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Research on the Effectiveness of Project-Based Learning Promoted by the Integration of Chat GPT and Argument Mapping

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DOI: 10.23977/aetp.2024.080530 | Downloads: 37 | Views: 326

Author(s)

Guo Dingxin 1, Pan Qiuyan 1

Affiliation(s)

1 School of Educational Technology, Northwest Normal University, Lanzhou, Gansu, China

Corresponding Author

Pan Qiuyan

ABSTRACT

This article aims to explore the impact of integrating Chat GPT with Argument mapping on the effectiveness of project-based learning (PBL). As a teaching method that promotes the development of students' higher-order thinking, PBL faces many challenges in practice, such as difficulties in student communication, lack of innovative thinking, and teacher dominance. Argument mapping, as a tool, help address the fragmentation of knowledge and team collaboration issues, but they also have their limitations. This study proposes that combining generative artificial intelligence (such as Chat GPT) with Argument mapping can overcome these challenges and enhance the effectiveness of PBL.The study hypothesizes that science argumentation maps empowered by Chat GPT can positively affect students' learning engagement, interest, critical thinking, and academic performance. Through experimental research, two senior high school classes from School X in City L were selected as research subjects. The experimental group used Chat GPT empowered argumentation maps to support PBL, while the control group did not use this tool. The study used both quantitative and qualitative analysis methods, measuring critical thinking with the CTDI-CV scale, and designed questionnaires to survey learning engagement and interest.

KEYWORDS

Project-Based Learning, Argument mapping, Generative Artificial Intelligence, Chat GPT, Educational Informatization

CITE THIS PAPER

Guo Dingxin, Pan Qiuyan, Research on the Effectiveness of Project-Based Learning Promoted by the Integration of Chat GPT and Argument Mapping. Advances in Educational Technology and Psychology (2024) Vol. 8: 204-219. DOI: http://dx.doi.org/10.23977/aetp.2024.080530.

