A Decade-Long Trend in The Development of Systems Thinking Skills on Science Learning : Contributions to Elementary Schools
Abstract
This study aims to identify trends in systems thinking research within the context of science education over the past decade and providing education researchers with a global perspective on the development of systems thinking. The bibliometric analysis research method is a quantitative approach used to analyze scientific literature to identify trends, publication patterns, collaborations between authors or institutions, and emerging research topics in a field of science. The data used for bibliometric analysis is the research trend of systems thinking in science learning from 2014 to 2024, based on the Scopus database, utilizing the R Package Bibliometric and VosViewer Software. The obtained articles were then processed using thematic analysis techniques with the R Bibliometric Package to analyze primary information, annual scientific publications, article citations per year, total citations of top journals, Sankey diagrams, top author production, countries with the highest productivity, most productive affiliations, and thematic maps. The findings of this study indicate that research on systems thinking in science learning has experienced an annual growth rate of 9.6% and an average citation rate of 13.6 citations per document. Furthermore, it analyzes the thematic mapping of the obtained keywords, where the motor themes in this study such as curriculum, teaching, elementary school, student learning, and system theory are well-developed and essential for shaping research in systems thinking in science learning. The thematic mapping reveals a strong interconnection among three key themes: systems thinking, science learning, and elementary schools. These themes hold significant potential and are highly relevant for further exploration due to their high centrality, yet they remain relatively underexplored to date. The study of systems thinking skills in science learning should also consider previous research findings related to sustainable development goals, climate change, gender similarity, and conceptual frameworks.
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References
Alsharif, A. H., Salleh, N., & Baharun, R. (2020). Bibliometric analysis. Journal of Theoretical and Applied Information Technology, 98(15), 2948–2962.
Amiruddin, M. Z. Bin, Agustin, M., Samsudin, A., Suhandi, A., & Costu, B. (2024). A Decade of TPACK in Science Education: Trends and Insights from Bibliometric Analysis. Journal of Pedagogical Research, 8(4), 466–488.
Arici, F., Yildirim, P., Caliklar, Ş., & Yilmaz, R. M. (2019). Research trends in the use of augmented reality in science education: Content and bibliometric mapping analysis. Computers & Education, 142, 103647.
Arnold, R. D., & Wade, J. P. (2015). A definition of systems thinking: A systems approach. Procedia Computer Science, 44, 669–678.
Asikainen, M. (2016). Challenges to the development of energy performance measurement: a systems thinking approach.
Barak, M., & Dori, Y. J. (2011). Science education in primary schools: is an animation worth a thousand pictures? Journal of Science Education and Technology, 20, 608–620.
Blatti, J. L., Garcia, J., Cave, D., Monge, F., Cuccinello, A., Portillo, J., Juarez, B., Chan, E., & Schwebel, F. (2019). Systems thinking in science education and outreach toward a sustainable future. Journal of Chemical Education, 96(12), 2852–2862.
Bozkurt, N. O., & Bozkurt, E. (2024). Systems Thinking in Education: A Bibliometric Analysis. Education & Science/Egitim ve Bilim, 49(218).
Brandstädter, K., Harms, U., & Grossschedl, J. (2012). Assessing system thinking through different concept-mapping practices. International Journal of Science Education, 34(14), 2147–2170.
Brown, D. E. (2014). Students’ conceptions as dynamically emergent structures. Science & Education, 23, 1463–1483.
Cabrera, D., & Cabrera, L. (2023). What is systems thinking? In Learning, design, and technology: An international compendium of theory, research, practice, and policy (pp. 1495–1522). Springer.
Cabrera, D., Cabrera, L. L., & Midgley, G. (2023). The four waves of systems thinking. Journal of Systems Thinking, 1–51.
Cammarata, L., Tedick, D. J., & Osborn, T. A. (2016). Content-based instruction and curricular reforms: Issues and goals. In Content-based foreign language teaching (pp. 1–21). Routledge.
Ceresia, F. (2017). Sunny Island. An interactive learning environment to promote systems thinking education for primary school students. Procedia-Social and Behavioral Sciences, 237, 980–985.
Chaojing, M. (2023). A Study on Strategies for Cultivating Higher-Order Thinking Skills in Primary and Secondary School Students. Frontiers in Educational Research, 6(20).
Chen, Y.-C., & Jordan, M. (2024). Student Uncertainty as a Pedagogical Resource (SUPeR) approach for developing a new era of science literacy: practicing and thinking like a scientist. Science Activities, 61(1), 1–15.
Chen, Y. (2021). On The Alienation of College Students’cognitive Psychological Barriers in The Era Of Globalization. Psychiatria Danubina, 33(suppl 7), 117–119.
Chin, C., & Osborne, J. (2008). Students’ questions: a potential resource for teaching and learning science. Studies in Science Education, 44(1), 1–39.
