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http://dx.doi.org/10.14352/jkaie.2022.26.2.97

Development of SW-STEAM Education Program Using Monte Carlo Simulation: Focusing on Mendelian Inheritance  

Kim, Bongchul (Jeju National University)
Yoo, Hyejin (Jeju National University)
Oh, Seungtak (Jeju National University)
Namgoong, Dongkook (Jeju National University)
Kim, Jonghoon (Jeju National University)
Publication Information
Journal of The Korean Association of Information Education / v.26, no.2, 2022 , pp. 97-104 More about this Journal
Abstract
As the era of digital transformation begins in earnest, the importance of convergent thinking based on software, artificial intelligence, and big data is increasing. In line with these social needs, this study developed a 5th hour SW-STEAM education program using Monte Carlo simulation techniques for Mendelian inheritance in the field of life science. By programming and implementing Mendelian inheritance using Monte carlo simulation, the program was organized so that not only convergent thinking skills but also related knowledge could be understood in depth. In order to verify the validity of the developed education program, 11 experts in related fields were requested to test the content validity, and the validity was verified by meeting the CVR reference value of 0.59 suggested by Lawshe.
Keywords
Monte carlo simulation; Life science; Mendelian inheritance; SW-STEAM education; Content Validity Ratio(CVR);
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  • Reference
1 Kim,M.Y.(2019). Development and Application of Mendelian Inheritance Learning Program Using History of Science. Sookmyung Women's University, Master's Thesis.
2 Lee,H.G.(2015). An analysis of Learning effects on using scratch in a 4th Grade Science class -Focusing on Life Cycle of Plants-, Korea National University of Education, Ph.D. Thesis.
3 Kang,M.H.,Kim,H.S.&Lee,J.M.(2011). The Effects of Flow and Cognitive Presence on Learning Outcomes in a Middle School Science Class using Web-based Simulation. The journal of Educational Information and Media, 17(1), 39-61.
4 Heo,N.G.,Kang,H.I.(2015). Study on Teachers' Understanding on Generating Random Number in Monte Carlo Simulation. Journal of Korea Society Educational Studies in Mathematics School Mathematics,. 17(2), 241-255.
5 Lawshe, C. H. (1975). A quantitative approach to content validity. Personnel psychology, 28(4), 563-575.   DOI
6 Shin,D.B.(2007). Forecasting Exchange Rates by Monte Carlo Simulation, Journal of Industrial Economics and Business, .20(5), 2075-2093.
7 Korean Minister of Education(2015). Software Education Operating Guide.
8 Kim,H.U.,Mun,S.Y.(2020). Development and Exploration Educational Application of Science Simulations for Projectile Motion utilizing ENTRY. Journal of Learner-Centered Curriculum and Instruction, 20(16), 1395-1418.   DOI
9 Choi,Y.H.(2013). A Study of the effectiveness of Inquiry Based Instruction Using Computer Simulation. Joongbu University, Master's Thesis.
10 Kang,M.H.,Kim,H.S.&Lee,J.M.(2011). The Effects of Flow and Cognitive Presence on Learning Outcomes in a Middle School Science Class using Web-based Simulation. The journal of Educational Information and Media, .17(1), 39-61.
11 Kim,H.U.,Mun,S.Y.(2020). Development and Exploration Educational Application of Science Simulations for Projectile Motion utilizing ENTRY. Journal of Learner-Centered Curriculum and Instruction, 20(16), 1395-1418.   DOI
12 Kim,H.R.(2019), The Development and Application of the SW-STEAM Program Using Unplugged Computing for Elementary Science Class - Focused on the Unit of the Structure and Function of Our Body -. Biology Education, .47(2), 213-222.   DOI
13 Park, G.R.(2020). Development of Learning Materials for Computational Thinking Education. The Journal of Korean Practical Arts Education, 26(1), 33-50.   DOI
14 Lee,J.S.(2003). The Effect of Multimedia Instruction using Simulation on Achievement and Attitude toward science of Middle School Students. Ewha Womans University, Master's Thesis.
15 Wing, J. M. (2006). Computational thinking. Communications of the ACM, 49(3), 33-35.   DOI