REFERENCES

[1] Kızkapan, O., & Bektaş, O. (2017). The Effect of Project Based Learning on Seventh Grade Students' Academic Achievement. International Journal of Instruction, 10(1), 37-54.
[2] Bicer, A., Lee, Y., Capraro, R. M., et al. (2019). Examining the Effects of STEM PBL on Students' Divergent Thinking Attitudes Related to Creative Problem Solving. In 2019 IEEE Frontiers in Education Conference (FIE) (pp. 1-9). IEEE.
[3] Quint, J., Visher, M. G., Bangser, M. R., et al. (2019). Project-based learning: A literature review [Working paper]. Barbara Condliffe.
[4] Hu, J. K., & Tian, L. (2023). Exploration of project-based learning in Japanese primary and secondary schools: Development, challenges, and reflections. Foreign Education Research, 50(8).
[5] Wang, S. J. (2019). Project-based learning in American primary and secondary schools: Issues, improvements, and references. Basic Education Curriculum, (11), 9.
[6] Liao, B. (2020). Focusing on real-life scenarios in high school chemistry project learning to help cultivate literacy. Journal of Fujian College of Education, 021(002), 10-12.
[7] Mukhlis, M. (2024). The Effect of Chat GPT-Based Project-Based Learning Model and Digital Literacy on News Text Writing Skills. Journal of Languages and Language Teaching, 12(3), 1353-1365.
[8] Kusam, V. A. (2024). Generative-AI assisted feedback provisioning for project-based learning in CS education (Doctoral dissertation).
[9] Liang, X., & Luo, J. (2024). Integration of Chat GPT into Project-based Learning: A Course Design Framework. International Journal of Chinese Language Teaching, 5(1).
[10] Purnama, I., Edi, F., Agustin, R., & Pranoto, N. W. (2023). GPT Chat Integration in Project Based Learning in Learning: a systematic literature review. Jurnal Penelitian Pendidikan IPA, 9(Special Issue), 150-158.
[11] Watkins, M. W., & Pacheco, M. (2015). Measuring cognitive abilities: Theories, models, and new perspectives. Washington, DC: American Psychological Association.
[12] Reed, C., Walton, D., & Macagno, F. (2007). Argument diagramming in logic, law and artificial intelligence. The Knowledge Engineering Review.
[13] Cao, R. R., Chen, R., Dong, L. M., et al. (2020). Design and practice research of project-based learning based on design thinking. China Educational Technology, (13), 88-92.
[14] Shontz, N., Gu, J., Holdener, E., & Harrington, T. (2016). Using Argument Mapping to Improve Critical Thinking in Legal Education. Journal of Legal Education, 66(2), 338-361.
[15] Dwyer, C. P., Hogan, M. J., & Stewart, I. (2012). An evaluation of argument mapping as a method of enhancing critical thinking performance in e-learning environments. Metacognition and Learning, 7, 219-244.
[16] Van Gelder, T. (2002). Argument mapping with reason! able. The American philosophical association newsletter on philosophy and computers, 2(1), 85-90.
[17] Davies, M., & Barnett, R. (2015). Using Argument Mapping to Improve Critical Thinking Skills. In The Palgrave Handbook of Critical Thinking in Higher Education (pp. 183-192). Springer.
[18] Hogan, M., Harney, O., & Broome, B. (2014). Integrating Argument Mapping with Systems Thinking Tools: Advancing Applied Systems Science. Springer London. DOI: 10.1007/978-1-4471-6470-8_18.
[19] Dwyer, C. P., Hogan, M. J., & Stewart, I. (2010). The evaluation of argument mapping as a learning tool: Comparing the effects of map reading versus text reading on comprehension and recall of arguments. Thinking Skills & Creativity, 5(1), 16-22. DOI: 10.1016/j.tsc.2009.05.001.
[20] Rider, Y., & Thomason, N. (2008). Cognitive and Pedagogical Benefits of Argument Mapping: L.A.M.P. Guides the Way to Better Thinking. Springer London.
[21] Chiang, K. H., Fan, C. Y., Chien, H. L., Liu, Y. C., & Chen, G. D. (2015). DIGITAL ARGUMENT MAP AS A SCAFFOLDING TOOL TO IMPROVE ARGUMENTATIVE ESSAY READING COMPREHENSION CAPABILITY OF PRIMARY SCHOOL STUDENTS. In EDULEARN15 Proceedings (pp. 5114-5122). IATED.
[22] Suthers, D. D., Okada, A., Shum, S. B., et al. (2008). Empirical Studies of the Value of Conceptually Explicit Notations in Collaborative Learning. Springer London. DOI: 10.1007/978-1-84800-149-7_1. 
[23] Mem, E. K., & Karaku, E. (2021). An evaluation of academic achievements through the use of argument and concept maps embedded in argumentation-based inquiry. Asia Pacific Education Review, 22(1). DOI: 10.1007/s12564-021-09679-9.
[24] Ngajie, B. N., Li, Y., & Su, C. Y. (2018, December). Analyzing Critical Thinking Elements in the Argument Structure of Non-English-Major Chinese Undergraduate Students' Writing. In 2018 Seventh International Conference of Educational Innovation through Technology (EITT) (pp. 77-86). IEEE.
[25] Address, E., Malmir, A., Khosravi, F., et al. (2018). The Effect of Argument Mapping Instruction on L2 Writing Achievement across Writing Tasks and Writing Components: A Case of Iranian EFL Learners. Applied Research in English, 7(4), 425-450. DOI: 10.22108/are.2018.111870.1318.
[26] Snmez, E., Nur akan, A. B., & Memi, E. K. (2020). Computer-Aided Argument Mapping for Improving Critical Thinking: Think Better! Discuss Better! Write Better! International Journal of Contemporary Educational Research, 2. DOI: 10.33200/IJCER.791430.
[27] Facione, P. A. (1991). Using the California Critical Thinking Skills Test in Research, Evaluation, and Assessment. Cognitive Tests.
[28] Peng, M. C., Wang, G. C., Chen, J. L., et al. (2004). A study on the reliability and validity of the critical thinking ability measurement scale. Chinese Journal of Nursing, 39(9). DOI: CNKI: SUN:ZHHL.0.2004-09-002.

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