The Development and Application of a MCPS (Motivation and Creative Problem Solving) Instructional Model in Computing Liberal Arts for Non-Majors

Hee Jung Park (1), Yong Ju Jeon (2)
(1) Department of Creativity Software, Andong National University, Gyeongdongro 1375, Andong, GyeongBuk, Republic of Korea
(2) Department of Computer Education, Andong National University, Gyeongdongro 1375, Andong, GyeongBuk, Republic of Korea
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Park, Hee Jung, and Yong Ju Jeon. “The Development and Application of a MCPS (Motivation and Creative Problem Solving) Instructional Model in Computing Liberal Arts for Non-Majors”. International Journal on Advanced Science, Engineering and Information Technology, vol. 14, no. 5, Oct. 2024, pp. 1534-52, doi:10.18517/ijaseit.14.5.19870.
The purpose of this study is to develop and validate a learning motivation and creative problem-solving MCPS instructional model for non-majors in a computing liberal arts course. This study aimed to propose a specific method for conducting a computing liberal arts class tailored for non-majors. The research was divided into two phases: model development and model application studies. In the model development study, we formulated the MCPS instructional model and lesson design by integrating Papert's constructionism learning principles, addressing the challenges in computing education for non-majors, and incorporating various teaching methods identified from related research. In addition, to improve the completeness of the instructional model, we developed an evaluation rubric that considered both content and evaluation aspects through expert review. In the model application study, we validated the effectiveness of this instructional model by implementing it in a university class. We employed various research analysis methods to derive further insights and implications. Research suggests that the traits of Papert's constructionism learning theory can enhance learner engagement and foster creative problem-solving in computing education when utilizing the MCPS instructional model. This model, as proposed in the study, can effectively serve as a pedagogical approach for delivering semester-long or more extensive computing liberal arts courses tailored for non-majors in college. We anticipate that the outcomes of this study will contribute to the establishment of robust computing education programs in universities, particularly at a time when the demand for computing education among non-majors is increasing, and its significance is growing.

Joint Ministries of South Korea, “Comprehensive Plan for Digital Talent Development,” Aug. 22, 2022. [Online]. Available: https://www.moe.go.kr/boardCnts/viewRenew.do?boardID=72769&boardSeq=92573&lev=0&searchType=null&statusYN=W&page=1&s=moe&m=0315&opType=N.

Ministry of Science and ICT press release, “The Ministry of Science and ICT. Digital 1 million talent training starts in earnest,” Jan. 19, 2023. [Online]. Available: https://www.msit.go.kr/bbs/view.do?sCode=user&nttSeqNo=3182645&pageIndex=1&searchTxt=%EC%86%8C%ED%94%84%ED%8A%B8%EC%9B%A8%EC%96%B4&searchOpt=ALL&bbsSeqNo=94&mId=113&mPid=238.

Ministry of Science and ICT, “Announcing the 2022 Software Centers of Excellence”, No. 2022-0092, Jan. 27, 2022. [Online]. Available: https://www.msit.go.kr/bbs/view.do?sCode=user&mId=129&mPid=128&bbsSeqNo=100&nttSeqNo=3177544.

S. Y. Hong et al., “Exploratory study on the model of the software educational effectiveness for non-major undergraduate students,” Journal of The Korean Association of Information Education, vol. 23, no. 5, pp. 427–440, 2019. DOI: 10.14352/jkaie.2019.23.5.427.

J. E. Nah, “Software Education Needs Analysis in Liberal Arts,” Korean Journal of General Education, vol. 11, no. 3, pp. 63–89, 2017.

J. Y. Seo, “A case study on programming learning for non-majors to nurture SW convergence talents,” Journal of Digital Convergence, vol. 15, no. 7, pp. 123–132, 2017. doi: 10.14400/JDC.2017.15.7.123.

M. J. Lee, “Exploring the Effect of SW Programming Curriculum and Content Development Model for Non-majors College Students: Focusing on Visual Representation of SW Solutions,” Journal of Digital Contents Society, vol. 18, no. 7, pp. 1313–1321, 2017. doi:10.9728/dcs.2017.18.7.1313.

