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Empirical evaluation of the effectiveness of the STEAM approach on the development of technical thinking in primary school students


  • Published: 06 July 2026
  • In this study, we aimed to empirically evaluate the effectiveness of a specialized science, technology, engineering, arts, and mathematics (STEAM) program that purposefully utilizes 2D and 3D modeling tools to develop technical, logical, and spatial thinking in 1st-4th-grade students.

    To test the hypothesis of an association between the STEAM approach and the development of thinking, a quasi-experiment with pre- and post-testing in parallel groups was conducted (N = 172). The experimental group (EG) (n = 85) participated in project-based activities involving the creation of physical and digital models throughout the academic year, whereas the control group (CG) (n = 87) followed a standard curriculum for the same period.

    Adapted versions of the Bennett Mechanical Comprehension Test (technical thinking), Raven's Progressive Matrices (logical thinking), and the Yakimanskaya–Zarkhin–Kadayas Spatial Representations Test (spatial thinking) were used, with grade-level differentiation and score normalization to ensure cross-grade comparability of the results.

    The results revealed a statistically significant superiority of the EG over the CG in the post-test across all measured indicators (p < 0.001, Mann-Whitney U test) with large effect sizes (r = 0.72–0.76). The greatest improvement was recorded in spatial-thinking skills. Intra-group analysis (Wilcoxon signed-rank test) confirmed significant dynamics within the EG (r > 0.80) and no significant change in the CG. The results also suggested the potential importance of the teacher's role as a facilitator in implementing STEAM-based activities.

    The findings provide empirical support for the potential effectiveness of integrating a modeling-based STEAM approach into primary education to foster the development of technical, logical, and spatial thinking in children.

    Citation: Guldana A. Totikova, Aidarbek A. Yessaliyev, Nurgul N. Medetbekova, Laura T. Iskakova, Zhanar Sh. Zhiyasheva. Empirical evaluation of the effectiveness of the STEAM approach on the development of technical thinking in primary school students[J]. STEM Education, 2026, 6(4): 697-715. doi: 10.3934/steme.2026028

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  • In this study, we aimed to empirically evaluate the effectiveness of a specialized science, technology, engineering, arts, and mathematics (STEAM) program that purposefully utilizes 2D and 3D modeling tools to develop technical, logical, and spatial thinking in 1st-4th-grade students.

    To test the hypothesis of an association between the STEAM approach and the development of thinking, a quasi-experiment with pre- and post-testing in parallel groups was conducted (N = 172). The experimental group (EG) (n = 85) participated in project-based activities involving the creation of physical and digital models throughout the academic year, whereas the control group (CG) (n = 87) followed a standard curriculum for the same period.

    Adapted versions of the Bennett Mechanical Comprehension Test (technical thinking), Raven's Progressive Matrices (logical thinking), and the Yakimanskaya–Zarkhin–Kadayas Spatial Representations Test (spatial thinking) were used, with grade-level differentiation and score normalization to ensure cross-grade comparability of the results.

    The results revealed a statistically significant superiority of the EG over the CG in the post-test across all measured indicators (p < 0.001, Mann-Whitney U test) with large effect sizes (r = 0.72–0.76). The greatest improvement was recorded in spatial-thinking skills. Intra-group analysis (Wilcoxon signed-rank test) confirmed significant dynamics within the EG (r > 0.80) and no significant change in the CG. The results also suggested the potential importance of the teacher's role as a facilitator in implementing STEAM-based activities.

    The findings provide empirical support for the potential effectiveness of integrating a modeling-based STEAM approach into primary education to foster the development of technical, logical, and spatial thinking in children.



