Is information power? Exploring the potential of analytics tools for student representatives
DOI :
https://doi.org/10.15173/ijsap.v6i1.4668Mots-clés :
student representatives, student as partners, data, analytics, higher education qualityRésumé
An industrial revolution based on digital technologies and data is rapidly transforming most human activities. In the case of higher education, research on learning analytics has experienced significant expansion and evolution in only a few years. However, there is still a dearth of literature on analytics tools designed to support student representatives, which could generate growing informational and technological asymmetries in higher education. To address this critical gap, this study explored the potential key data required by student representatives for their effective participation as partners in educational improvement and the main benefits that associated analytics tools could offer. To do this, this study used a micro design ethnography and a dialogic approach with participants from a Scottish university. Findings suggest that access to data and analytics could influence the participation of the student body as egalitarian partners. These results reinforce the need for further research.
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Références
Adams, M. J., & Umbach, P. D. (2012). Nonresponse and online student evaluations of teaching: Understanding the influence of salience, fatigue, and academic environments. Research in Higher Education, 53(5), 576–591.
Alexander, K. D., Onyango, G., & Kyalo, D. (2019). Extent of student participation in management of school finances and physical resources in secondary schools in Tharaka-Nithi and Nairobi counties, Kenya. Journal of Education and Practices, ISSN 2617–5444 (ONLINE) & ISSN 2617–6874 (PRINT), 2(1), 10. http://journals.essrak.org/index.php/education/article/view/142
Armatas, C., & Spratt, C. F. (2019). Applying learning analytics to program curriculum review. International Journal of Information and Learning Technology, 36(3), 243–253. https://doi.org/10.1108/IJILT-11–2018–0133
Avella, J. T., Kebritchi, M., Nunn, S. G., & Kanai, T. (2016). Learning analytics methods, benefits, and challenges in higher education: A systematic literature review. Online Learning, 20(2), 13–29. https://eric.ed.gov/?id=EJ1105911
Barrineau, S., Schnaas, U., Engström, A., & Härlin, F. (2016). Breaking ground and building bridges: A critical reflection on student-faculty partnerships in academic development. International Journal for Academic Development, 21(1), 79–83. https://doi.org/10.1080/1360144X.2015.1120735
Bayne, S. (2015). What's the matter with ‘technology-enhanced learning’? Learning, Media and Technology, 40(1), 5–20. https://doi.org/10.1080/17439884.2014.915851
Bentley, R., Hughes, J. A., Randall, D., Rodden, T., Sawyer, P., Shapiro, D., & Sommerville, I. (1992). Ethnographically-informed systems design for air traffic control. CSCW ’92: Proceedings of the 1992 ACM conference on computer-supported cooperative work (pp. 123–129). Association for Computing Machinery. https://doi.org/10.1145/143457.143470
Biesta, G. (2005). Against learning: Reclaiming a language for education in an age of learning. Nordisk Pedagogik, 25(1): 54–66. https://orbilu.uni.lu/bitstream/10993/7178/1/NP-1–2005-Biesta.pdf
Biesta, G. (2006). Beyond learning: Democratic education for a human future. Paradigm Publishers.
Biesta, G. 2013. Interrupting the politics of learning. Power and Education, 5(1): 4–15. https://doi.org/10.2304/power.2013.5.1.4
Bindra, G., Easwaran, K., Firasta, L., Hirsch, M., Kapoor, A., Sosnowski, A., Stec-Marksman, T., & Vatansever, G. (2018). Increasing representation and equity in students as partners initiatives. International Journal for Students as Partners, 2(2), 10–15. https://doi.org/10.15173/ijsap.v2i2.3536
Birt, L., Scott, S., Cavers, D., Campbell, C., & Walter, F. (2016). Member checking: A tool to enhance trustworthiness or merely a nod to validation?. Qualitative Health Research, 26(13), 1802–1811. https://doi.org/10.1177/1049732316654870
Bovill, C., & Bulley, C. J. (2011). A model of active student participation in curriculum design: Exploring desirability and possibility. In C. Rust (Ed.), Improving student learning (18): Global theories and local practices: Institutional, disciplinary and cultural variations (pp. 176–188). The Oxford Centre for Staff and Educational Development.
