Emerging technologies in STEM education. A bibliometric analysis of publications in Scopus & WoS (2010-2020)
Main Article Content
Abstract
INTRODUCTION. This article presents a review of the indexed literature in Scopus and Web of Science-Clarivate databases based on the analysis of bibliometric indicators on the use of Emerging Technologies in Education, considering those included in the Horizon Report: K-12 Edition; a) Makerspaces, b) Robotics, c) Analytic Technologies, d) Virtual Reality, e) Artificial Intelligence and f) The Internet of Things (IoT). In addition, they are considered as variable to be used in teaching of Science Education and STEM/STEAM Education in Secondary Education context. METHOD. The revision is developed by using the flow for bibliometric studies proposed by Zupic and Čater (2015). A search was carried out in Scopus and WoS based on an equation that gathers key terms of the three described variables of analysis. RESULTS. The main results obtained indicate that there is a notorious increase in scientific production on the topic, especially from 2017 onwards. In addition, a predominance of Immersive Technologies and Educational Robotics as the preferred technologies for the development of science education is observed. DISCUSSION. There is a predominance of science education in particular over STEM and STEAM approaches, however, a positive trend is observed related to the last two in the late part of the decade analyzed. On the other hand, it is observed that from 2018 onwards, the scientific production regarding the use of emerging technologies has had an accelerated growth, with Virtual Reality and Robotics being the most used.
Downloads
Article Details
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
References
Aguilera, D. y Ortiz-Revilla, J. (2021). STEM vs. STEAM education and student creativity: a systematic literature review. Education Sciences, 11, 331. https://doi.org/10.3390/educsci1107 0331
Aguilera, D. y Perales-Palacios, F. J. (2018). What effects do didactic interventions have on students’ attitudes towards science? A meta-analysis. Research in Science Education, 50, 573-597. https://doi.org/10.1007/s11165-018-9702-2
Bybee, R. W. (2013). The case of STEM education: challenges and opportunities. National Science Teachers Association.
Cui, R., Ding, H. y Zhu, F. (2021). Gender inequality in research productivity during the COVID-19 pandemic. Manufacturing & Service Operations Management, 24(2), 707-726. https://doi.org/10.1287/msom.2021.0991.
Dickes, A. C., Kamarainen, A., Metcalf, S. J., Gün-Yildiz, S., Brennan, K., Grotzer, T. y Dede, C. (2019). Scaffolding ecosystems science practice by blending immersive environments and computational modeling. British Journal of Educational Technology, 50(5), 2181-2202. https://doi.org/10.1111/bjet.12806
Dubé, A. K. y Wen, R. (2022). Identification and evaluation of technology trends in K-12 education from 2011 to 2021. Education and Information Technologies, 27(1), 1929-1958. https://doi.org/10.1007/s10639-021-10689-8
Ferrada-Ferrada, C., Carrillo-Rosúa, J., Díaz-Levicoy, D. y Silva-Díaz, F. (2020). La robótica desde las áreas STEM en Educación Primaria: una revisión sistemática. Education in the Knowledge Society, 21(22), 1-18. https://doi.org/10.14201/eks.22036
Fleer, M. (2013). Affective imagination in science education: determining the emotional nature of scientific and technological learning of young children. Research in Science Education, 43(5), 2085-2106. https://doi.org/10.1007/s11165-012-9344-8
Freeman, A., Adams, S., Cummins, M., Davis, A. y Hall, C. (2017). NMC/CoSN Horizon Report: 2017 K-12 Edition. The New Media Consortium.
Lewis, A. L. (2015). Putting the “H” in STEAM: paradigms for modern liberal arts education. En X. Ge, D. Ifenthaler y J. M. Spector (eds.), Emerging technologies for STEAM education (pp. 259-275). Springer.
