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The Effect of Education Data Visualization using Unplugged Program on the Computational Thinking of Third Grade Students

언플러그드 방식을 활용한 데이터 시각화 교육이 초등학교 3학년 학생의 컴퓨팅 사고력에 미치는 효과

  • Received : 2019.03.13
  • Accepted : 2019.08.14
  • Published : 2019.08.31

Abstract

In this study, an unplugged education method which focuses on the data visualization training was applied to third grade students of an elementary school and analyzed its impact on enhancing their computational thinking. The analysis was conducted on 60 elementary school teachers and 124 third grade students and the unplugged education program based on the data visualization procedure was developed. The education program developed was carried out with 24 third grade students for 36 hours over six days. The effect of the program applied was analyzed through the pre-to-post comparison performed with perceptive strength test and creativity test in order to examine the enhancement in computational thinking. According to the analysis result, the unplugged education method which focuses on the data visualization training has significant effect on the 'computational perception' and 'creativity' of third grade students.

본 연구에서는 데이터 시각화 교육에 초점을 맞춘 언플러그드 교육 방식을 초등학교 3학년 학생들에게 적용하여 컴퓨팅 사고력 향상에 미치는 효과를 분석해 보았다. 현직 초등교사 60명과 초등학교 3학년 학생 124명을 대상으로 실시한 요구분석 결과를 바탕으로, 데이터 시각화의 절차에 따른 언플러그드 교육 프로그램을 개발하였다. 개발한 교육 프로그램을 초등학교 3학년 학생 24명에게 총 6일 동안 36시간의 수업을 진행하였다. 컴퓨팅 사고력 증진을 살펴보기 위해 계산적 인지력 검사지와 창의성 검사지로 실시한 사전 사후 비교 검사를 통해 적용한 프로그램의 효과를 분석하였다. 분석결과 데이터 시각화 교육에 초점을 맞춘 언플러그드 교육 방식은 초등학교 3학년 학생들의 '계산적 인지력'과 창의성에 유의미한 효과가 있는 것으로 확인되었다.

Keywords

References

  1. Na Jung Eun (2015). Computational Thinking Curriculum Development, Korean Association of general Education conference, 2015(11), 161-166.
  2. Yongmin Kim.Jonghoom Kim (2017). Effect of data visualization using scratch on improvement of creativity of preliminary coding instructors.
  3. Wing, J. M.(2006). Computational Thinking. Communications of the ACM, 49(3), 33-35. https://doi.org/10.1145/1118178.1118215
  4. Choi Kwang-sun, Ham Young-kyung, and Kim Sun-ho (2013). Visualize big data. Journal of the Korean Computer Information Society. 21(1), 33-43.
  5. Few, S.(2010). Data Visualization for Human Perception the Interaction-Design.org Foundation. Encyclopedia of Human-Computer Interaction, Ch.6. (Retrieved from) http://www.interaction-design.org/encyclopedia/data_visualization_for_human_perception.html.
  6. Friedman. V.(2008). Data Visualization and Infographics in Graphics. Monday Inspiration, January 14th.
  7. Friendly, M.(2009). Milestones in the history of thematic cartography, statistical graphics, and data visualization. (Retrived from) http://www.math.yorku.ca/SCS/Gallery/milestone.pdf.
  8. Kim Soo-Jin (2018). Design and Effectiveness Evaluation of Curriculum for Programming Education in Lower Grade of Primary Schools.
  9. Koo Young Eun (2015). An Effect of Unplugged Education baced on Play Learning for Lower Grade in Elementary School.
  10. Byoungrae Han (2013). The Research of Unplugged Computing Method for Computational Thinking in Elementary Informatics Education.
  11. Byengsu Kim (2014). Programming Education Program based on PPS to Improve Computational Thinking Ability.
  12. Ministry of Education. (2015:2).
  13. Young-Jun Lee, Eun-Kyoung Lee(2008). The Nature and perspective of Informatics Education. The Journal of Korean association of computer education 11(3). pp. 1-11. https://doi.org/10.32431/KACE.2008.11.3.001
  14. Bell, T., Witten I., and Fellows, M.(2015). CS Unplugged : An enrichment and ex-tensionprogramme for primary-aged students.
  15. Minjin Jang (2017). The effect of Umplugged Learning on Elementary School Student's Talent: Focus on Logical Thinking and Creative Propensity.
  16. YoungUk Jeon.Byong-Rae Han (2018). The Effect of Unplugged Cooperative Learning Activies of the Cooperating Study Methods on the Improvement of Computational Thinking in the upper grades Elementary Students.
  17. Lee Ji-sun (2013). A Study on Visualization Methods and Expressions of Information Design for Big Data Basic Formulation Studies, 14(3) 261-269.
  18. Park Ji-wan and Kim Hyo-young (2011). Artistic Data Visualization Review. Digital Design Study, 11(3) 194-202.
  19. Keim, D., Mansmann, F., Schneidewind M., Ziegler, H. (2006). Applications of Data Mining Techniques in Higher Education International Journal of Advanced Computer Science and Applications, 2(3), 80-84.
  20. Yongsun Park (2012). Domestic Research Trend on Computer Science Education Using Unplugged Learning Method Journal of Computer Information Society of Korea. 20(2), 167-170. https://doi.org/10.9708/jksci.2012.17.3.167
  21. Sun Kwan Han (2010). A Educational Program for Elementary Information Gifted Student using Unplugged Computing and EPL. Journal of The Korean Association of information Education. 15(1), 31-38.
  22. Jung Ah Kim (2009). Development of Games for the Advance of the Creativity -Based on Algorithm Elements. The Korea Contents Society. 9(7), 390-401. https://doi.org/10.5392/JKCA.2009.9.7.390
  23. Yong Min Kim (2018). Data Science Education Program to Improve Computational Thinking and Creativity. Jeju National University.
  24. Ji Soo Park (2017). The Effect of Classes Using Map as Data Visualization Tool on Learning Attitude and Academic Achievement in Elementary Social Studies Education. Busan National University.
  25. Hae Yong Jung (2018). The Types and Roles of Infographics and General Illustrations in the Visualization Materials of Elementary Science Textbooks. Gyeongin National University.

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