Exploring the landscape of STEM education and personnel training: a comprehensive systematic review





STEM, STEM education, STEM disciplines, Concept of development of science and mathematics education (STEM education), personnel training, professional development, teacher education, teacher training and retraining


This article focuses on the generalization of foreign experiences in implementing STEM education and places particular emphasis on the areas of professional training for future teachers of STEM disciplines. By conducting bibliometric analyses of sources from Scopus (93 sources) and Web of Science (42 sources) scientometric databases, four clusters were identified using VOSviewer: 1) STEM education and training; 2) teacher training and primary education; 3) surveys on STEM education; and 4) e-learning and computational thinking in the training of future teachers of STEM disciplines. The research results demonstrate the importance and relevance of STEM education in various fields, and the leading role of the cluster "STEM education and training" has been determined based on the number and strength of links within the network of keyword links of sources on professional training of future STEM teachers. The discussion of the research findings highlights views on the prospects for STEM development in different countries. It is determined that: a) the professional training and social status of teachers are strategically important links in STEM education; b) teachers of "traditional" STEM disciplines (mathematics and natural sciences) require an increased level of knowledge in the field of information technology, particularly through the integration of programming as a component of STEM education; and c) social virtual reality platforms, hyperrealistic modeling, virtual laboratories, educational robotics, augmented, and mixed reality technologies are recommended to increase the motivation of pupils and students to study STEM disciplines.


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Acar, D., Tertemiz, N., Taşdemir, A.: The effects of STEM training on the academic achievement of 4th graders in science and mathematics and their views on STEM training teachers. International Electronic Journal of Elementary Education 10(4), 505–513 (2018), https://doi.org/10.26822/iejee.2018438141 DOI: https://doi.org/10.26822/iejee.2018438141

Banks-Hunt, J.M., Adams, S., Ganter, S., Bohorquez, J.C.: K-12 STEM Education: Bringing the engineering maker space, student-centered learning, curriculum, and teacher training to middle schools. In: Proceedings - Frontiers in Education Conference, FIE, vol. 2016-November, p. 7757531, Institute of Electrical and Electronics Engineers Inc. (2016), https://doi.org/10.1109/FIE.2016.7757531 DOI: https://doi.org/10.1109/FIE.2016.7757531

Barana, A., Fissore, C., Marchisio, M., Pulvirenti, M.: Teacher training for the development of computational thinking and problem posing & solving skills with technologies. In: Roceanu, I. (ed.) eLearning and Software for Education Conference, pp. 136–144, National Defence University - Carol I Printing House (2020), https://doi.org/10.12753/2066-026X-20-103 DOI: https://doi.org/10.12753/2066-026X-20-103

Cabinet of Ministers of Ukraine: Pro skhvalennia Kontseptsii rozvytku pryrodnycho-matematychnoi osvity (STEM-osvity) [On approval of the Concept for the development of science and mathematics education (STEM education)] (2020), URL https://zakon.rada.gov.ua/laws/show/960-2020-%D1%80#Text

Castro, E., Cecchi, F., Salvini, P., Valente, M., Buselli, E., Menichetti, L., Calvani, A., Dario, P.: Design and Impact of a Teacher Training Course, and Attitude Change Concerning Educational Robotics. International Journal of Social Robotics 10(5), 669–685 (2018), https://doi.org/10.1007/s12369-018-0475-6 DOI: https://doi.org/10.1007/s12369-018-0475-6

Castro-Rodrı́guez, E., Montoro, A.B.: STEM education and primary teacher training in Spain [Educación STEM y formación del profesorado de primaria en España]. Revista de Educacion 2021(393), 353–378 (2021), https://doi.org/10.4438/1988-592X-RE-2021-393-497

Chirico, A., Serafini, F., Pizzolante, M., Malvezzi, R., Gianotti, E., Micucci, C., Manduca, E., Carvelli, C., Vago, F., Renda, M., Cascio, E., Gaggioli, A.: Inspiring awe in high school teachers: Design and preliminary test of a virtual training on AltspaceVR. Annual Review of CyberTherapy and Telemedicine 20, 31–35 (2022)

