The SEM (Structural Equation Modeling) analysis: project-based learning determinative factors in ethnoscience learning to developing 21st century competence

  • Jaja Jamaludin Universitas Bosowa
Keywords: Project Based Learning, EthnoScience, 21st Century Competence, Structural Equation Modeling

Abstract

Education in the 21st century demands a transformation in learning approaches to produce graduates ready to face global challenges. One approach that is getting attention is Project Based Learning (PjBL) or project-based learning. In the context of science education, PjBL which is integrated with EtnoScience offers the potential to develop 21st-century competencies in students, such as critical thinking skills, collaboration, digital literacy, and entrepreneurship. This study aims to identify deter-minative factors of project-based learning with an EthnoScience approach in developing 21st-century competencies. The Structural Equation Modeling (SEM) analysis method is used to First, test the level of determination of Learning Objectives, Collaborative Work, Application of Skills and Knowledge, Initiative and Creativity, Development of Problem-Solving Skills, and Reflection and Self-Evaluation involved in this learning process. Second, to examine the influence of PjBL on 21st Century Competence.

Downloads

Download data is not yet available.

References

Akcay, H., & Atas, S. (2017). The Effects of Project-Based Learning on Students' Academic Achievement, Attitude, and Retention of Knowledge: The Case of Genetics Course. Educational Sciences: Theory and Practice, 17(1), 151-165.

Balslev, K., & Dehli, L. (2018). Problem-Based and Project-Based Learning: The Effect on Students' Learning, Motivation, and Self-efficacy. Higher Education Research & Development, 37(1), 181-195.

Barron, B.J., Schwartz, D.L., Vye, N.J., Moore, A., Petrosino, A., Zech, L., & Bransford, J.D. (1998). Doing with Understanding: Lessons from Research on Problem- and Project-Based Learning. The Journal of the Learning Sciences, 7(3-4), 271-311.

Bruce, C.S. (1997). Seven Faces of Information Literacy in Higher Education. Studies in Higher Education, 22(2), 157-166.

Chapman, E., & Meagher, M. (2020). Project-Based Learning in Information Systems Education: A Case Study. Journal of Information Systems Education, 31(3), 173-182.

de Lima, G.R.M., & Fosnot, C.T. (2019). Building Ethnomathematics Through Classroom Realities. ZDM Mathematics Education, 51(2), 269-280.

Ennis, R. H. (1987). A Taxonomy of Critical Thinking Dispositions and Abilities. In J. Baron & R. Sternberg (Eds.), Teaching Thinking Skills: Theory and Practice (pp. 9-26). WH Freeman

Günel, M., Yaman, E., & Özkan, Y. (2020). A Study on the Effects of Project-Based Learning on Preservice Science Teachers' Attitudes towards Physics Course. Universal Journal of Educational Research, 8(11), 5522-5530.

Gudykunst, W.B., & Kim, Y.Y. (2003). Communicating with Strangers: An Approach to Intercultural Communication (4th ed.). McGraw-Hill.

Ghanem, MAA (2021). The Effect of Project-Based Learning on Developing Creative Problem-Solving Skills Among Mathematics Teachers in Gaza Governorates. Journal of Mathematics Education, 14(3), 801-818

Hair, JF, Black, WC, Babin, BJ, & Anderson, RE (2018). Multivariate Data Analysis (8th ed.). Cengage Learning.

Hämäläinen, R., & Vinni, M. (2014). Promoting In-Service Teachers' Innovations in Technology Education: A Collaborative Project-Based Learning Approach. European Journal of Engineering Education, 39(1), 53-67.

Hau, K. T., & Ho, S. Y. (2020). Project-Based Learning (PBL) in Information Systems Education: A Comparative Study of Different Group Formation Approaches. Computers & Education, 144, 103700

Hefner, R.W. (2019). Global Muslims in the Age of Steam and Print. University of North Carolina Press.

