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http://dx.doi.org/10.15267/keses.2014.33.4.674

Analysis of Articles Related STEAM Education using Network Text Analysis Method  

Kim, Bang-Hee (Suji Middle school)
Kim, Jinsoo (Korea National University of Education)
Publication Information
Journal of Korean Elementary Science Education / v.33, no.4, 2014 , pp. 674-682 More about this Journal
Abstract
This study aims to analyze STEAM-related articles and to look into the trend of research to present implications for research directions in the future. To achieve the research purpose, the researcher searched by key words, 'STEAM' and 'Convergence Education' through the RISS. Subjects of analysis were titles of 181 articles in journal articles and conference papers published from 2011 through 2013. Through an analysis of the frequency of the texts that appeared in the titles of the papers, key words were selected, the co-occurrence matrix of the key words was established, and using network maps, degree centrality and betweenness centrality, and structural equivalence, a network text analysis was carried out. For the analysis, KrKwic, KrTitle, UCINET and NetMiner Program were used, and the results were as follows: in the result of the text frequency analysis, the key words appeared in order of 'program', 'development', 'base' and 'application'. Through the network among the texts, a network built up with core hubs such as 'program', 'development', 'elementary' and 'application' was found, and in the degree centrality analysis, 'program', 'elementary', 'development' and 'science' comprised key issues at a relatively high value, which constituted the pivot of the network. As a result of the structural equivalence analysis, regarding the types of their respective relations, it was analyzed that there was a similarity in four clusters such as the development of a program (1), analysis of effects (2) and the establishment of a theoretical base (1).
Keywords
network text analysis; STEAM education; centrality; structural equivalence;
Citations & Related Records
Times Cited By KSCI : 9  (Citation Analysis)
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1 Baek, Y., Park, H., Kim, Y., Noh, S., Park, J., Lee, J., Jeong, J., Choi, Y. & Han, H. (2011). STEAM education in Korea. Journal of Learner-Centered Curriculum and Instruction, 11(4), 1149-1171.
2 Barns, J. A. (1954). Class and communications in a Norwegian Island parish. Human Relations, 7, 39-58.   DOI
3 Burt, R. S. (1982). Toward a structural theory of action: Network models of social structure, perception, and action. Academic Press.
4 Choi, K. (2003). Content analysis of articles published in journal of tourism and leisure research. Journal of Tourism and Leisure Research, 15(1), 11-29.
5 Choi, Y. & Seo, S. (2012). Analysing the core elements of the sustainable regional development concept. Journal of the Korea Urban Management Association, 25(2), 49-70.
6 Choi, C. & Kang, B. (2012). Social network analysis on the climate change researches and it's implication. Journal of Korea Regional Development Association, 24(5), 1-20.
7 Han, H. (2013). The analysis of research trends on STEAM instructional program and the development of mathematicscentered STEAM instructional program. Communications of Mathematical Education, 27(4), 523-545.   DOI   ScienceOn
8 Kim, G. & Choi, S. (2012) The effects of the creative problem solving ability and scientific attitude through the science-based STEAM program in the elementary gifted students. Journal of Korean Elementary Science Education, 31(2), 216-226.   과학기술학회마을
9 Kim, J. & Kim, M. (2013). An semantic network analysis of the national high-school vocational education teaching methods competition. Journal of Vocational Education Research, 32(6), 57-72.
10 Kim, J. (2007). Exploration of STEM education as a new integrated education for technology education. The Korean Journal of Technology Education, 7(3), 1-29.
11 Kim, J. (2011). A cubic model for STEAM education. The Korean Journal of Technology Education, 11(2), 124-139.
12 Kim, J. (2012). STEAM education [STEAM 교육론]. Seoul: Yangseowon.
13 Kim, S., Chung, Y., Woo, A. & Lee, H. (2012). Development of a theoretical model for STEAM education. Journal of the Korean Association for Research in Science Education, 32(2), 388-401.   과학기술학회마을   DOI
14 Kim, Y. (2003). Social network analysis [사회 연결망 분석]. Seoul: Pakyoungsa.
15 Koh, J. & Lee, M. (2010). A social network analysis of the characteristics of local environmental governance. The Korea Association for Policy Studies, 19(1), 151- 181.
16 Lee, J., Park, H. & Kim, J. (2013). Primary teachers' perception analysis on development and application of STEAM education program. Journal of Korean Elementary Science Education, 32(1), 47-59.   과학기술학회마을
17 Kwon, Y. & Lee, K. (2013). Development of integrated science and art teaching-learning programs for the improvement of creative brain activity of scientifically gifted elementary school student. Journal of Korean Elementary Science Education, 32(4), 473-484.   과학기술학회마을
18 Lee, H., Oh, Y., Kwon, H., Park, K., Han, I., Jung, H., Lee, S., Oh, H., Nam, J., Son, D., Seo, B. & An, H. (2011). Elementary school teachers' perceptions on integrated education and integrative STEM education. Korea Journal of Teacher Education, 27(4), 117-139.
19 Lee, J. (2010). The cognitive science and the convergence of interdisciplinary principles and practices. Journal of Social Sciences, 32(1), 3-46.
20 Lee, S. & Lee, H. (2013). The effects of science lesson applying STEAM education on the creativity and science related attitudes of elementary school students. Journal of Korean Elementary Science Education, 32(1), 60-70.   과학기술학회마을
21 Mitchell, J. C. (1969). Social networks in urban situations. Manchester: Manchester University Press.
22 Na, S. & Kwon, N. (2014). Exploring domestic and international elementary school convergence science education program - Korea, the U.S., and the U.K. -. Journal of Korean Elementary Science Education, 33(2), 231-241.   DOI   ScienceOn
23 Oh, H. (2012). STEAM education program development strategies for secondary schools based on the study of convergence and integrated education. Unpublished a Master's Degree Dissertation, Dankook University.
24 Sung, Y., Kim, B. & Kim, J. (2013). Teacher's recognition and needs about STEAM education in specialized high schools for technical fields. Journal of Korean Institute of Industrial Education, 38(2), 68-88.   과학기술학회마을
25 Park, H. & Leydesdorff, L. (2004). Understanding the KrKwic: A computer program for the analysis of Korea text. Journal of the Korean Data Analysis Society, 6(5), 1377-1387.
26 Popping, R. (2000). Computer-assisted text analysis. London: Sage.
27 Shin, Y. & Han, S. (2011). A study of the elementary school teachers' perception in STEAM science, technology, engineering, arts, mathematics) education. Journal of Korean Elementary Science Education, 30(4), 514-523.   과학기술학회마을