Demir, B.K.: The opinions of mathematics teacher candidates who have received a STEM training on STEM and the activities they designed in the class. Athens Journal of Education 8(4), 401–416 (2021), https://doi.org/10.30958/aje.8-4-4 DOI: https://doi.org/10.30958/aje.8-4-4

Dibarbora, C.: Computational models and experimental validation at the physics teacher training college using Scilab and Arduino. Journal of Physics: Conference Series 1882(1), 012139 (2021), https://doi.org/10.1088/1742-6596/1882/1/012139 DOI: https://doi.org/10.1088/1742-6596/1882/1/012139

Dinh, D.H., Nguyen, Q.L.: The involvement of gender in STEM training for teachers. European Journal of Educational Research 9(1), 363–373 (2020), https://doi.org/10.12973/eu-jer.9.1.363 DOI: https://doi.org/10.12973/eu-jer.9.1.363

Domenici, V.: STEAM Project-Based Learning Activities at the Science Museum as an Effective Training for Future Chemistry Teachers. Education Sciences 12(1), 30 (2022), https://doi.org/10.3390/educsci12010030 DOI: https://doi.org/10.3390/educsci12010030

van Eck, N.J., Waltman, L.: VOSviewer Manual (2018), URL https://www.vosviewer.com/documentation/Manual_VOSviewer_1.6.8.pdf

Elisa, E., Farhan, A., Herliana, F., Wahyuni, A., Susanna, S.: High school Physics teachers’ perceptions of the learning revolution era 4.0 at training activities in Bener Meriah Regency. Journal of Physics: Conference Series 1882(1), 012030 (2021), https://doi.org/10.1088/1742-6596/1882/1/012030 DOI: https://doi.org/10.1088/1742-6596/1882/1/012030

Elı́as, M., Pérez, J., Cassot, M.D.R., Carrasco, E.A., Tomljenovic, M., Zúñiga, E.A.: Development of digital and science, technology, engineering, and mathematics skills in chemistry teacher training. Frontiers in Education 7, 932609 (2022), https://doi.org/10.3389/feduc.2022.932609 DOI: https://doi.org/10.3389/feduc.2022.932609

Even-Zahav, A.: Risk Management of STEM Education - The Strategic Risk: Teachers - Opportunities, Training and Social Status in Israel. Advances in Intelligent Systems and Computing 861, 73–89 (2019), https://doi.org/10.1007/978-3-030-01406-3_7 DOI: https://doi.org/10.1007/978-3-030-01406-3_7

Ezzeldin, S.M.Y.: A Web-Based Training Program for Developing Professional Attitudes and Literacy of STEM Among Science Teachers. International Journal of Online Pedagogy and Course Design 12(1) (Jan-Mar 2022), ISSN 2155-6873, https://doi.org/10.4018/IJOPCD.302085 DOI: https://doi.org/10.4018/IJOPCD.302085

Ferrando Palomares, I., Hurtado Soler, D., Beltran Meneu, M.J.: Pre-service teacher training in STEM: a teaching experience. ATTIC - Revista d Innovacio Educativa (20), 35–42 (Jan-Jun 2018), ISSN 1989-3477, https://doi.org/10.7203/attic.20.10946 DOI: https://doi.org/10.7203/attic.20.10946

Fonseca, D., Jurado, E., Garcı́a-Holgado, A., Olivella, R., Garcı́a-Peñalvo, F.J., Sanchez-Sepulveda, M., Amo, D., Maffeo, G., Yiğit, Ö., Hofmann, C., Quass, K., Sevinç, G., Keskin, Y.: Conceptualizing a Teacher Training for Identifying STEAM-Lab Spaces to Address Diversity Gaps. Lecture Notes in Educational Technology pp. 29–50 (2022), https://doi.org/10.1007/978-981-19-7431-1_3 DOI: https://doi.org/10.1007/978-981-19-7431-1_3