Hooper, D., Coughlan, J., & Mullen, M. R. (2008). Structural Equation Modelling: Guidelines for Determining Model Fit. Electronic Journal of Business Research Methods, 6(1), 53-60.

ITEA. (2007). Standards for Technological Literacy: Content for the Study of Technology (3rd ed.). International Technology and Engineering Educators Association.

Jonassen, D.H. (2000). Toward a Design Theory of Problem Solving. Educational Technology Research and Development, 48(4), 63-85

Johnson, D. W., & Johnson, R. T. (1989). Cooperation and Competition: Theory and Research. Interaction Book Company

Kline, R.B. (2015). Principles and Practice of Structural Equation Modeling (4th ed.). Guilford Press.

Kolmos, A., Holgaard, J. E., & de Graaff, E. (2014). Problem-Based and Project-Based Learning in Engineering and Medicine: Determinants of Students' Learning. Higher Education, 67(5), 569-586.

Kuo, F.R., & Wu, Y.T. (2021). Design-Based Learning and Ethnomathematics: A Cultural Perspective of Design and Application. Eurasian Journal of Mathematics, Science and Technology Education, 17(3), em1918

Lai, C.H., Yang, J.C., Chen, F.C., Ho, C.W., & Chan, T.W. (2007). Affordances of Mobile Technologies for Project-Based Learning: The Analysis of Technological Affordances. Educational Technology & Society, 10(4), 51-63.

Luo, N., & Hsu, T. (2018). Providing Just-in-Time Teaching and Personalized Guidance to Support Project-Based Learning. Computers & Education, 117, 115-128

Martinez, L. E., & Valls, F. (2017). Assessing Critical Thinking in Ethnoscientific Problem-Solving Activities: An Exploratory Study with Colombian Students. Procedia-Social and Behavioral Sciences, 237, 1333-1338.

Park, J. H., & Kim, B. (2019). Effects of a Project-Based Learning Program on Middle School Students' STEM Motivation and Achievement. Eurasian Journal of Mathematics, Science and Technology Education, 15(8), em1712.

Özgelen, S. (2020). Effect of Project-Based Learning on Creative Thinking and Problem-Solving Skills of Prospective Teachers. Journal of Education and Learning, 9(4), 87-101.

Rustaman, NY, & Yulianto, B. (2018). Implementation of Project-Based Learning Model for Critical Thinking Enhancement on Junior High School Students. IOP Conference Series: Materials Science and Engineering, 335(1), 012111.

Savin-Baden, M., & Howell Major, C. (2004). Foundations of Problem-Based Learning. Open University Press

Sternberg, R. J., & Lubart, T. I. (1999). The Concept of Creativity: Prospects and Paradigms. In R. J. Sternberg (Ed.), Handbook of Creativity (pp. 3-15). Cambridge University Press.

Sezgin, F. (2021). A Study on the Effects of Project-Based Learning on Students' Academic Achievements and Attitudes towards Mathematics. Education Sciences, 11(3), 99.

Stoltzfus, G. P. (2015). Adaptability: The New Competitive Advantage. Harvard Business Review.

Thomas, J. W. (2000). A Review of Research on Project-Based Learning. San Rafael, CA: Autodesk Foundation.

Varela, A. R., & Fernandes, N. (2020). The Role of Pupils' Engagement in an Inquiry-Based Project: A Dynamic Ethnomathematics Approach. Eurasian Journal of Mathematics, Science and Technology Education, 16(3), em1810

Wahyuni, S., Widodo, A., & Priyandoko, D. (2016). The Implementation of Project-Based Learning to Develop Students' Critical Thinking Skills on Science Learning. Journal of Baltic Science Education, 15(5), 632-642.

Published
2024-03-08
How to Cite
Jamaludin, J. (2024). The SEM (Structural Equation Modeling) analysis: project-based learning determinative factors in ethnoscience learning to developing 21st century competence. Jurnal Scientia, 13(02), 1243-1253. https://doi.org/10.58471/scientia.v13i02.2297