Mapping the Future of Innovation: A Bibliometric Analysis of STEM Education Trends in K-12

Ibrahim Alhussain Khalil, Amirah AL Zahrani, Bakri Awaji, Mohammed Mohsen

Abstract


With the increasing global emphasis on science, technology, engineering, and mathematics (STEM) education, it is crucial to systematically assess research trends and thematic developments in this field. This paper utilizes bibliometric analysis to examine the scholarly landscape of K-12 STEM education, analyzing 2,645 articles from the Web of Science Core Collection between 2019 and 2023. By analyzing citation metrics, author productivity, institutional and country contributions, and exploring word co-occurrence networks, the study identifies predominant themes and patterns in the field. The findings reveal that advanced countries dominate STEM education research, reflecting significant scholarly interest and investment. The analysis also highlights the role of technological advancements and educational reforms in shaping research trajectories. Additionally, a robust pattern of international collaboration is uncovered, where strategic partnerships across diverse institutions utilize multidisciplinary approaches to effectively address educational challenges. The study suggests the need to broaden research databases to include non-English sources and extend analysis over longer periods for a better understanding of evolving trends. Furthermore, the study recommends embracing interdisciplinary methods and integrating emerging technologies to enhance teaching practices.

https://doi.org/10.26803/ijlter.23.8.5


Keywords


bibliometric analysis; STEM education; K-12 education; Citations; research articles

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Araújo, C. G. S. d., Oliveira, B. R. R. d., Brito, L. V. d. O., Matta, T. T. d., Viana, B. F., Souza, C. P. d., Guerreiro, R. d. C., Slama, F. A., & Portugal, E. d. M. M. (2012). Two-year citations of JAPPL original articles: evidence of a relative age effect. Journal of Applied Physiology, 112(9), 1434-1436. https://doi.org/10.1152/japplphysiol.01491.2011

Aria, M., & Cuccurullo, C. (2017). bibliometrix: An R-tool for comprehensive science mapping analysis. Journal of Informetrics, 11(4), 959-975. https://doi.org/https://doi.org/10.1016/j.joi.2017.08.007

Baird, L. M., & Oppenheim, C. (1994). Do citations matter? Journal of Information Science, 20(1), 2-15. https://doi.org/10.1177/016555159402000102

binti Zakeri, N. N., Hidayat, R., binti Yaakub, N. F., Balachandran, K. S., & binti Azizan, N. I. (2023). Creative methods in STEM for secondary school students: Systematic literature review. Contemporary Mathematics and Science Education, 4(1), ep23003.

Calabrese Barton, A., & Tan, E. (2019). Designing for rightful presence in STEM: The role of making present practices. Journal of the Learning Sciences, 28(4-5), 616-658. https://doi.org/10.1080/10508406.2019.1591411

Chain, C. P., Santos, A. C. d., Castro, L. G. d., & Prado, J. W. d. (2019). Bibliometric analysis of the quantitative methods applied to the measurement of industrial clusters. Journal of Economic Surveys, 33(1), 60-84.

Crippen, K. J., & Archambault, L. (2012). Scaffolded inquiry-based instruction with technology: A Signature pedagogy for STEM education. Computers in the Schools, 29(1-2), 157-173. https://doi.org/10.1080/07380569.2012.658733

Ellegaard, O., & Wallin, J. A. (2015). The bibliometric analysis of scholarly production: How great is the impact? Scientometrics, 105(3), 1809-1831. https://doi.org/10.1007/s11192-015-1645-z

Falloon, G., Hatzigianni, M., Bower, M., Forbes, A., & Stevenson, M. (2020). Understanding K-12 STEM education: a framework for developing STEM literacy. Journal of Science Education and Technology, 29(3), 369-385. https://doi.org/10.1007/s10956-020-09823-x

Fauth, B., Decristan, J., Decker, A.-T., Büttner, G., Hardy, I., Klieme, E., & Kunter, M. (2019). The effects of teacher competence on student outcomes in elementary science education: The mediating role of teaching quality. Teaching and Teacher Education, 86, 102882. https://doi.org/10.1016/j.tate.2019.102882

Felder, R. M., & Brent, R. (2024). Teaching and learning STEM: A practical guide. John Wiley & Sons.

