Meta-analysis of the programming learning effectiveness depending on the teaching and learning method (교수학습방법별 프로그래밍 학습 효과 메타분석)

SeongKyun Jeon (전성균); Lee Youngjun (이영준)

doi:10.9708/jksci.2017.22.11.125

Meta-analysis of the programming learning effectiveness depending on the teaching and learning method

Journal of The Korea Society of Computer and Information
Abbr : JKSCI
2017, 22(11), pp.125-133
DOI : 10.9708/jksci.2017.22.11.125
Publisher : The Korean Society Of Computer And Information
Research Area : Engineering > Computer Science
Received : September 25, 2017
Accepted : October 19, 2017
Published : November 30, 2017

SeongKyun Jeon ¹, Lee Youngjun ²

¹한국교육과정평가원
²한국교원대학교

Accredited

ABSTRACT

Recently, as the programming education has become essential in school, discussion of how to teach programming has been important. This study performed a meta-analysis of the effect size depending on the teaching and learning method for the programming education. 78 research data selected from 45 papers were analyzed from cognitive and affective aspects according to dependent variables. The analysis from the cognitive aspect showed that there was no statistically significant difference in the effect size depending on whether or not the teaching and learning method was specified in the research paper. Meta-analysis of the research data where the teaching and learning method was designated displayed significances in CPS, PBL and Storytelling. Unlike the cognitive aspect, the analysis from the affective aspect showed that the effect size of the research data without the specified teaching and learning method was larger than those with specified teaching and learning method with a statistical significance. Meta-analysis of the data according to the teaching and learning method displayed no statistical significance. Based upon these research results, this study suggested implications for the effective programming education.

KEYWORDS

Programming Education, Meta Analysis, Teaching and Learning Methods

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* References for papers published after 2023 are currently being built.

[report] Soojin Kim / 2014 / Finding from ICILS for Korea: ICILS 2013 international results / KICE

[journal] Brown, N / 2013 / Restart: the resurgence of computer science in UK schools / ACM Transactions on Computing Education 1(1)

[web] The CSTA Standards Task Force / CSTA K-12 Computer Science Standards / http://csta.hosting.acm.org/csta/csta/Curriculum/sub/CurrFiles/CSTA_K-12_CSS.pdf

[book] Ministry of Education / 2015 / 2015 Revised National Curriculum

[journal] 김성원 / 2016 / Development of a Software Education Curriculum for Secondary Schools / 한국컴퓨터정보학회논문지 / 한국컴퓨터정보학회 21(8) : 127~141

[other] Ministry of Education / 2016 / Basic plan for activating software education / Press Releases

[journal] Doo-soon Park / 1992 / A study on the new Curriculum of Computer Education in Elementary Schools / The Journal of Soonchunhyang University 15(3) : 945~951

[journal] Robins, A / 2012 / Learning and teaching programming: A review and discussion / Computer Science Education 13(2) : 137~172

[journal] 전성균 / 2012 / The Effect of CPS Programming Model on promoting Elementary school students' divergent thinking / 컴퓨터교육학회 논문지 / 한국컴퓨터교육학회 15(2) : 1~8

[journal] Meerbaum-Salant, O / 2013 / Learning computer science concepts with Scratch / Computer Science Education 23(3) : 239~264

[journal] 전성균 / 2014 / Art based STEAM Education Program using EPL / 한국컴퓨터정보학회논문지 / 한국컴퓨터정보학회 19(4) : 149~158

[book] Guzdial, M / 2004 / Computer Science Education Research / Taylor & Francis : 127~154

[journal] Milne, I / 2002 / Difficulties in learning and teaching programming—views of students and tutors / Education and Information technologies 7(1) : 55~66

[journal] Resnick, M / 2009 / Scratch: Programming for all / Communications of the ACM 52(11) : 60~67

[journal] Karin Archer / 2014 / Examining the effectiveness of technology use in classrooms: A tertiary meta-analysis / Computers & Education 78 : 140~149

[journal] Jo E. Hannay / 2009 / The effectiveness of Pair Programming: A meta-analysis / Information and Software Technology 51(7) : 1110~1122

[journal] Wouters, P / 2013 / A meta-analytic review of the role of instructional support in game-based learning / Computers & Education 60(1) : 412~425

[journal] 양창모 / 2014 / Comparison of the Effects of Robotics Education to Programming Education Using Meta-Analysis / 정보교육학회논문지 / 한국정보교육학회 18(3) : 413~422

[book] Cohen, J / 1988 / Statistical power analysis for the Behavioral Sciences / Lawrence Erlbaum Associates

[book] SungDong Hwang / 2014 / Understanding meta-analysis / Hakjisa

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Journal of The Korea Society of Computer and Information 2023 KCI Impact Factor : 0.65

Meta-analysis of the programming learning effectiveness depending on the teaching and learning method

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* References for papers published after 2023 are currently being built.

Journal of The Korea Society of Computer and Information 2023 KCI Impact Factor : 0.65

Meta-analysis of the programming learning effectiveness depending on the teaching and learning method

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* References for papers published after 2023 are currently being built.