Article Gold Open Access 2023

Teaching data analytics using collaborative project-based learning; Enseñanza de la analítica de datos usando aprendizaje basado en proyectos colaborativos

Formacion Universitaria
Journal · Vol. 16 · Issue 6 · pp. 23-32
Abstract

In this study a proposal is presented for teaching the subject of data analytics supported by the pedagogical strategies of project-based and collaborative learning. The results of its implementation in two undergraduate programs in public universities from the Colombian Caribbean region are analyzed. The methodology applied is qualitative, which includes direct observation of students in both programs, content analysis of the activities conducted in the projects, and the final courses’ evaluations. The results show that planned and pedagogically supported activities that include technologies, enabled students to appropriate data management techniques to meet needs and make decisions based on them. It is concluded that the implementation of active pedagogical strategies (supported with technological tools) strengthen professors’ teaching processes and helped to improve students’ learning results and abilities to analyze realities from data. © (2023), (Centro de Informacion Tecnologica). All Rights Reserved.

Keywords

Author Keywords

Project-Based Learning collaborative learning learning outcomes data analytics

Index Keywords

Author Affiliations
Faculty of Engineering, Universidad de la Guajira, Riohacha, La Guajira, Colombia
Faculty of Economics, Universidad del Atlántico, Colombia, Atlántico, Colombia
Funding & Acknowledgements
No funding information
References 10 References
1 Álvarez-Flores, Erika Patricia, University professors facing digital teaching: needs and effectiveness of an adaptive training program, Formacion Universitaria, 15, 5, pp. 37-48, (2022)
2 Biswas, Sumon, The Art and Practice of Data Science Pipelines: A Comprehensive Study of Data Science Pipelines In Theory, In-The-Small, and In-The-Large, Proceedings - International Conference on Software Engineering, 2022-May, pp. 2091-2103, (2022)
3 Leiva, Camila Burgos, Applied project-based learning in a construction materials course, Formacion Universitaria, 14, 2, pp. 105-112, (2021)
4 Cruz, Raúl I., Productivity improvement model: an application of incorporating digital manufacturing to project-based learning (PBL) in higher education, Formacion Universitaria, 14, 2, pp. 65-74, (2021)
5 Deb, Debzani, University-wide adoption of data science, SIGCSE 2020 - Proceedings of the 51st ACM Technical Symposium on Computer Science Education, (2020)
6 Dehler, Jessica, Guiding knowledge communication in CSCL via group knowledge awareness, Computers in Human Behavior, 27, 3, pp. 1068-1078, (2011)
7 Dochy, Filip J.R.C., Cognitive Prerequisites and Learning: How Far Have We Progressed since Bloom? Implications for Educational Practice and Teaching, Active Learning in Higher Education, 3, 3, pp. 265-284, (2002)
8 Erkens, Melanie, Improving collaborative learning: Guiding knowledge exchange through the provision of information about learning partners and learning contents, Computers and Education, 128, pp. 452-472, (2019)
9 Herrera, Tomás José Fontalvo, Learning outcomes and evaluation mechanisms in academic higher education programs in Colombia, Formacion Universitaria, 15, 1, pp. 105-114, (2022)
10 García-Arévalo, Juan M., Collaborative learning in the study of renewable energies: a route towards teacher training, Formacion Universitaria, 15, 6, pp. 71-82, (2022)
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