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    [1] Belbase, S., Mainali, B., Kasemsukpipat, W., Tairab, H., Gochoo, M. and Jarrah, A.M., At the dawn of science, technology, engineering, arts, and mathematics (STEAM) education: Prospects, priorities, processes, and problems. International Journal of Mathematical Education in Science and Technology, 2021, 53(11): 2919‒2955. https://doi.org/10.1080/0020739x.2021.1922943 doi: 10.1080/0020739x.2021.1922943
    [2] Taylor, J. and Hwang, J., Science, Technology, Engineering, Arts, and Mathematics remote instruction for students with disabilities. Intervention in school and clinic, 2021, 57(2): 111‒118. https://doi.org/10.1177/10534512211001858 doi: 10.1177/10534512211001858
    [3] Bassachs, M., Ortíz, D.C., Nogué, L., Serra, T., Bubnys, R. and Colomer, J., Fostering critical reflection in primary education through STEAM approaches. Education Sciences, 2020, 10(12): 384. https://doi.org/10.3390/educsci10120384 doi: 10.3390/educsci10120384
    [4] Panfilova, A. and Larchenko, L., Innovative tools for developing soft skills in the context of educational transformation. SHS Web of Conferences, 2021, 97: 01024. https://doi.org/10.1051/shsconf/20219701024 doi: 10.1051/shsconf/20219701024
    [5] Istianah, F., Importance of STEAM Learning Implementing in Elementary Schools. KnE Social Sciences, 2023, 76‒84. https://doi.org/10.18502/kss.v8i8.13287 doi: 10.18502/kss.v8i8.13287
    [6] Başaran, M. and Erol, M., Recognizing aesthetics in nature through STEM and STEAM education. Research in Science & Technological Education, 2021, 41(1): 326‒342. https://doi.org/10.1080/02635143.2021.1908248 doi: 10.1080/02635143.2021.1908248
    [7] Perignat, E. and Katz-Buonincontro, J., STEAM in practice and research: An integrative literature review. Thinking Skills and Creativity, 2019, 31: 31‒43. https://doi.org/10.1016/j.tsc.2018.10.002 doi: 10.1016/j.tsc.2018.10.002
    [8] Yim, I.H.Y., Su, J. and Wegerif, R., STEAM in practice and research in primary schools: a systematic literature review. Research in Science & Technological Education, 2024, 43(4): 1065‒1089. https://doi.org/10.1080/02635143.2024.2440424 doi: 10.1080/02635143.2024.2440424
    [9] Ortiz-Revilla, J., Greca, I.M. and Villagrá, J.Á.M., Effects of an integrated STEAM approach on the development of competence in primary education students (Efectos de una propuesta STEAM integrada en el desarrollo competencial del alumnado de Educación Primaria). Journal for the Study of Education and Development Infancia y Aprendizaje, 2021, 44(4), 838‒870. https://doi.org/10.1080/02103702.2021.1925473 doi: 10.1080/02103702.2021.1925473
    [10] Totikova, G., Yessaliyev, A., Madiyarov, N. and Medetbekova, N., Effectiveness of the Development of spatial thinking in junior class schoolchildren by application of plane and spatial modeling of geometric figures in didactic games. European Journal of Contemporary Education, 2020, 9(4): 902‒914. https://doi.org/10.13187/ejced.2020.4.902 doi: 10.13187/ejced.2020.4.902
    [11] Marín, J.A.M., Guerrero, A.J.M., Dúo-Terrón, P. and Belmonte, J.L., STEAM in education: a bibliometric analysis of performance and co-words in Web of Science (Review of STEAM in education: a bibliometric analysis of performance and co-words in Web of Science). International Journal of STEM Education, 2021, 8(1): 41. Springer Science+Business Media. https://doi.org/10.1186/s40594-021-00296-x doi: 10.1186/s40594-021-00296-x
    [12] Leavy, A., Dick, L.K., Meletiou-Mavrotheris, Μ., Paparistodemou, E. and Stylianou, E., The prevalence and use of emerging technologies in STEAM education: A systematic Review of the literature (A systematic review of the prevalence and use of emerging technologies in STEAM education: A systematic review of the literature). Journal of Computer Assisted Learning, 2023, 39(4): 1061‒1082. Wiley. https://doi.org/10.1111/jcal.12806
    [13] Bedar, R.W.A.H. and Al-Shboul, M., The Effect of Using the STEAM Approach on Motivation Towards Learning Among High School Students in Jordan. International Education Studies, 2020, 13(9): 48‒57. https://doi.org/10.5539/ies.v13n9p48 doi: 10.5539/ies.v13n9p48
    [14] Clements, D.H., Vinh, M., Lim, C.I. and Sarama, J., STEM for inclusive excellence and equity. Early education and development, 2020, 32(1): 148‒171. https://doi.org/10.1080/10409289.2020.1755776 doi: 10.1080/10409289.2020.1755776
    [15] Ahmad, D.N., Astriani, M.M., Alfahnum, M. and Setyowati, L., Increasing students' creative thinking through learning organization with STEAM education. Jurnal Pendidikan IPA Indonesia, 2021, 10(1): 103. https://doi.org/10.15294/jpii.v10i1.27146 doi: 10.15294/jpii.v10i1.27146
    [16] Taylor, P., Enriching STEM with the arts to better prepare 21st-century citizens. AIP Conference Proceedings, 2018, 1923: 020002. https://doi.org/10.1063/1.5019491 doi: 10.1063/1.5019491
    [17] Li, C., Wang, M., Chen, Y., Niu, W., Hong, M. and Zhu, Y., Design my music instrument: A project-based Science, Technology, Engineering, Arts, and Mathematics program for the development of creativity. Frontiers in Psychology, 2022, 12: 763948. https://doi.org/10.3389/fpsyg.2021.763948 doi: 10.3389/fpsyg.2021.763948