Fuentes Hurtado, M., Gonzalez Martinez, J.: Secondary Teachers Training Needs to Implement Gamified Experiences in STEM. RED - Revista de Educación a Distancia (54) (Mar 31 2017), ISSN 1578-7680, https://doi.org/10.6018/red/54/8 DOI: https://doi.org/10.6018/red/54/8

Galadima, U., Ismail, Z., Ismail, N.: A need analysis for developing integrated stem course training module for pre-service mathematics teachers. International Journal of Engineering and Advanced Technology 8(5), 47–52 (2019), https://doi.org/10.35940/ijeat.E1006.0585C19 DOI: https://doi.org/10.35940/ijeat.E1006.0585C19

Galadima, U., Ismail, Z., Ismail, N.: A new pedagogy for training the pre-service mathematics teachers readiness in teaching integrated STEM education. International Journal of Engineering and Advanced Technology 8(5), 1272–1281 (2019), https://doi.org/10.35940/ijeat.E1181.0585C19 DOI: https://doi.org/10.35940/ijeat.E1181.0585C19

Green, S.L., Anid, N.M.: Training K-12 teachers in STEM education: A multi-disciplinary approach. In: ISEC 2013 - 3rd IEEE Integrated STEM Education Conference, p. 6525206 (2013), https://doi.org/10.1109/ISECon.2013.6525206 DOI: https://doi.org/10.1109/ISECon.2013.6525206

Hassan, S.U., Haddawy, P.: Analyzing knowledge flows of scientific literature through semantic links: a case study in the field of energy. Scientometrics 103(1), 33–46 (Apr 2015), ISSN 1588-2861, https://doi.org/10.1007/s11192-015-1528-3 DOI: https://doi.org/10.1007/s11192-015-1528-3

Hodhod, R., Khan, S., Ray, L., Kurt-Peker, Y.: Training teachers to integrate computational thinking into K-12 teaching. In: SIGCSE 2016 - Proceedings of the 47th ACM Technical Symposium on Computing Science Education, pp. 156–157, Association for Computing Machinery, Inc (2016), https://doi.org/10.1145/2839509.2844675 DOI: https://doi.org/10.1145/2839509.2844675

Hrynevych, L., Morze, N., Vember, V., Boiko, M.: Use of digital tools as a component of STEM education ecosystem. Educational Technology Quarterly 2021(1), 118–139 (Mar 2021), https://doi.org/10.55056/etq.24 DOI: https://doi.org/10.55056/etq.24

Kert, S.B.: A proposal of in-service teacher training approach for computer science teachers. European Journal of Educational Research 8(2), 477–489 (2019), https://doi.org/10.12973/eu-jer.8.2.477 DOI: https://doi.org/10.12973/eu-jer.8.2.477

Knie, L., Standl, B., Schwarzer, S.: First experiences of integrating computational thinking into a blended learning in-service training program for STEM teachers. Computer Applications in Engineering Education 30(5), 1423–1439 (2022), https://doi.org/10.1002/cae.22529 DOI: https://doi.org/10.1002/cae.22529

Kovalchuk, V.I., Maslich, S.V., Movchan, L.H.: Digitalization of vocational education under crisis conditions. Educational Technology Quarterly 2023(1), 1–17 (Jan 2023), https://doi.org/10.55056/etq.49 DOI: https://doi.org/10.55056/etq.49

Lantau, J.M., Bracke, M., Bock, W., Capraro, P.: The Design of a Successful Teacher Training to Promote Interdisciplinary STEM Modelling Projects. International Perspectives on the Teaching and Learning of Mathematical Modelling pp. 455–465 (2020), https://doi.org/10.1007/978-3-030-37673-4_39 DOI: https://doi.org/10.1007/978-3-030-37673-4_39

Lasica, I.E., Meletiou-Mavrotheris, M., Katzis, K., Dimopoulos, C., Mavrotheris, E.: Designing a teacher training program on the integration of augmented and mixed reality technologies within the educational process. In: Chova, L.G., Martinez, A.L., Torres, I.C. (eds.) 12th International Technology, Education and Development Conference (INTED), pp. 8943–8953, INTED Proceedings, IATED, Valencia (2018), ISBN 978-84-697-9480-7, ISSN 2340-1079