H. J. Choi, “The Programming Education Framework for Programming Course in University,” The Journal of Korean Association of Computer Education, vol. 14, no. 1, pp. 69–79, 2011.

J. C. Shin, “The Effects of Computational Thinking-based Liberal Education on Problem Solving Ability,” Journal of the Korea Institute of Information and Communication Engineering, vol. 14, no. 4, pp. 83–95, 2020.

H. S. Kim, “Analysis of Non-Computer Majors’ Difficulties in Computational Thinking Education,” The Journal of Korean Association of Computer Education, vol. 18, no. 3, pp. 49–57, 2015.

G. J. Park and Y. J. Choi, “Exploratory Study on the Direction of Software Education for the Non-major Undergraduate Students,” The Journal of Education & Culture, vol. 24, no. 4, pp. 273–292, 2018.

D. I. Park, “Relationship between learning motivation, metacognition, and creative problem-solving skills in social studies classes in elementary school based on the Creative Problem Solving model,” M.S. thesis, Dept. Educational Technology, Ewha Womens Univ., Seoul, Korea, 2007.

H. W. Kim, “A Study on the Design and Operation of Liberal Arts College for Improving Creativity of University Students,” The Journal of Creativity Education, vol. 18, no. 4, pp. 91–14, 2018. doi:10.36358/JCE.2018.18.4.91.

H. J. Park, “The Development and Application of a MCPS (Motivation and Creative Problem Solving) Instructional Model for Computing Liberal Arts for Non-Majors,” Ph.D. dissertation. Dept. of Creativity Software, Andong National Univ., Andong, Korea, 2023.

ACM and IEEE-CS, “Computing Curricula 2020,” A Computing Curricula Series Report, Dec, 31, 2020.

S. H. Kim, “A Survey on the Needs of Non-Major University Students for Coding Education Programs Status,” Master thesis. Sungsil Univ., Counseling Education Psychology, Seoul, Korea, 2021.

E. S. Kang, “Structural Software Education Model for Non-majors - Focused on Python,” Digital Contents Society. vol. 20, no. 12, pp. 2423–2432, 2019. doi: /10.9728/dcs.2019.20.12.2423.

M. S. Lim, “A Study on the Design of Creative Coding Educational Platform. Digital Contents Society,” Journal of Digital Contents Society, vol. 21, no. 2, pp. 439–444, 2020. doi:10.9728/dcs.2020.21.2.439.

M. J. Oh, “Analysis of Effects of Scratch Programing Education to Improve Computational Thinking,” Korea Association for Educational Information and Media. vol. 24, no. 2, pp. 255–275, 2018.

Y. J. Kim, “The Development and Application of Computational Thinking based Test Driven Problem Solving(CT-TDPS) Learning Model for Problem Solving Programming Education,” Ph.D. Dissertation. Korea National Univ., Cheongju, Korea, 2021.

W. S. Sohn, “A Developing a Teaching-Learning Model of Software Education for Non-major Undergraduate Students,” Korean Institute for Practical Engineering Education, vol. 9, no. 2, pp. 107–117, 2017. doi: 10.14702/JPEE.2017.107.

H. J. Jeon, “Development and Application of SW·AI Teaching·Learning Model SAGE to Improve the Creative Convergence Competency of Preservice Teachers,” Ph.D. Dissertation. Computer Korea National Univ., Cheongju, Korea, 2022.

S. K. Choi, “The Development of Multiple Project Based Coding Education Model focused on Computational thinking,” Ph.D. Dissertation. Kyung Hee Univ., Seoul, Korea, 2019.

H. R. Kim, “A Study on the meaning of Social Constructionist Approaches to Coding Education,” Journal of the Korean Association of Information Education, vol. 25, no. 1, pp. 217–226, 2021.