Hansen, M. (2016). Significant signs: a case study of citation practices in educational research. International Journal of Research & Method in Education, 39(1), 74-91. https://doi.org/10.1080/1743727X.2015.1018888

Hirsch, J. E. (2005). An index to quantify an individual's scientific research output. Proceedings of the National Academy of Sciences, 102(46), 16569-16572.

Jamali, S. M., Ale Ebrahim, N., & Jamali, F. (2023). The role of STEM Education in improving the quality of education: a bibliometric study. International Journal of Technology and Design Education, 33(3), 819-840. https://doi.org/10.1007/s10798-022-09762-1

Kaur, T., McLoughlin, E., & Grimes, P. (2022). Mathematics and science across the transition from primary to secondary school: a systematic literature review. International Journal of STEM Education, 9(1), 13.

Kelley, T. R., & Knowles, J. G. (2016). A conceptual framework for integrated STEM education. International Journal of STEM Education, 3(1), 11. https://doi.org/10.1186/s40594-016-0046-z

Lai, A.-F., Chen, C.-H., & Lee, G.-Y. (2019). An augmented reality-based learning approach to enhancing students’ science reading performances from the perspective of the cognitive load theory. British Journal of Educational Technology, 50(1), 232-247. https://doi.org/10.1111/bjet.12716

Leydesdorff, L., & Rafols, I. (2009). A global map of science based on the ISI subject categories. Journal of the American Society for Information Science and Technology, 60(2), 348-362. https://doi.org/https://doi.org/10.1002/asi.20967

Maltese, A. V., & Tai, R. H. (2011). Pipeline persistence: Examining the association of educational experiences with earned degrees in STEM among U.S. students. Science Education, 95(5), 877-907. https://doi.org/10.1002/sce.20441

Mateu Arrom, L., Huguet, J., Errando, C., Breda, A., & Palou, J. (2018). Cómo escribir un artículo original. Actas Urológicas Españolas, 42(9), 545-550. https://doi.org/10.1016/j.acuro.2018.02.011

McDonald, C. V. (2016). STEM Education: A review of the contribution of the disciplines of science, technology, engineering and mathematics. Science Education International, 27(4), 530-569.

Mohsen, M. A. (2021). A bibliometric study of the applied linguistics research output of Saudi institutions in the Web of Science for the decade 2011-2020. The Electronic Library, 39(6), 865-884. https://doi.org/10.1108/EL-06-2021-0121

Mohsen, M. A., & Alangari, T. S. (2024). Analyzing two decades of immersive technology research in education: Trends, clusters, and future directions. Education and Information Technologies, 29(3), 3571-3587. https://doi.org/10.1007/s10639-023-11968-2

Mohsen, M. A., Althebi, S., Alsagour, R., Alsalem, A., Almudawi, A., & Alshahrani, A. (2024). Forty-two years of computer-assisted language learning research: A scientometric study of hotspot research and trending issues. ReCALL, https://doi.org/10.1017/S0958344023000253

Mohsen, M. A., Fu, H.-Z., & Ho, Y.-S. (2017). A Bibliometric analysis of linguistics publications in the Web of Science. Journal of Scientometric Research, 6(2), 109-118.

Mohsen, M. A., & Ho, Y.-S. (2022). Thirty years of educational research in Saudi Arabia: a bibliometric study. Interactive Learning Environments, https://doi.org/10.1080/10494820.2022.2127780

Muhammad, I., & Triansyah, F. A. (2023). Bibliometric Analysis: STEM Research in High Schools (1988-2023). Jurnal Ilmu Pendidikan (JIP) STKIP Kusuma Negara, 15(1), 102-113.

