiti, D. (2023a). Assessing the effectiveness of computer-aided instructional techniques in enhancing students’ 3D geometry spatial visualization skills among secondary school students in tanzania. International Journal of Learning, Teaching and Educational Research, 22(6), 613–637. https://doi.org/10.26803/ijlter.22.6.31
Mjenda, M., Mutarutinya, V., & Owiti, D. S. O. (2023b). Assessing the effectiveness of computer-aided instructional techniques in enhancing students’ 3D geometry spatial visualization skills among secondary school students in tanzania. International Journal of Learning Teaching and Educational Research, 22(6), 613–637. https://doi.org/10.26803/ijlter.22.6.31
Nabilah, A., Setiawan, T. B., Safrida, L. N., Sugiarti, T., & Murtikusuma, R. P. (2023). Analisis kesalahan fong siswa tipe reflektif dalam penyelesaian masalah transformasi geometri. J-PiMat : Jurnal Pendidikan Matematika, 5(2), 861–870. https://doi.org/10.31932/j-pimat.v5i2.2824
Octaria, D., Zulkardi, Z., Putri, R. I. I., & Hiltrimartin, C. (2025). Spatial literacy in geometry learning: a systematic literature review. Indiktika : Jurnal Inovasi Pendidikan Matematika, 7(1), 316–324. https://doi.org/10.31851/indiktika.v7i1.17038
Otaki, F., AlHashmi, D., Khamis, A. H., & Azar, A. J. (2023). Investigating the evolution of undergraduate medical students’ perception and performance in relation to an innovative curriculum-based research module: A convergent mixed methods study launching the 8A-Model. PLoS ON. https://doi.org/https://doi.org/10.1371/journal.pone.0280310
Pallant, J. (2020). SPSS survival manual: A step by step guide to data analysis using IBM SPSS. Routledge.
Putri, J. H., Syahputra, E., & Mulyono, M. (2019). Developing mathematics learning media based on macromedia flash by using problem-based learning to improve students’ mathematical spatial ability. American Journal of Educational Research, 7(10), 708–712. https://doi.org/10.12691/education-7-10-6
Ramful, A., Lowrie, T., & Logan, T. (2016). Measurement of spatial ability: construction and validation of the spatial reasoning instrument for middle school students. Journal of Psychoeducational Assessment, 35(7), 709–727. https://doi.org/10.1177/0734282916659207
Rangkuti, R. K., & Juniati, D. (2022). Profile of mts students’ spatial reasoning in solving contextual problems based on mathematical ability. International Journal Of Humanities Education and Social Sciences (IJHESS), 1(6). https://doi.org/10.55227/ijhess.v1i6.178
Reen, F. J., Jump, O., McEvoy, G., McSharry, B. P., Morgan, J. G., Murphy, D., O’Leary, N., O’Mahony, B., Scallan, M., Walsh, C., & Supple, B. (2022). Developing student codesigned immersive virtual reality simulations for teaching of challenging concepts in molecular and cellular biology. Fems Microbiology Letters, 369(1). https://doi.org/10.1093/femsle/fnac051
Rustanuarsi, R. (2023). Kemampuan spasial mahasiswa program studi tadris matematika dalam materi geometri transformasi (In Indonesia). J-PiMat : Jurnal Pendidikan Matematika, 5(1), 705–714. https://doi.org/10.31932/j-pimat.v5i1.2373
Schenck, K. E., & Nathan, M. J. (2024). Navigating spatial ability for mathematics education: a review and roadmap. Educational Psychology Review, 36(3), 90. https://doi.org/10.1007/s10648-024-09935-5
Seah, R. T. K., & Horne, M. (2020). The influence of spatial reasoning on analysing about measurement situations. Mathematics Education Research Journal, 32(2), 365–386. https://doi.org/10.1007/s13394-020-00327-w
Serrano-Ausejo, E., & Mårell-Olsson, E. (2024). Opportunities and challenges of using immersive technologies to support students’ spatial ability and 21st-century skills in K-12 education. Education and Information Technologies, 29(5), 5571–5597. https://doi.org/10.1007/s10639-023-11981-5
Sunariah, L., & Mulyana, E. (2020). The didactical and epistemological obstacles on the topic of geometry transformation. Journal of Physics: Conference Series, 1521(3), 032089. https://doi.org/10.1088/1742-6596/1521/3/032089
Sütçü, N. D. (2021). Examining the two and three dimensional spatial visualization skills of secondary school students. Milli Eğitim Dergisi, 50(231), 427–448. https://doi.org/10.37669/milliegitim.737639
Totikova, G. A., Yessaliyev, A. A., Madiyarov, N. K., & Medetbekova, N. (2020). Effectiveness of development of spatial thinking in schoolchildren of junior classes by application of plane and spatial modeling of geometric figures in didactic games. European Journal of Contemporary Education, 9(4). https://doi.org/10.13187/ejced.2020.4.902
Trisna, T. A., Ikhsan, M., & Elizar, E. (2022). Abilities and difficulties of eight grade students in solving geometry transformation problems. Jurnal Pendidikan MIPA, 23(4), 1724–1737. https://doi.org/10.23960/jpmipa/v23i2.pp1724-1737
Von, K. C. (2013). From tesla to tetris: mental rotation, vocation, and gifted education. Roeper Review, 35(4), 231–240. https://doi.org/10.1080/02783193.2013.829547
Wang, L., Cao, C., Zhou, X., & Qi, C. (2022). Spatial abilities associated with open math problem solving. Applied Cognitive Psychology, 36(2), 306–317. https://doi.org/10.1002/acp.3919
Xie, F., Zhang, L., Chen, X., & Xin, Z. (2020). Is spatial ability related to mathematical ability: a meta-analysis. Educational Psychology Review, 32(1), 113–155. https://doi.org/10.1007/s10648-019-09496-y
Xie, Z., Deng, Y., Zhang, Z., & Liu, J. (2025). Opportunities to learn geometric transformation in chinese mathematics textbook: a primary school example. International Journal of Science and Mathematics Education. https://doi.org/10.1007/s10763-024-10536-5
Zeybek, N., & Gümüş, F. Ö. (2023). Examining the effects of presented activities for a strong supported geometry instruction. Bartın University Journal of Faculty of Education, 12(2), 341–356. https://doi.org/10.14686/buefad.1038543
Zhou, Q., Wang, Z., Rimfeld, K., Allegrini, A. G., Plomin, R., & Malanchini, M. (2024). Exploring the specific predictive ability of multiple domains of spatial ability on stem educational outcomes. https://doi.org/10.1101/2024.12.20.629833
DOI: https://doi.org/10.53400/mimbar-sd.v12i4.95235
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