Bovill, C., & Felten, P. (2016). Cultivating student–staff partnerships through research and practice. International Journal for Academic Development, 21(1), 1–3. https://doi.org/10.1080/1360144X.2016.1124965
Brown, M. G., DeMonbrun, R. M., & Teasley, S. D. (2018). Conceptualizing co-enrollment: Accounting for student experiences across the curriculum. LAK ’18: Proceedings of the 8th International Conference on Learning Analytics and Knowledge (pp. 305–309). ACM. https://doi.org/10.1145/3170358.3170366
Buckingham Shum, S., Ferguson, R., & Martinez-Maldonado, R. (2019). Human-centred learning analytics. Journal of Learning Analytics, 6(2), 1–9. https://doi.org/10.18608/jla.2019.62.1
Conole, G., Gašević, D., Long, P., & Siemens, G. (2011). Message from the LAK 2011 General & Program Chairs. In G. Conole, & D. Gašević (Eds.), Proceedings of the 1st International Conference on Learning Analytics and Knowledge Association for Computing Machinery (ACM).
Cook-Sather, A. (2014). Student-faculty partnership in explorations of pedagogical practice: A threshold concept in academic development. International Journal for Academic Development, 19(3), 186–198. https://doi.org/10.1080/1360144X.2013.805694
Cook-Sather, A., Bovill, C., & Felten, P. (2014). Engaging students as partners in learning and teaching: A guide for faculty. Josey-Bass.
Cook-Sather, A., Slates, S., Acai, A., Baxter, J., Bond, R., Lowe, T., Zurcher, H., O’Brien, J., Tavares, V., Lewe, M.-T., Khan, A., Poole, H., Smith, A. C., Iqbal, M. Z., Arm, K., Escobar Lema, J. E., Groening, J., Garg, K., Lujan Bello Rinaudo, N., . . . Lewis, R. (2021). Diversifying students-as-partners participants and practices. International Journal for Students as Partners, 5(1), 146–159. https://doi.org/10.15173/ijsap.v5i1.4627
Day, M., & Dickinson, J. (2018). David versus Goliath: The past, present and future of students’ unions in the UK (HEPI Report 111). Higher Education Policy Institute. https://www.hepi.ac.uk/wp-content/uploads/2018/09/HEPI-Students-Unions-Report-111-FINAL-EMBARGOED1–1.pdf
Felten, P., Bagg, J., Bumbry, M., Hill, J., Hornsby, K., Pratt, M., & Weller, S. (2013). A call for expanding inclusive student engagement in SoTL. Teaching and Learning Inquiry, 1(2), 63–74. https://doi.org/10.2979/teachlearninqu.1.2.63
Ferguson, R., & Clow, D. (2017). Where is the evidence? A call to action for learning analytics. LAK ’17: Proceedings of the 7th international conference on learning analytics and knowledge (pp. 56–65). Association for Computer Machinery. https://doi.org/10.1145/3027385.3027396
Fosnacht, K., Sarraf, S., Howe, E., & Peck, L. K. (2017). How important are high response rates for college surveys? The Review of Higher Education, 40(2), 245–265. https://doi.org/10.1353/rhe.2017.0003
Freire, P. (2007). Daring to dream: Toward a pedagogy of the unfinished. Paradigm.
Gašević, D., Mirriahi, N., Long, P. D., & Dawson, S. (2014). Editorial – Inaugural Issue of the Journal of Learning Analytics. Journal of Learning Analytics, 1(1), 1–2. https://doi.org/10.18608/jla.2014.11.1
Giacomin, J. (2014). What is human centred design? The Design Journal, 17(4), 606–623. https://doi.org/10.2752/175630614X14056185480186
Gulliksen, J., Göransson, B., Boivie, I., Blomkvist, S., Persson, J., & Cajander, Å. (2003). Key principles for user-centred systems design. Behaviour and Information Technology, 22(6), 397–409. https://doi.org/10.1080/01449290310001624329
Hammersley, M., & Atkinson, P. (2007). Ethnography: Principles in practice (4th ed). Routledge. https://doi.org/10.4324/9781315146027
Harvey, L. (2015). Beyond member-checking: A dialogic approach to the research interview. International Journal of Research & Method in Education, 38(1), 23–38. https://doi.org/10.1080/1743727X.2014.914487
Haskins, C. H. (2002). The rise of universities. Cornell University Press.
Healey, M., & Healey, R. (2018). ‘It depends’: Exploring the context-dependent nature of students as partners practices and policies. International Journal for Students as Partners, 2(1), 1–10. https://doi.org/10.15173/ijsap.v2i1.3472
Herodotou, C., Rienties, B., Boroowa, A., Zdrahal, Z., & Hlosta, M. (2019). A large-scale implementation of predictive learning analytics in higher education: The teachers’ role and perspective. Educational Technology Research and Development, 67(5), 1273–1306. https://doi.org/10.1007/s11423-019-09685-0
Janin, H. (2014). The university in medieval life, 1179–1499. McFarland.