Comarú, M. W., Lopes, R. M., Braga, L. A. M., Batista Mota, F., & Galvão, C. (2021). A bibliometric and descriptive analysis of inclusive education in science education. Studies in Science Education, 57(2), 241–263.
Davidson, K. M., & Venning, J. (2011). Sustainability decision-making frameworks and the application of systems thinking: an urban context. Local Environment, 16(3), 213–228.
Donthu, N., Kumar, S., Mukherjee, D., Pandey, N., & Lim, W. M. (2021). How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research, 133, 285–296.
Evagorou, M., Korfiatis, K., Nicolaou, C., & Constantinou, C. (2009). An investigation of the potential of interactive simulations for developing system thinking skills in elementary school: A case study with fifth‐graders and sixth‐graders. International Journal of Science Education, 31(5), 655–674.
Forrester, J. W. (2007). System dynamics—a personal view of the first fifty years. System Dynamics Review: The Journal of the System Dynamics Society, 23(2‐3), 345–358.
Gero, A., Shekh-Abed, A., & Hazzan, O. (2021). Interrelations between systems thinking and abstract thinking: The case of high-school electronics students. European Journal of Engineering Education, 46(5), 735–749.
Gilissen, M. G. R., Knippels, M.-C. P. J., & van Joolingen, W. R. (2020). Bringing systems thinking into the classroom. International Journal of Science Education, 42(8), 1253–1280.
Gray, S., Sterling, E. J., Aminpour, P., Goralnik, L., Singer, A., Wei, C., Akabas, S., Jordan, R. C., Giabbanelli, P. J., & Hodbod, J. (2019). Assessing (social-ecological) systems thinking by evaluating cognitive maps. Sustainability, 11(20), 5753.
Kersting, M., Haglund, J., & Steier, R. (2021). A growing body of knowledge: On four different senses of embodiment in science education. Science & Education, 30(5), 1183–1210.
Laszlo, E. (2021). Introduction to systems philosophy: Toward a new paradigm of contemporary thought. Routledge.
Lavi, R., & Dori, Y. J. (2019). Systems thinking of pre-and in-service science and engineering teachers. International Journal of Science Education, 41(2), 248–279.
Leung, J. K. L., Ng, D. T. K., & Tsui, C.-Y. (2024). A Primer for Design and Systems Thinkers: A First-Year Engineering Course for Mindset Development. Education Sciences, 14(1), 86.
Lin, C. L., & Chien, C. F. (2019). Systems thinking in a gas explosion accident–lessons learned from Taiwan. Journal of Loss Prevention in the Process Industries, 62, 103987.
Lindholm, M. (2018). Promoting curiosity? Possibilities and pitfalls in science education. Science & Education, 27, 987–1002.
Mambrey, S., Timm, J., Landskron, J. J., & Schmiemann, P. (2020). The impact of system specifics on systems thinking. Journal of Research in Science Teaching, 57(10), 1632–1651.
Maryanti, R., Rahayu, N. I., Muktiarni, M., Al Husaeni, D. F., Hufad, A., Sunardi, S., & Nandiyanto, A. B. D. (2022). Sustainable development goals (SDGs) in science education: Definition, literature review, and bibliometric analysis. Journal of Engineering Science and Technology, 17, 161–181.
Monat, J. P., & Gannon, T. F. (2015). What is systems thinking? A review of selected literature plus recommendations. American Journal of Systems Science, 4(1), 11–26.
Quintana, C., Reiser, B. J., Davis, E. A., Krajcik, J., Fretz, E., Duncan, R. G., Kyza, E., Edelson, D., & Soloway, E. (2018). A scaffolding design framework for software to support science inquiry. In Scaffolding (pp. 337–386). Psychology Press.
Randle, J. M., & Stroink, M. L. (2018). The development and initial validation of the paradigm of systems thinking. Systems Research and Behavioral Science, 35(6), 645–657.
Rieckmann, M. (2017). Education for sustainable development goals: Learning objectives. UNESCO publishing.
Schuler, S., Fanta, D., Rosenkraenzer, F., & Riess, W. (2018). Systems thinking within the scope of education for sustainable development (ESD)–a heuristic competence model as a basis for (science) teacher education. Journal of Geography in Higher Education, 42(2), 192–204.
Spektor-Levy, O., Baruch, Y. K., & Mevarech, Z. (2013). Science and Scientific Curiosity in Pre-school—The teacher’s point of view. International Journal of Science Education, 35(13), 2226–2253.
Sun, H., Xie, Y., & Lavonen, J. (2022). Exploring the structure of students’ scientific higher order thinking in science education. Thinking Skills and Creativity, 43, 100999.
Tosun, C. (2024). Analysis of the last 40 years of science education research via bibliometric methods. Science & Education, 33(2), 451–480.
DOI: https://doi.org/10.33394/jk.v11i2.15279
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