Madahae, S., Pisapak, P., Thanyasirikul, C.: Learning Design of STEM Education through Workshop Training for Thai Teachers. Journal of Physics: Conference Series 1835(1), 012062 (2021), https://doi.org/10.1088/1742-6596/1835/1/012062 DOI: https://doi.org/10.1088/1742-6596/1835/1/012062

Martinez-Borreguero, G., Mateos-Nunez, M., Naranjo-Correa, F.L.: Forces and their effects: Comparative analysis of the knowledge of teachers in training versus primary school students. In: Chova, L.G., Martinez, A.L., Torres, I.C. (eds.) 11th Annual International Conference of Education, Research and Innovation (ICERI2018), pp. 258–267, ICERI Proceedings, IATED, Valencia (2018), ISBN 978-84-09-05948-5, ISSN 2340-1095

Martinez-Borreguero, G., Mateos-Nunez, M., Naranjo-Correa, F.L.: Levels of Teacher Self-Efficacy and Emotions Expressed by Teachers in Training STEM Areas. In: New Perspectives in Science Education, 8th edition, pp. 586–591, PIXEL, Filodiritto Publisher, Bologna (2019), ISBN 978-88-85813-56-4

Martinez-Borreguero, G., Naranjo-Correa, F.L., Perez-Rodriguez, A.L., Pardo-Fernandez, P.J., Suero-Lopez, M.I.: Validation of didactic simulations and STEM experiences to improve the teaching of content about light and colour with teachers in training. In: Chova, L.G., Martinez, A.L., Torres, I.C. (eds.) EDULEARN18: 10th International Conference on Education and New Learning Technologies, pp. 7594–7603, EDULEARN Proceedings, IATED, Valencia (2018), ISBN 978-84-09-02709-5, ISSN 2340-1117

Martyniuk, O.O., Martyniuk, O.S., Pankevych, S., Muzyka, I.: Educational direction of STEM in the system of realization of blended teaching of physics. Educational Technology Quarterly 2021(3), 347–359 (Sep 2021), https://doi.org/10.55056/etq.39 DOI: https://doi.org/10.55056/etq.39

Mateos-Nunez, M., Martinez-Borreguero, G., Naranjo-Correa, F.L.: Emotional, attitudinal and competency analysis in stem areas of secondary school students versus teachers in training. In: Chova, L., Martinez, A., Torres, I. (eds.) 12th Annual International Conference of Education, Research and Innovation (ICERI 2019), pp. 559–568, ICERI Proceedings, IATED, Valencia (2019), ISBN 978-84-09-14755-7, ISSN 2340-1095

Mintii, M.M.: Selection of pedagogical conditions for training STEM teachers to use augmented reality technologies in their work. Educational Dimension 8, 212–239 (Jan 2023), https://doi.org/10.31812/educdim.4951 DOI: https://doi.org/10.31812/educdim.4951

Moral-Munoz, J.A., López-Herrera, A.G., Herrera-Viedma, E., Cobo, M.J.: Science mapping analysis software tools: A review. In: Glänzel, W., Moed, H.F., Schmoch, U., Thelwall, M. (eds.) Springer Handbook of Science and Technology Indicators, pp. 159–185, Springer International Publishing, Cham (2019), ISBN 978-3-030-02511-3, https://doi.org/10.1007/978-3-030-02511-3_7 DOI: https://doi.org/10.1007/978-3-030-02511-3_7

Ortega-Torres, E.: Training of future STEAM teachers: Comparison between primary degree students and secondary master’s degree students. Journal of Technology and Science Education 12(2), 484–495 (2022), https://doi.org/10.3926/jotse.1319 DOI: https://doi.org/10.3926/jotse.1319

Perianes-Rodriguez, A., Waltman, L., van Eck, N.J.: Constructing bibliometric networks: A comparison between full and fractional counting. Journal of Informetrics 10(4), 1178–1195 (2016), ISSN 1751-1577, https://doi.org/10.1016/j.joi.2016.10.006 DOI: https://doi.org/10.1016/j.joi.2016.10.006

