An Approach to the Utilization of Design Thinking in Artificial Intelligence Education

Seong-Won Kim, HakNeung Go, Seung-Ju Hong, Youngjun Lee

Abstract


As artificial intelligence (AI) continues its rapid and relentless progression, the necessity for a comprehensive AI education has become increasingly evident. While South Korea has initiated various policies related to AI education, recent research has underscored the potential adverse repercussions of current instructional approaches on learners. In response to this pressing concern, the present study delves into integrating design thinking principles into AI education and meticulously assesses its impact on learning outcomes. To achieve this objective, we seamlessly amalgamated design thinking principles with AI problem-solving techniques, developing a tailor-made AI education curriculum explicitly crafted for middle school students. Subsequently, this innovative curriculum was implemented among middle school students, and their Computational Thinking (CT) competence was rigorously evaluated. The findings unequivocally establish that the infusion of design thinking into AI education significantly augmented the CT skills of the participating students. In comparison to the control group, it was discerned that middle school students who underwent AI education integrated with design thinking exhibited a statistically substantial enhancement in their Computational Thinking (CT) proficiencies. This study furnishes compelling empirical evidence that unequivocally endorses design thinking as a potent instructional approach within the domain of AI education, particularly for middle school students. Furthermore, it underscores the necessity of embracing innovative pedagogical methodologies in AI education to equip the younger generation with the indispensable skills to adeptly navigate the perpetually evolving landscape of an AI-driven future.

Keywords


Design thinking; artificial intelligence education; computational thinking; middle school student; computing education

Full Text:

PDF

References


Borges, A. F., Laurindo, F. J., Spínola, M. M., Gonçalves, R. F. and Mattos, C. A., "The strategic use of artificial intelligence in the digital era: Systematic literature review and future research directions," International Journal of Information Management, Vol. 57, 102225, Apr. 2021. DOI: 10.1016/j.ijinfomgt.2020.102225

Long, D. and Magerko, B., "What is AI literacy?," Competencies and design considerations. In Proceedings of the 2020 CHI conference on human factors in computing systems (pp. 1-16), Apr. 2020. DOI: 10.1145/3313831.3376727

Chen, X., Zou, D., Xie, H., Cheng, G. and Liu, C., "Two decades of artificial intelligence in education," Educational Technology & Society, vol. 25, no. 1, pp. 28-47, 2022.

Keser, H. and Semerci, A., "Technology trends, Education 4.0 and beyond," Contemporary Educational Researches Journal, vol. 9, no. 3, pp. 39-49, 2019. DOI: 10.18844/cerj.v9i3.4269

Ng, D. T. K., Leung, J. K. L., Chu, S. K. W. and Qiao, M. S., "Conceptualizing AI literacy: An exploratory review," Computers and Education: Artificial Intelligence, vol. 2, 100041, 2021. DOI: 10.1016/j.caeai.2021.100041

Pande, M. and Bharathi, S. V., "Theoretical foundations of design thinking–A constructivism learning approach to design thinking," Thinking Skills and Creativity, vol. 36, 100637, Jun. 2020. DOI: 10.1016/j.tsc.2020.100637

Panke, S., "Design thinking in education: Perspectives, opportunities and challenges," Open Education Studies, vol. 1, no. 1, pp. 281-306, 2019. DOI: 10.1515/edu-2019-0022

Zhang, S., Sun, Y., Wen, Z. and Ge, Q., "A Review: Implementation of Design Thinking Education in K-12," In Advances in Ergonomics in Design: Proceedings of the AHFE 2021 Virtual Conference on Ergonomics in Design, July 25-29, 2021, USA (pp. 504-511). Springer International Publishing, 2021. DOI: 10.3390/app12168077

Buchanan, R., "Systems thinking and design thinking: The search for principles in the world we are making," She Ji: The Journal of Design, Economics, and Innovation, vol. 5, no. 2, pp. 85-104, 2019, DOI: 10.1016/j.sheji.2019.04.001

Brown, T., "Design thinking," Harvard business review, 86(6), 84, 2008.

Razzouk, R. and Shute, V., "What is design thinking and why is it important?. Review of educational research, vol. 82, no. 3, pp. 330-348, Sep. 2012, DOI: 10.3102/0034654312457429

Lee, S., "Analyzing the effects of artificial intelligence (AI) education program based on design thinking process," The Journal of Korean Association of Computer Education, vol. 23, no. 4, pp. 49-59, 2020. DOI: 10.32431/kace.2020.23.4.005

Song, Y. and Lim, C., "Development of an instructional model for Design Thinking-based AI service planning program for high school students," Journal of Korean Association for Educational Information and Media, Vol. 27, No. 2, pp. 619-650, 2021.

Hong, S. J., Kim, S. W. and Lee, Y., "The Effect of Design Thinking Based Artificial Intelligence Education Programs on Middle School Students’ Creative Problem Solving Ability," Journal of The Korea Society of Computer and Information, vol. 28, no. 2, pp. 227-234, 2023. DOI: 10.9708/jksci.2023.28.02.227

Lee, D., Hwang, J. Y., Lee, Y. and Kim, S. W., "Informatics and Artificial Intelligence (AI) Education in Korea: Situation Analysis Using the Darmstadt Model," JOIV: International Journal on Informatics Visualization, vol. 6, no. 2, pp. 427-444, 2022. DOI: 10.30630/joiv.6.2.1000

Chen, L., Chen, P. and Lin, Z., "Artificial intelligence in education: A review," Ieee Access, vol. 8, 75264-75278, 2020.

