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What Do Learning Designs Show About Pedagogical Adoption? An Analysis Approach and a Case Study on Inquiry-Based Learning

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Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 12884))

Abstract

The usage of educational technologies does not necessarily imply the adoption of the pedagogical approaches they are designed to support. Existing works analysing learning design practices often focus on the usage metrics of the authoring platform, the authoring process or structural aspects of the designs themselves. While such usage metrics are useful to understand technology adoption, to understand pedagogical adoption we need to take into account the content of the designs created by practitioners as well. For example, in the case of inquiry-based learning, such content-related aspects include whether the learning designs scaffold the inquiry, promote engagement and collaboration. This paper proposes a concrete content-oriented design analysis approach for inquiry-based learning, which can be applied to digitally-authored inquiry designs. To illustrate its application and usefulness, we have applied this framework to learning designs created within Go-Lab (an initiative to promote inquiry learning in primary and secondary school). More concretely, we manually analyzed 44 learning designs published by Estonian practitioners using content analysis. Despite the small scale of the illustrative case study, the results from the content analysis show the potential of our analytical approach to inform teacher training and the development of authoring tools.

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Notes

  1. 1.

    Note that “interactive engagement” refers to dialogues (between humans or a human and a computer agent) where both partners’ utterances are constructive, and there is a sufficient degree of turn taking [3].

  2. 2.

    Note the difference between “active engagement” (motoric actions that require learners to manipulate the learning material [3]) and “active learning” (the constructivist approach where the learner is actively involved in the learning process [27]).

  3. 3.

    IPAC framework: http://www.mobilelearningtoolkit.com/app-rubric1.html.

  4. 4.

    Go-Lab repository: https://www.golabz.eu.

  5. 5.

    Go-Lab authoring tool: https://graasp.eu.

  6. 6.

    Complete list of published learning designs: https://www.golabz.eu/spaces.

References

  1. Bell, T., Urhahne, D., Schanze, S., Ploetzner, R.: Collaborative inquiry learning: models, tools, and challenges. Int. J. Sci. Educ. 32(3), 349–377 (2010)

    Article  Google Scholar 

  2. Biggs, J.B.: Teaching for Quality Learning at University: What the Student Does. McGraw-hill Education, England (2011)

    Google Scholar 

  3. Chi, M.T., Wylie, R.: The ICAP framework: linking cognitive engagement to active learning outcomes. Educ. Psychol. 49(4), 219–243 (2014)

    Article  Google Scholar 

  4. Dagnino, F.M., Dimitriadis, Y.A., Pozzi, F., Asensio-Pérez, J.I., Rubia-Avi, B.: Exploring teachers’ needs and the existing barriers to the adoption of learning design methods and tools: a literature survey. Br. J. Edu. Technol. 49(6), 998–1013 (2018)

    Article  Google Scholar 

  5. Dillenbourg, P.: Orchestration Graphs. EPFL Press, Lausanne (2015)

    Google Scholar 

  6. Hattie, J.A., Donoghue, G.M.: Learning strategies: a synthesis and conceptual model. npj Sci. Learn. 1(1), 1–13 (2016)

    Article  Google Scholar 

  7. Hernández-Leo, D., Martinez-Maldonado, R., Pardo, A., Muñoz-Cristóbal, J.A., Rodríguez-Triana, M.J.: Analytics for learning design: a layered framework and tools: analytics layers for learning design. Br. J. Edu. Technol. 3, 153 (2018)

    Google Scholar 

  8. Hmelo-Silver, C.E., Duncan, R.G., Chinn, C.A.: Scaffolding and achievement in problem-based and inquiry learning: a response to Kirschner, Sweller, and Clark (2006). Educ. Psychol. 42(2), 99–107 (2007)

    Article  Google Scholar 

  9. de Jong, T., et al.: Understanding teacher design practices for digital inquiry–based science learning: the case of Go-Lab. Educ. Technol. Res. Dev. 69(2), 417–444 (2021)

    Article  Google Scholar 

  10. Kali, Y., Linn, M.C.: Technology-enhanced support strategies for inquiry learning. In: Handbook of Research on Educational Communications and Technology, pp. 145–161 (2008)

    Google Scholar 

  11. Kirschner, P.A., Sweller, J., Clark, R.E.: Why minimal guidance during instruction does not work: an analysis of the failure of constructivist, discovery, problem-based, experiential, and inquiry-based teaching. Educ. Psychol. 41(2), 75–86 (2006)

    Article  Google Scholar 

  12. Krathwohl, D.R.: A revision of Bloom’s taxonomy: an overview. Theory Pract. 41(4), 212–218 (2002)

    Article  Google Scholar 

  13. Lakkala, M., Lallimo, J., Hakkarainen, K.: Teachers’ pedagogical designs for technology-supported collective inquiry: a national case study. Comput. Educ. 45(3), 337–356 (2005)