Pewkam, W., Chamrat, S.: Pre-Service Teacher Training Program of STEM-based Activities in Computing Science to Develop Computational Thinking. Informatics in Education 21(2), 311–329 (2022), https://doi.org/10.15388/infedu.2022.09 DOI: https://doi.org/10.15388/infedu.2022.09

Punsrigate Khonjaroen, K., Srikoon, S.: The development of training course to promote learning activities skill based on the STEM Education concept for elementary school teachers. Journal of Physics: Conference Series 1835(1), 012063 (2021), https://doi.org/10.1088/1742-6596/1835/1/012063 DOI: https://doi.org/10.1088/1742-6596/1835/1/012063

Ragusa, G.: Teacher training and STEM student outcome: Linking teacher intervention to students’ success in STEM middle and high school classes. In: ASEE Annual Conference and Exposition, Conference Proceedings, American Society for Engineering Education (2011)

Ragusa, G.: Teacher training and student inquiry and science literacy: Linking teacher intervention to students’ outcomes in STEM courses in middle and high school classes. In: ASEE Annual Conference and Exposition, Conference Proceedings, American Society for Engineering Education (2012)

Rursch, J.A., Burkhardt, B., Jacobson, D.: Training non-IT teachers to advise and facilitate inquiry-based learning in IT: A pilot study. In: Proceedings - Frontiers in Education Conference, FIE, p. 5350577 (2009), https://doi.org/10.1109/FIE.2009.5350577 DOI: https://doi.org/10.1109/FIE.2009.5350577

Salleh, M.F.M., Md Nasir, N.A., Ismail, M.H.: STEM Facilitators Training Programme: Trainee Teachers’ Perceptions of the Impact on their Personal Growth as Future Teachers. Asian Journal of University Education 16(3), 1–10 (2020), https://doi.org/10.24191/ajue.v16i3.11091 DOI: https://doi.org/10.24191/ajue.v16i3.11091

Salloum, S.A., Khan, R., Shaalan, K.: A Survey of Semantic Analysis Approaches. In: Hassanien, A.E., Azar, A.T., Gaber, T., Oliva, D., Tolba, F.M. (eds.) Proceedings of the International Conference on Artificial Intelligence and Computer Vision (AICV2020), pp. 61–70, Springer International Publishing, Cham (2020), ISBN 978-3-030-44289-7, https://doi.org/10.1007/978-3-030-44289-7_6 DOI: https://doi.org/10.1007/978-3-030-44289-7_6

Scaradozzi, D., Screpanti, L., Cesaretti, L., Storti, M., Mazzieri, E.: Implementation and Assessment Methodologies of Teachers’ Training Courses for STEM Activities. Technology, Knowledge and Learning 24(2), 247–268 (2019), https://doi.org/10.1007/s10758-018-9356-1 DOI: https://doi.org/10.1007/s10758-018-9356-1

Seals, C., Valdiviejas, H.: The Relation Between a Teacher-Based Growth Mindset Training and Minoritized Student Motivation in Mathematics. Journal of Higher Education Theory and Practice 21(15), 53–74 (2021), https://doi.org/10.33423/jhetp.v21i15.4891 DOI: https://doi.org/10.33423/jhetp.v21i15.4891

Sundaram, R.: TIES to STEM: University outreach model for teachers in K-12 STEM schools to be trained in engineering skills. In: 2015 IEEE Frontiers in Education Conference (FIE), pp. 1–4 (2015), https://doi.org/10.1109/FIE.2015.7344244 DOI: https://doi.org/10.1109/FIE.2015.7344244

Symaco, L.P., Daniel, E.G.S.: Curriculum, Pedagogy, Teacher Training and Recent Reforms in Primary Science Education. Contemporary Trends and Issues in Science Education 47, 215–228 (2018), https://doi.org/10.1007/978-3-319-97167-4_11 DOI: https://doi.org/10.1007/978-3-319-97167-4_11

