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Student Teachers’ Perceptions About an E-portfolio Enriched with Learning Analytics

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Technology Enhanced Assessment (TEA 2016)

Part of the book series: Communications in Computer and Information Science ((CCIS,volume 653))

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Abstract

In recent years the use of e-portfolios has increased in teacher education. Moreover, another rapidly evolving area in teacher education is learning analytics (LA). This paper reports the experiences of 13 student teachers in the implementation of an e-portfolio that is enriched with LA in a teacher education programme. Thirteen student teachers of primary school teacher curriculum received feedback and were assessed by their supervisors in their internship via an e-portfolio with LA. Questionnaire and a focus group interview were administered among the participants to identify how the student teachers perceive the job-fit and the effort expectancy of the e-portfolio with the LA application and to indicate the challenges encountered. The study revealed several positive evidences: the student teachers were on agreement that e-portfolio with LA is time-economising and easy to use. The student teachers appreciated that they received a good overview about their professional development. As a challenge, many student teachers questioned whether the use of e-portfolio can increase the quality of their professional activities (e.g. planning lessons, carrying out teaching activities and evaluating pupils’ learning). Future research should focus on how to support the student teachers so that they would comprehend the benefits of the e-portfolio with LA on their professional activities and how to integrate human expertise in a more dynamic way.

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References

  1. Ericsson, K.A., Charness, N., Feltovich, P.J., Hoffman, R.R. (eds.): The Cambridge Handbook of Expertise and Expert Performance. Cambridge University Press, New York (2006)

    Google Scholar 

  2. Hattie, J.: Visible Learning. A Synthesis of Over 800 Meta-analysis Relating to Achievement. Routledge, Oxon (2009)

    Google Scholar 

  3. Van der Schaaf, M., Stokking, K., Verloop, N.: Teacher beliefs and teacher behaviour in portfolio assessment. Teach. Teach. Educ. 24(7), 1691–1704 (2008)

    Article  Google Scholar 

  4. Bok, G.J., Teunissen, P.W., Spruijt, A., Fokkema, J.P.I., van Beukelen, P., Jaarsma, A.D.C., van der Vleuten, C.P.M.: Clarifying students’ feedback seeking behaviour in clinical clerkships. Med. Educ. 47(3), 282–291 (2013)

    Article  Google Scholar 

  5. Parker, M., Ndoye, A., Ritzhaupt, A.D.: Qualitative analysis of student perceptions of E-portfolios in a teacher education program. J. Digit. Learn. Teach. Educ. 28(3), 99–107 (2012)

    Article  Google Scholar 

  6. Granberg, C.: E-portfolios in teacher education 2002–2009: the social construction of discourse, design and dissemination. Eur. J. Teach. Educ. 33(3), 309–322 (2010)

    Article  Google Scholar 

  7. Oakley, G., Pegrum, M., Johnston, S.: Introducing E-portfolios to pre-service teachers as tools for reflection and growth: lessons learnt. Asia Pac. J. Teach. Educ. 42(1), 36–50 (2014)

    Article  Google Scholar 

  8. Wray, S.: E-portfolios in a teacher education program. E-learning 4(1), 40–51 (2007)

    Article  Google Scholar 

  9. Woodward, H., Nanlohy, P.: Digital portfolios in pre-service teacher education. Assess. Educ. Princ. Policy Pract. 11(2), 167–178 (2004)

    Google Scholar 

  10. Evans, M.A., Powell, A.: Conceptual and practical issues related to the design for and sustainability of communities of practice: the case of E-portfolio use in preservice teacher training. Technol. Pedagogy Educ. 16(2), 199–214 (2007)

    Article  Google Scholar 

  11. Solar: Open Learning Analytics: an integrated & modularized platform (2011). http://www.solaresearch.org/wp-content/uploads/2011/12/OpenLearningAnalytics.pdf

  12. Venkatesh, V., Morris, M.G., Davis, G.B., Davis, F.D.: User acceptance of information technology: toward a unified view. MIS Q. 27(3), 425–478 (2003)

    Google Scholar 

  13. Thompson, R.L., Higgins, C.A., Howell, J.M.: Personal computing: toward a conceptual model of utilization. MIS Q. 15(1), 124–143 (1991)

    Article  Google Scholar 

  14. Moore, G.C., Benbasat, I.: Development of an instrument to measure the perceptions of adopting an information technology innovation. Inf. Syst. Res. 2(3), 192–222 (1991)

    Article  Google Scholar 

  15. Krull, E., Leijen, Ä.: Perspectives for defining student teacher performance-based teaching skills indicators to provide formative feedback through learning analytics. Creat. Educ. 6(10), 914–926 (2015)

    Article  Google Scholar 

  16. Leijen, Ä., Slof, B., Malva, L., Hunt, P., van Tartwijk, J., van der Schaaf, M.: Performance-based competency requirements for student teachers and how to assess them. Int. J. Inf. Educ. Technol. 7(3), 190–194 (2017)

    Google Scholar 

  17. Braun, V., Clarke, V.: Using thematic analysis in psychology. Qual. Res. Psychol. 3(2), 77–101 (2006)

    Article  Google Scholar 

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Correspondence to Pihel Hunt .

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Hunt, P., Leijen, Ä., Silm, G., Malva, L., Van der Schaaf, M. (2017). Student Teachers’ Perceptions About an E-portfolio Enriched with Learning Analytics. In: Joosten-ten Brinke, D., Laanpere, M. (eds) Technology Enhanced Assessment. TEA 2016. Communications in Computer and Information Science, vol 653. Springer, Cham. https://doi.org/10.1007/978-3-319-57744-9_4

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  • DOI: https://doi.org/10.1007/978-3-319-57744-9_4

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-57743-2

  • Online ISBN: 978-3-319-57744-9

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