    Article  Google Scholar 

  14. Ley, T., Maier, R., Thalmann, S., Waizenegger, L., Pata, K., Ruiz-Calleja, A.: A knowledge appropriation model to connect scaffolded learning and knowledge maturation in workplace learning settings. Vocat. Learn. 13(1), 91–112 (2019)

    Article  Google Scholar 

  15. Nguyen, Q., Rienties, B., Toetenel, L.: Unravelling the dynamics of instructional practice: a longitudinal study on learning design and VLE activities. In: Proceedings of the Seventh International Learning Analytics & Knowledge Conference, pp. 168–177 (2017)

    Google Scholar 

  16. Pedaste, M., et al.: Phases of inquiry-based learning: definitions and the inquiry cycle. Educ. Res. Rev. 14, 47–61 (2015)

    Article  Google Scholar 

  17. Pishtari, G., et al.: Learning design and learning analytics in mobile and ubiquitous learning: a systematic review. Br. J. Educ. Technol. 51(4), 1078–1100 (2020)

    Article  Google Scholar 

  18. Pishtari, G., Rodríguez-Triana, M.J., Prieto, L.P., Ruiz-Calleja, A., Väljataga, T.: How practitioners design for learning in mobile learning environments: two in-the-wild case studies. J. Comput. Assist. Learn. (under review)

    Google Scholar 

  19. Rodríguez-Triana, M.J., Prieto, L.P., Ley, T., de Jong, T., Gillet, D.: Social practices in teacher knowledge creation and innovation adoption: a large-scale study in an online instructional design community for inquiry learning. Int. J. Comput.-Support. Collab. Learn. 15(4), 445–467 (2020)

    Article  Google Scholar 

  20. Schleicher, A.: Pisa 2018: Insights and interpretations. OECD Publishing (2019)

    Google Scholar 

  21. Schneider, M., Preckel, F.: Variables associated with achievement in higher education: a systematic review of meta-analyses. Psychol. Bull. 143(6), 565 (2017)

    Article  Google Scholar 

  22. Schuster, D., Cobern, W.W., Adams, B.A., Undreiu, A., Pleasants, B.: Learning of core disciplinary ideas: efficacy comparison of two contrasting modes of science instruction. Res. Sci. Educ. 48(2), 389–435 (2018)

    Article  Google Scholar 

  23. Seymour, E., Hunter, A.B., Laursen, S.L., DeAntoni, T.: Establishing the benefits of research experiences for undergraduates in the sciences: first findings from a three-year study. Sci. Educ. 88(4), 493–534 (2004)

    Article  Google Scholar 

  24. Sweller, J., Van Merrienboer, J.J., Paas, F.G.: Cognitive architecture and instructional design. Educ. Psychol. Rev. 10(3), 251–296 (1998)

    Article  Google Scholar 

  25. Toetenel, L., Rienties, B.: Analysing 157 learning designs using learning analytic approaches as a means to evaluate the impact of pedagogical decision making. Br. J. Edu. Technol. 47(5), 981–992 (2016)

    Article  Google Scholar 

  26. Van Merriënboer, J.J., Kirschner, P.A., Kester, L.: Taking the load off a learner’s mind: instructional design for complex learning. Educ. Psychol. 38(1), 5–13 (2003)

    Article  Google Scholar 

  27. Von Glasersfeld, E.: Cognition, construction of knowledge, and teaching. In: Matthews, M.R. (ed.) Constructivism in Science Education, pp. 11–30. Springer, Dordrecht (1998). https://doi.org/10.1007/978-94-011-5032-3_2

    Chapter  Google Scholar 

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Acknowledgements

This research has been partially funded by the European Union in the context of CEITER (Horizon 2020 Research and Innovation Programme, grant agreements no. 669074). The authors would like to thank the rest of the coding team (Aleksandr Trofimov, Jaanika Lukk, Katariina Vainonen, and Mariell Miilvee) for their contribution to this study.

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Correspondence to María Jesús Rodríguez-Triana .

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Rodríguez-Triana, M.J., Prieto, L.P., Pishtari, G. (2021). What Do Learning Designs Show About Pedagogical Adoption? An Analysis Approach and a Case Study on Inquiry-Based Learning. In: De Laet, T., Klemke, R., Alario-Hoyos, C., Hilliger, I., Ortega-Arranz, A. (eds) Technology-Enhanced Learning for a Free, Safe, and Sustainable World. EC-TEL 2021. Lecture Notes in Computer Science(), vol 12884. Springer, Cham. https://doi.org/10.1007/978-3-030-86436-1_21

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  • DOI: https://doi.org/10.1007/978-3-030-86436-1_21

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