Liao, C. (2016). From interdisciplinary to transdisciplinary: an arts-integrated approach to STEAM education. Art Education, 69(6), 44-49. https://doi.org/10.1080/00043125.2016.1224873
Lin, T. J., Lin, T. C., Potvin, P. y Tsai, C. C. (2018). Research trends in science education from 2013 to 2017: a systematic content analysis of publications in selected journals. International Journal of Science Education, 41(1), 367-387. https://doi.org/10.1080/09500693.2018.1550274
Liu, R., Wang, L., Lei, J., Wang, Q. y Ren, Y. (2020). Effects of an immersive virtual reality-based classroom on students’ learning performance in science lessons. British Journal of Educational Technology, 51(6), 2034-2049. https://doi:10.1111/bjet.13028
Makokha, J. (2017). Emerging technologies and science teaching. En K. S. Taber y B. Akpan (eds.), Science education (pp. 369-383). Sense Publishers. https://doi.org/10.1007/978-94-6300-749-8_27
Makransky, G., Petersen, G. B. y Klingenberg, S. (2020). Can an immersive virtual reality simulation increase students’ interest and career aspirations in science? British Journal of Educational Technology, 51(6), 2079-2097. https://doi.org/10.1111/bjet.12954
Martín-Páez, T., Aguilera, D., Perales-Palacios, F. J. y Vílchez-González, J. M. (2019). What are we talking about when we talk about STEM education? A review of literature. Science Education, 103, 799-822. https://doi.org/10.1002/sce.21522
Menjivar, E., Sánchez, E., Ruíz, J. y Linde, T. (2021). Revisión de la producción científica sobre la realidad virtual entre 2016 y 2020 a través de Scopus y WoS. EDMETIC, Revista de Educación Mediática y TIC, 10(2), 26-55. https://doi.org/10.21071/edmetic.v10i2.13422
ODITE (2017). Tendencias educativas 2017. https://issuu.com/espiral/docs/odite_tendencias_educativas_2017/6
Oliveira, A., Behnagh, R. F., Ni, L., Mohsinah, A. A., Burgess, K. J. y Guo, L. (2019). Emerging technologies as pedagogical tools for teaching and learning science: a literature review. Human Behavior and Emerging Technologies, 1(2), 149-160. https://doi:10.1002/hbe2.141
Park, W., Kim, D. y Kang, D. Y. (2021). Research trends in science and mathematics education in South Korea 2014-2018: a cross-disciplinary analysis of publications in selected local journals, Asia-Pacific Science Education, 7(2), 280-308. https://doi.org/10.1163/23641177-bja10029
Parlak, S., Celebi, O. y Oksuz, F. (2021). Gender roles during COVID-19 pandemic: the experiences of Turkish female academics. Gender, Work & Organization, 28(S2), 461-483. https://doi.org/10.1111/gwao.12655
Rodríguez, M. J., Olmos, S. y Martínez, F. (2013). Autoevaluación de competencias informacionales en educación secundaria: propuesta de modelo causal desde una perspectiva de género. Bordón, Revista de Pedagogía, 65(2), 111-125. https://recyt.fecyt.es/index.php/BORDON/article/view/brp.2013.65207
Sanders, M. (2009). STEM, STEM education, STEMmania. The Technology Teacher, 68(4), 20-27.
Silva-Díaz, F. (2022). Supplementary data [Emerging technologies in STEM education]. Figshare. https://doi.org/10.6084/m9.figshare.20368917.v1
Silva-Díaz, F., Carrillo-Rosúa, J. y Fernández-Plaza, J. A. (2021). Uso de tecnologías inmersivas y su impacto en las actitudes científico-matemáticas del estudiantado de Educación Secundaria Obligatoria en un contexto en riesgo de exclusión social. Educar, 57(1), 119-138. https://doi.org/10.5565/rev/educar.1136
Silva-Díaz, F., Vázquez-Vílchez, M. y Carrillo-Rosúa, J. (2020). Estudio bibliométrico sobre la producción científica en realidad virtual inmersiva, aumentada y mixta asociadas a un enfoque STEM de enseñanza. En J. A. Marín-Marín et al., Inclusión, tecnología y sociedad: investigación e innovación en educación (pp. 1205-1216). Dykinson.
Toma, R. B. y Meneses-Villagrá, J. A. (2019). Preferencia por contenidos científicos de física o de biología en educación primaria: un análisis clúster. Revista Eureka sobre Enseñanza y Divulgación de las Ciencias, 16(1), 1104. http://dx.doi.org/10.25267/Rev_Eureka_ensen_divulg_cienc.2019.
v16.i1.1104
Xia, L. y Zhong, B. (2018). A systematic review on teaching and learning robotics content knowledge in K-12. Computers & Education, 127, 267-282. https://doi.org/10.1016/j.compedu.2018.09.007
Zollman, A. (2012). Learning for STEM literacy: STEM literacy for learning. School Science and Mathematics, 112(1), 12-19. https://doi.org/10.1111/j.1949-8594.2012.00101.x
Zupic, I. y Čater, T. (2015). Bibliometric methods in management and organization. Organizational Research Methods, 18(3), 429-472. https://doi.org/10.1177/1094428114562629