Wong, G. K., Ma, X., Dillenbourg, P. and Huan, J., "Broadening artificial intelligence education in K-12: where to start?," ACM Inroads, vol. 11, no. 1, pp. 20-29, Mar. 2020. DOI: 10.1145/3381884

Yang, W., "Artificial Intelligence education for young children: Why, what, and how in curriculum design and implementation," Computers and Education: Artificial Intelligence, vol. 3, 100061, 2022. DOI: 10.1016/j.caeai.2022.100061

Shin, S., Ha, M. and Lee, J., "Exploring Elementary School Students’ Image of Artificial Intelligence, Journal of Korean Elementary Science Education, vol. 37, no. 2, pp. 126-146, 2018.

Kim, S. W., Lee, S., Jung, E. J., Choi, S. and Lee, Y., "Korean Elementary and Secondary School Students’ Attitudes toward Artificial Intelligence according to School Level," Korean Journal of Teacher Education, vol. 37, no. 3, pp. 131-153, 2021

Kim, B., "Analysis of the Relationship between Metaphor Type and Attitudes for Artificial Intelligence in Middle School Students," EDUCATIONAL RESEARCH, vol., 85, pp. 123-140, DOI: 10.17253/swueri.2022.85..007

Park, J. and Shin, N., "Students' perceptions of Artificial Intelligence Technology and Artificial Intelligence Teachers," The Journal of Korean Teacher Education, vol. 34, no. 2, pp. 169-192, 2017. DOI: 10.24211/tjkte.2017.34.2.169

Cho, S. Cho, Y., Kim, H. and Kim, H., "The influence of elementary school students’ anthropomorphism of AI on the attitude and the career hope toward AI," The Journal of Learner-Centered Curriculum and Instruction, 22(17), 165-181, 2022. DOI: 10.22251/jlcci.2022.22.17.165

Han, A., Kim, J. and Wohn, K., "Entry: visual programming to enhance children's computational thinking," In Adjunct Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers (pp. 73-76), Sep. 2015. DOI: 10.1145/2800835.2800871

Gim, N. G., "Development of life skills program for primary school students: Focus on entry programming. Computers, vol. 10, no. 5, pp. 56, 2021. DOI: 10.3390/computers10050056

Poulakis, E. and Politis, P., "Computational thinking assessment: literature review," Research on E-Learning and ICT in Education: Technological, Pedagogical and Instructional Perspectives, pp. 111-128, Mar. 2021.

Cutumisu, M., Adams, C. and Lu, C., "A scoping review of empirical research on recent computational thinking assessments," Journal of Science Education and Technology, vol. 28, no. 6, pp. 651-676, Nov. 2019.

Wing, J. M., "Computational thinking," Communications of the ACM, vol. 49, no. 3, pp. 33-35, 2006. DOI: 10.1145/1118178.1118215

Grover, S. and Pea, R., "Computational thinking in K–12: A review of the state of the field," Educational researcher, vol., 42, no. 1, pp. 38-43, 2013. DOI: 10.3102/0013189X1246305

Frezza, S., Clear, T. and Clear, A., "Unpacking Dispositions in the CC2020 Computing Curriculum Overview Report," In 2020 IEEE Frontiers in Education Conference (FIE) (pp. 1-8). IEEE, Oct. 2020.

Tsai, M. J., Liang, J. C. and Hsu, C. Y., "The computational thinking scale for computer literacy education," Journal of Educational Computing Research, vol. 59, no. 4, pp. 579-602, Nov. 2021. DOI: 10.1177/0735633120972356

Tsai, M. J., Liang, J. C., Lee, S. W. Y. and Hsu, C. Y., "Structural validation for the developmental model of computational thinking," Journal of Educational Computing Research, vol. 60. no. 1, pp. 56-73, 2022. DOI: 10.1177/07356331211017794

Choi, J., An, S. and Lee, Y., "Computing education in Korea—current issues and endeavors. ACM Transactions on Computing Education (TOCE), vol. 15. no. 2, pp. 1-22, 2015. DOI: 10.1145/2716311

Kim, S. W. and Lee, Y., "Effects of Science, Mathematics, and Informatics Convergence Education Program on Middle School Student’s Computational Thinking," The Journal of Korean Association of Computer Education, vol. 24, no. 3, pp. 1-10, 2021. DOI : 10.32431/kace.2021.24.3.001

Kim, S. W. and Lee, Y., "Computational Thinking of Middle School Students in Korea," Journal of The Korea Society of Computer and Information, vol. 25, no. 5, pp. 229-241, 2020. DOI: 10.9708/jksci.2020.25.05.229

Nam, Y., Yoon, J., Kuem, J. and Jeong, J., "SEM-CT: Comparison of Problem Solving Processes in Science(S), Engineering(E), Mathematic(M), and Computational Thinking(CT)," The Journal of Korean Association of Computer Education, vol. 22, no. 3, pp. 37-54, 2019

Kim, S. W. and Lee, Y., "Developing Students’ Attitudes toward Convergence and Creative Problem Solving through Multidisciplinary Education in Korea. Sustainability, 14(16), 9929, 2022.




DOI: http://dx.doi.org/10.18517/ijaseit.13.6.19042

Refbacks

  • There are currently no refbacks.



Published by INSIGHT - Indonesian Society for Knowledge and Human Development