I. A. Kang, “Why constructivism?” Munumsa, Yongin, Gyeonggi-do, Korea: 1997.

J. G. Sung, “An Exploratory Study of the Utilization of Virtual Reality as the Expansion of Maker Education Space,” Ph.D. Dissertation, Dept. of Education, Seoul National Univ., Seoul, Korea, 2017.

S. Papert, “Mindstorms: Children, computers, and powerful ideas,” Basic Books, Inc., 1980.

E. Ackermann, “Piaget’s Constructivism, Papert’s Constructionism: What’s the difference?” Future of learning group publication, vol. 5, no. 3, pp. 438, 2001.

S. Papert and I. Harel, “Situating constructionism,” Constructionism, vol. 36, no. 2, pp. 1–11, 1991.

A. Alanazi, “A Critical Review of Constructivist Theory and the Emergence of Constructionism” American Research Journal of Humanities and Social Sciences, vol. 2, pp. 1-8, 2016. doi:10.21694/2378-7031.16018.

S. Papert, “Constructionism: A new opportunity for elementary science education. Massachusetts Institute of Technology,” Media Laboratory, Epistemology and Learning Group, 1986.

H. J. Choi and Y. J. Jeon, “Informatics Education, 3rd edition,” Hanbit Academy, Seoul, Korea: 2023. ISBN: 9791156646471

S. Gary, “An Investigation of Constructionism in the Maine Youth Center,” Ph.D. dissertation, The University of Melbourne, Australia, 2006.

Y. J. Jeon, “The Development and Application of a CT-CPS (Computational Thinking-based Creative Problem Solving) Instructional Model for the Software Education of New Curriculum,” Ph.D. dissertation, Dept. of Gifted Information Education, Korea National Univ., Cheongju, Korea, 2017.

H. W. Jung, “A study on basic software education applying a step-by-step blinded programming practice,” The Society of Digital Policy & Management, vol. 17, no. 3, pp. 25–33, 2019. doi:10.14400/JDC.2019.17.3.025.

S. I. Park et al., “Understanding the pedagogy of instructional methods,” Company of Educational Science, Paju, Gyeonggi-do, Korea: 2011.

I. A. Kang, H. J. Yoon and J. W. Hwang, “Maker Education: Constructivism Reunited in the Age of the 4th Industrial Revolution,” Naeha Publishing House, Seoul, Korea: 2017.

S. J. Jun, “Design and Effect of Development-Oriented Model for Developing Computing Thinking in SW Education,” Journal of the Korean Association of Information Education, vol. 21, no. 6, pp. 619–627, 2017.

K. S. Oh and S. J. Ahn, “A study on the development of educational contents about computational thinking,” The Journal of Korean Association of Computer Education, vol. 19, no. 2, pp. 11–20, 2016.

C. Lawshe, “A quantitative approach to content validity,” Personnel Psychology, vol. 28, no. 4, 563–575, 1975.

M. H. Shin, “A Study on the Development and Application of Rubrics for Performance Assessment in Terms of Promoting Program Learning Outcomes,” Journal of Engineering Education Research, vol. 15, no. 5, pp. 108–118, 2012.

K. Brennan & M. Resnick, “New framework for studying and assessing the Development of Computational Thinking,” Paper presented at annual American Educational Research Association meeting, Vancouver, BC, Canada, 2012.

CollegeBoard, “AP Computer Science Principles: Course and exam description,” Feb, 10, 2023.

M. J. Kim, G. Yoo, H. Kim: “Development of a scoring rubric based on Computational Thinking for evaluating students’ computational artifacts in a programming course,” The Journal of Korean Association of Computer Education, vol. 20, no. 2, pp. 1–11, 2017.

S. H. Kim, “The development of an assessment Rubric of App-inventor program based on process-focused assessments,” M.S. thesis, Dept. Computer Education, Korea Univ., Seoul, Korea, 2019.

D. L. Gang, "Effects of process-oriented and result-oriented learning motivation methods on learning motivation and academic achievement," Master's thesis, Dept. of Curriculum Major, Korea National Univ., Cheongju, Korea, 1996.