Noonan, R. (2017). STEM Jobs: 2017 Update. ESA Issue Brief# 02-17. US Department of Commerce.

Orgill, M., York, S., & MacKellar, J. (2019). Introduction to systems thinking for the chemistry education community. Journal of Chemical Education, 96(12), 2720-2729. https://doi.org/10.1021/acs.jchemed.9b00169

Phillips, T. B., Ballard, H. L., Lewenstein, B. V., & Bonney, R. (2019). Engagement in science through citizen science: Moving beyond data collection. Science Education, 103(3), 665-690. https://doi.org/10.1002/sce.21501

Prieto-Rodriguez, E., Sincock, K., & Blackmore, K. (2020). STEM initiatives matter: results from a systematic review of secondary school interventions for girls. International Journal of Science Education, 42(7), 1144-1161. https://doi.org/10.1080/09500693.2020.1749909

Raabe, I. J., Boda, Z., & Stadtfeld, C. (2019). The Social Pipeline: How Friend Influence and Peer Exposure Widen the STEM Gender Gap. Sociology of Education, 92(2), 105-123. https://doi.org/10.1177/0038040718824095

Rahman, M., & Fukui, T. (2003). Biomedical research productivity : Factors across the countries. International Journal of Technology Assessment in Health Care, 19(1), 249-252. https://doi.org/10.1017/S0266462303000229

Robinson, K. A., Lee, Y.-k., Bovee, E. A., Perez, T., Walton, S. P., Briedis, D., & Linnenbrink-Garcia, L. (2019). Motivation in transition: Development and roles of expectancy, task values, and costs in early college engineering. Journal of Educational Psychology, 111(6), 1081-1102. https://doi.org/10.1037/edu0000331

Sahin, D., & Yilmaz, R. M. (2020). The effect of Augmented Reality Technology on middle school students' achievements and attitudes towards science education. Computers & Education, 144, 103710. https://doi.org/10.1016/j.compedu.2019.103710

Schweingruber, H., Pearson, G., & Honey, M. (2014). STEM integration in K-12 education: Status, prospects, and an agenda for research. National Academies Press.

Su, J., & Yang, W. (2023). STEM in early childhood education: A bibliometric analysis. Research in Science & Technological Education, 1-22. https://doi.org/10.1080/02635143.2023.2201673

Sungur Gül, K., Saylan Kirmizigül, A., Ates, H., & Garzón, J. (2023). Advantages and challenges of STEM education in k-12: Systematic review and research synthesis. International Journal of Research in Education and Science, 9(2), 283-307.

van den Hurk, A., Meelissen, M., & van Langen, A. (2019). Interventions in education to prevent STEM pipeline leakage. International Journal of Science Education, 41(2), 150-164. https://doi.org/10.1080/09500693.2018.1540897

Van Eck, N., & Waltman, L. (2010). Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics, 84(2), 523-538.

Waltman, L. (2016). A review of the literature on citation impact indicators. Journal of Informetrics, 10(2), 365-391. https://doi.org/10.1016/j.joi.2016.02.007

York, S., Lavi, R., Dori, Y. J., & Orgill, M. (2019). Applications of systems thinking in STEM education. Journal of Chemical Education, 96(12), 2742-2751. https://doi.org/10.1021/acs.jchemed.9b00261

Zhan, Z., Shen, W., Xu, Z., Niu, S., & You, G. (2022). A bibliometric analysis of the global landscape on STEM education (2004-2021): towards global distribution, subject integration, and research trends. Asia Pacific Journal of Innovation and Entrepreneurship, 16(2), 171-203.

Zhang, Z., & Poucke, S. V. (2017). Citations for randomized controlled trials in sepsis literature: The halo effect caused by journal impact factor. PLOS ONE, 12(1), e0169398. https://doi.org/10.1371/journal.pone.0169398


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