Thomas, S.W., Campbell, S.W., Subramanyam, M.D., Ellerbrock, C.R.: Contemporary STEM issues: Engineering training of pre-service teachers for middle school stem curriculum development (evaluation). In: ASEE Annual Conference and Exposition, Conference Proceedings, American Society for Engineering Education (2019)

Tijani, B., Madu, N., Falade, T., Dele-Ajayi, O.: Teacher training during Covid-19: A case study of the virtual STEM project in Africa. In: Klinger, T., Kollmitzer, C., Pester, A. (eds.) IEEE Global Engineering Education Conference, EDUCON, vol. 2021-April, pp. 226–234, IEEE Computer Society (2021), https://doi.org/10.1109/EDUCON46332.2021.9453920 DOI: https://doi.org/10.1109/EDUCON46332.2021.9453920

Tillinghast, R.C., Petersen, E.A., Kroth, W., Powers, G., Holzer, M., Osowski, J., Mansouri, M.: Bringing Geosciences to K-12 Classrooms: A Teacher Training Program Developed by the Sterling Hill Mining Museum. In: 2019 9th IEEE Integrated STEM Education Conference, ISEC 2019, pp. 69–75, Institute of Electrical and Electronics Engineers Inc. (2019), https://doi.org/10.1109/ISECon.2019.8882052 DOI: https://doi.org/10.1109/ISECon.2019.8882052

Toldson, I.A., Lewis, C.W.: Advancing teacher training programs at historically black colleges & universities through technical assistance & federal investments (Editor’s Commentary). Journal of Negro Education 86(2), 83–93 (2017), https://doi.org/10.7709/jnegroeducation.86.2.0083 DOI: https://doi.org/10.7709/jnegroeducation.86.2.0083

Tumasheva, O.V., Shashkina, M.B., Shkerina, L.V., Valkova, Y.E.: Elective courses for training the mathematics teachers to realise STEM approach. Journal of Physics: Conference Series 1691(1), 012225 (2020), https://doi.org/10.1088/1742-6596/1691/1/012225 DOI: https://doi.org/10.1088/1742-6596/1691/1/012225

Tzafilkou, K., Perifanou, M., Economides, A.A.: STEM Distance Teaching: Investigating STEM Teachers’ Attitudes, Barriers, and Training Needs. Education Sciences 12(11) (Nov 2022), https://doi.org/10.3390/educsci12110790 DOI: https://doi.org/10.3390/educsci12110790

UNESCO-UIS: International Standard Classification of Education: Fields of education and training 2013 (ISCED-F 2013) – Detailed field descriptions. UNESCO Institute for Statistics, Montreal (2015), URL https://doi.org/10.15220/978-92-9189-179-5-en DOI: https://doi.org/10.15220/978-92-9189-179-5-en

Weiner, S., Lande, M., Jordan, S.S.: Designing (and) making teachers: Using design to investigate the impact of maker-based education training on pre-service STEM teachers. International Journal of Engineering Education 36(2), 702–711 (2020)

Wu, B., Hu, Y., Wang, M.: Scaffolding design thinking in online STEM preservice teacher training. British Journal of Educational Technology 50(5), 2271–2287 (2019), https://doi.org/10.1111/bjet.12873 DOI: https://doi.org/10.1111/bjet.12873

Yildirim, B.: A Model Proposal for Teacher Training: STEM Teacher Institutes Training Model. Pamukkale Üniversitesi Eğitim Fakültesi Dergisi (50), 70–98 (SEP 2020), ISSN 1301-0085, https://doi.org/10.9779/pauefd.586603 DOI: https://doi.org/10.9779/pauefd.586603






How to Cite

Mintii, M.M., 2023. Exploring the landscape of STEM education and personnel training: a comprehensive systematic review. Educational Dimension [Online], 9, pp.149–172. Available from: https://doi.org/10.31812/ed.583 [Accessed 14 June 2024].
Received 2023-04-25
Accepted 2023-08-22
Published 2023-08-23

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