Pintrich, P. R., & De Groot, E. V, “Motivational and self-regulated leaning components of classroom academic performance.” Journal of Educational Psychology. Vol. 82, pp. 33- 40. 1990.

S. H. Cho, "Research on the development of a simple creative problem-solving test (I), "Korea Educational Development Institute, No. CR2001-33, ISBN: 8983884843

S. J. Hwang, T. H. Jung & H. J. Lim, "Effect of Programming Education using App Inventor on Informatics Gifted Elementary Students’ Creative Problem Solving Ability and Learning Flow," Master's thesis, Dept. of Gifted Information Education, Korea National Univ., Cheongju, Korea, 2015.

H. J. Park, H. Kim, J. Choi, Y. Jeon, “Development of Teaching Efficacy Instrument in Informatics (Software and AI) Subject,” The Journal of Korean Association of Computer Education, vol. 24, no. 4, pp. 39–52, 2021.

H. J. Park and Y. J. Jeon, "A Design and Application of Software Liberal Arts Course based on CT-CPS Model for Developing Creative Problem-Solving Ability and Learning Motivation of Non-software Majors," IJIV., Vol. 6, No. 2, 2022. doi: 10.30630/joiv.6.2.996.

E. A. Locke, E. Frederick and E., Lee, C., & P. Bobko, “Effect of self-efficacy, goals, and task strategies on task performance,” Journal of Applied Psychology, vol. 69, no. 2, pp. 241, 1984.

S. W. Kim and Y. J. Lee, "Effects of Software Education Using Robots in the Creative Problem-Solving Ability of Middle School Students," The Journal of Korean Association of Computer Education, vol. 23, no. 5, pp. 13–22, 2020, doi:10.32431/kace.2020.23.5.002.

K. R. Park and M. R. Park, "Development and Application of Artificial Intelligence Job Creation Career Education Program focused on Constructivist Learning Environments for Elementary School Students.", The Journal of Korean Association of Computer Education, vol. 26, no. 5, pp. 13–30. 2023. doi:10.32431/kace.2023.26.5.002.

M. W. Lee and S. S. Kim, "The Effect of Maker Education Program Utilizing Virtual Reality Creation Platform on Creative Problem Solving Ability and Learning Flow," The Journal of Korean Association of Computer Education, vol. 23, No. 5, pp. 65–72. 2020 doi:10.32431/kace.2020.23.2.007.

W. Y. Chang, The Effects of Online Judge System on Motivation and Thinking in Programming Education: Structural Relationships between Factors," Vol. 24, No. 5, pp. 1–16, doi:10.32431/kace.2021.24.5.001.

G. S. Noh, "Statistical analysis SPSS & AMOS for writing papers with proper knowledge," Seoul, Korea: Hanbit Academy, 2019.

B. R. Bae, "Theory and practice of controlling and mediating effect analysis using SPSS/PROCES," Seoul, Korea: Cheongnam Book Publishing, 2021.

M. J. Kim and J. M. Kim, “An Analysis of the Current Status of SW-Centered Universities' Informatics Curriculum in Korea based on Japan's Standards for Liberal Arts Informatics Curriculum,” The , Vol. 23, No. 2, pp. 65–72. 2020, doi:10.32431/kace.2020.23.2.007.

Y. M. Go and H. S. Kim, “Analysis of the Effectiveness of an Artificial Intelligence Literacy Education Program for High School Students Based on NDIS Model,” The Journal of Korean Association of Computer Education, Vol. 26, No. 3, pp. 57–66. 2023.

J. Y. Lee, "Python big data analysis based on data science," Seoul, Korea: Hanbit Academy, 2020.

Y. J. Jeon and T. Y. Kim, "Suggestions of Instructional Strategy in the Affective Aspect through the Analysis of Causality between the Computer Learning Attitude Factors of the Non-Major Students in the Software Education Class of the Teacher Training College," Journal of Korean Association of Computer Education, vol. 19, no. 6, pp. 15–23, 2016.

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