Teaching Support System for Competences Development in an Era of Constant Disruption

Authors

  • Riccardo Bonazzi University of Applied Sciences and Arts Western Switzerland, Switzerland
  • Antoine Perruchoud University of Applied Sciences and Arts Western Switzerland, Switzerland

Keywords:

apprenticeship, experiential learning, design science, team academy

Abstract

In this paper, we present a software to support educators by collecting and processing data in each step of the experimental learning cycle for cognitive apprenticeship. We do so by developing a system that allows educators to (1) define a set of competences, (2) link keywords to each competences, (3) analyse reflexive papers written by students as evidences of their acquired competences after practical projects and (4) analyse multiple documents to assign students to different clusters to better coach them. The theoretical ground for our artefact lays in the intersection between the body of knowledge concerning experiential learning and statistical learning theory. We support our claims by illustrating results coming from 15 students of a Team Academy course and 100 students of a university course.

Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.

References

Campbell, J. (1949), The hero with a thousand faces, Princeton University Press, Princeton, NJ.

Collins, A., Brown, J. S., Newman, S. E. (1988), “Cognitive apprenticeship: Teaching the craft of reading, writing and mathematics”, Thinking: The Journal of Philosophy for Children, Vol. 8, No. 1, pp. 2-10.

Gijbels, D., Dochy, F., Van den Bossche, P., Segers, M. (2005), “Effects of problem-based learning: A meta-analysis from the angle of assessment”, Review of Educational Research, Vol. 75, No. 1, pp. 27-61.

James, G., Witten, D., Hastie, T., Tibshirani, R. (2013), An introduction to statistical learning, Springer.

Kinchin, I. M., Hay, D. B., Adams, A. (2000), “How a qualitative approach to concept map analysis can be used to aid learning by illustrating patterns of conceptual development”, Educational Research, Vol. 42, No. 1, pp. 43-57.

Kolb, D. A. (2014), Experiential learning: Experience as the source of learning and development, FT press.

Kolb, D., Fry, R. (1975), “Toward an Applied Theory of Experiential Learning”, in Cooper, C. L. (Ed.), Theories of group process, John Wiley & Sons, New York.

Lehtonen, T. (2010), “Introducing Jyväskylä University of Applied Science’s Award-Winning Team Academy”, available at: https://learningexpedition.files.wordpress.com/2010/09/introducing_team_academy_1.pdf (27 April 2019).

March, S. T., Smith, G. F. (1995), “Design and Natural Science Research on Information Technology”, Decision Support Systems, Vol. 15, No. 4, pp. 251-266.

Novak, J. D. (1990), “Concept mapping: A useful tool for science education”, Journal of Research in Science Teaching, Vol. 27, No. 10, pp. 937-949.

Peffers, K., Tuunanen, T., Rothenberger, M. A., Chatterjee, S. (2007), “A design science research methodology for information systems research”, Journal of Management Information Systems, Vol. 24, No. 3, pp. 45-77.

R. Core Team (2013), “R: A language and environment for statistical computing”.

Ripley, B. (2019), “tree: Classification and Regression Trees”, Version 1.0-40, available at: https://CRAN.R-project.org/package=tree (27 April 2019).

Tosey, P., Dhaliwal, S., Hassinen, J. (2015), “The Finnish Team Academy model: implications for management education”, Management Learning, Vol. 46, No. 2, pp. 175-194.

Von Alan, R. H., March, S. T., Park, J., Ram, S. (2004), “Design science in information systems research”, MIS quarterly, Vol. 28, No. 1, pp. 75-105.

Wild, F. (2019), “CRAN Task View: Natural Language Processing”, available at: https://CRAN.R-project.org/view=NaturalLanguageProcessing (27 April 2019).

Downloads

Published

2019-10-31

How to Cite

Bonazzi, R., & Perruchoud, A. (2019). Teaching Support System for Competences Development in an Era of Constant Disruption. ENTRENOVA - ENTerprise REsearch InNOVAtion, 5(1), 322–329. Retrieved from https://hrcak.srce.hr/ojs/index.php/entrenova/article/view/13772

Issue

Section

Industrial Organization