    [18] Ortiz-Revilla, J., Ruiz-Martín, Á. and Greca, I.M., Conceptions and attitudes of pre-school and primary school teachers towards STEAM education in Spain. Education Sciences, 2023, 13(4): 377. https://doi.org/10.3390/educsci13040377 doi: 10.3390/educsci13040377
    [19] Kaewkamnerd, S. and Suwannarat, A., Enhancing deaf students' computational thinking using the STEAM approach. Education Sciences, 2025, 15(5): 627. https://doi.org/10.3390/educsci15050627 doi: 10.3390/educsci15050627
    [20] Perignat, E. and Katz-Buonincontro, J., STEAM in practice and research: An integrative literature review. Thinking Skills and Creativity, 2019, 31: 31–43. https://doi.org/10.1016/j.tsc.2018.10.002 doi: 10.1016/j.tsc.2018.10.002
    [21] Yim, I.H.Y., Su, J. and Wegerif, R., STEAM in practice and research in primary schools: a systematic literature review. Research in Science & Technological Education, 2025, 43(4): 1065–1089. https://doi.org/10.1080/02635143.2024.2440424 doi: 10.1080/02635143.2024.2440424
    [22] Litovchin, Y.M., Avilova, N.L., Podvoiska, I.A., Valeyev, A.S., Yesina, E.A., Gataullina, R.V., et al., The Development of students' key professional competencies in the process of didactic tasks realization. Journal of Sustainable Development, 2015, 8(3): 285. https://doi.org/10.5539/jsd.v8n3p285 doi: 10.5539/jsd.v8n3p285
    [23] Rahmawati, Y., Ridwan, A., Hadinugrahaningsih, T. and Soeprijanto, S., Developing critical and creative thinking skills through STEAM integration in chemistry learning. Journal of Physics Conference Series, 2019, 1156: 012033. https://doi.org/10.1088/1742-6596/1156/1/012033 doi: 10.1088/1742-6596/1156/1/012033
    [24] Anisimova, T., Sabirova, F. and Shatunova, O., Formation of design and research competencies in future teachers within the framework of STEAM education. International Journal of Emerging Technologies in Learning (iJET), 2020, 15(2), 204‒217. https://doi.org/10.3991/ijet.v15i02.11537 doi: 10.3991/ijet.v15i02.11537
    [25] Liu, L., Instructional design of mathematical modeling in high school under the STEAM concept. Journal of Education and Development, 2022, 6(2), 17‒23. https://doi.org/10.20849/jed.v6i2.1174 doi: 10.20849/jed.v6i2.1174
    [26] Herro, D., Quigley, C. and Jacques, L., Examining technology integration in middle school STEAM units. Technology Pedagogy and Education, 2018, 27(4): 485‒498. https://doi.org/10.1080/1475939x.2018.1514322 doi: 10.1080/1475939x.2018.1514322
    [27] Totikova G., Aldabergenov N., Salmirza J., Gurbanova, A., Madiyarov, N. and Yessaliyev, A., Criteria-based assessment of spatial representations in primary school students. Ilkogretim Online, 2019. 18(2): 796–809.
    [28] Juškevičienė, A., Dagienė, V. and Dolgopolovas, V., Integrated activities in STEM environment: Methodology and implementation practice. Computer Applications in Engineering Education, 2021, 29(1), 209‒228. https://doi.org/10.1002/cae.22324 doi: 10.1002/cae.22324
    [29] Spyropoulou, N. and Kameas, A., Augmenting the Impact of STEAM education by developing a competence framework for effective teaching and learning. Education Sciences, 2023, 14(1): 25. https://doi.org/10.3390/educsci14010025 doi: 10.3390/educsci14010025
  • Author's biography Guldana A. Totikova – PhD, Associate professor at the Central Asian Innovation University. She has been conducting research in the field of STEAM education for primary school students since 2016. She leads a scientific project aimed at developing technical thinking in primary school students through the use of 2D and 3D modeling technologies. She is the author of a number of educational programs, teaching aids, and guidelines. Holds numerous certificates of registration for intellectual property objects; Aidarbek A. Yessaliyev – Doctor of medical sciences, Professor at M. Auezov South Kazakhstan University. Since 2014, his area of scientific interest has included the formation of spatial concepts and the development of cognitive abilities in primary school children. He is a leading expert in the psychological and pedagogical support of STEAM interventions in the educational process; Nurgul N. Medetbekova – Candidate of pedagogical sciences, Associate Professor at M. Auezov South Kazakhstan University. A leading specialist in the field of Pedagogy and Psychology. Her research area covers problems of intellectual development in early childhood, developmental psychology and interpersonal relationships, as well as the formation of spatial thinking in children and adolescents. For 14 years, she has been studying the development of spatial concepts in primary school students within the context of the STEAM approach; Laura T. Iskakova – Doctor of pedagogical sciences, Professor at Academician A. Kuatbekov People's Friendship University. A leading specialist in the field of Pedagogy and Psychology. For 12 years, she headed an institute for advanced training of teaching staff. She is engaged in developing educational programs for integrating robotics and STEAM learning into the secondary school curriculum; Zhanar Sh. Zhiyasheva – PhD, Associate professor at M. Auezov South Kazakhstan University. Her scientific and pedagogical interests focus on the methodology of teaching mathematics in secondary school using the principles and tools of STEAM education
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