Johnson, L., Becker, S. A., Cummins, M., Estrada, V., Freeman, A., & Hall, C. (2016). NMC horizon report: 2016 higher education edition (pp. 1–50). The New Media Consortium.
Jokela, T., Iivari, N., Matero, J., & Karukka, M. (2003, August). The standard of user-centered design and the standard definition of usability: analyzing ISO 13407 against ISO 9241-11. In Proceedings of the Latin American conference on Human-computer interaction (pp. 53-60). https://doi.org/10.1145/944519.944525,
Klemenčič, M. (2011). Student representation in European higher education governance: Principles and practice, roles and benefits. Handbook on leadership and governance in higher education, 1–25. http://www.sigmus.edu.rs/eng/files/Klemencic%202011_Student%20representation%20in%20European%20HE%20governance_Raabe%20EUA%20Bologna%20Handbook.pdf
Klemenčič, M. (2012a). The changing conceptions of student participation in HE governance in the EHEA. In A. Curaj, P. Scott, L. Vlasceanu, & L. Wilson (Eds.), European Higher Education at the crossroads (pp. 631–653). Springer, Dordrecht. https://doi.org/10.1007/978–94–007–3937–6_34
Klemenčič, M. (2012b). Student representation in Western Europe: Introduction to the special issue. European Journal of Higher Education, 2(1), 2–19. https://doi.org/10.1080/21568235.2012.695058
Lang, C., Siemens, G., Wise, A., & Gašević, D. (Eds.). (2017). Handbook of learning analytics. Society for Learning Analytics and Research.
Larrabee Sønderlund, A., Hughes, E., & Smith, J. (2019). The efficacy of learning analytics interventions in higher education: A systematic review. British Journal of Educational Technology, 50(5), 2594–2618. https://doi.org/10.1111/bjet.12720
Leitner, P., Khalil, M., & Ebner, M. (2017). Learning analytics in higher education—A literature review. In A. Peña-Ayala (Ed.), Learning analytics: Fundaments, applications, and trends (pp. 1–23). Springer, Cham. https://doi.org/10.1007/978–3-319–52977–6_1
Mercer-Mapstone, L., Dvorakova, S. L., Matthews, K. E., Abbot, S., Cheng, B., Felten, P., Knorr, K., Marquis, E., Shammas, R., & Swaim, K. (2017). A systematic literature review of students as partners in higher education. International Journal for Students as Partners, 1(1). https://doi.org/10.15173/ijsap.v1i1.3119
Mitra, D. (2018). Student voice in secondary schools: The possibility for deeper change. Journal of Educational Administration, 56(5), 473–487. https://doi.org/10.1108/JEA-01–2018–0007
National Union of Students (NUS). (2013). A manifesto for partnership. https://www.nusconnect.org.uk/resources/a-manifesto-for-partnership-2013
Pardo, A., Jovanovic, J., Dawson, S., Gašević, D., & Mirriahi, N. (2019). Using learning analytics to scale the provision of personalised feedback. British Journal of Educational Technology, 50(1), 128–138. https://doi.org/10.1111/bjet.12592
Parkes, S., Benkwitz, A., Bardy, H., Myler, K., & Peters, J. (2020). Being more human: Rooting learning analytics through re sistance and re connection with the values of higher education. Higher Education Research & Development, 39(1), 113–126. https://doi.org/10.1080/07294360.2019.1677569
Peters, J., & Mathias, L. (2018). Enacting student partnership as though we really mean it: Some Freirean principles for a pedagogy of partnership. International Journal for Students as Partners, 2(2), 53–70. https://doi.org/10.15173/ijsap.v2i2.3509
Priestner, A. (2017). What’s in a name? Does it really matter whether we call it UX, ethnography, or service design? Weave: Journal of Library User Experience, 1(6). https://doi.org/10.3998/weave.12535642.0001.603
Prinsloo, P. (2019). Commentary on Neil Selwyn’s LAK18 Keynote Address. Journal of Learning Analytics, 6(3), 20–24. https://doi.org/10.18608/jla.2019.63.4
Quality Assurance Agency for Higher Education (QAA). (2012). Chapter B5: Student engagement. UK quality code for higher education.
Rossman, G. B., & Rallis, S. F. (2011). Learning in the field: An introduction to qualitative research. Sage.
Ryan, T. (2015). Quality assurance in higher education: A review of literature. Higher Learning Research Communications, 5(4). http://dx.doi.org/10.18870/hlrc.v5i4.257
Salvador, T., Bell, G., & Anderson, K. (1999). Design ethnography. Design Management Journal (Former Series), 10(4), 35–41. https://doi.org/10.1111/j.1948–7169.1999.tb00274.x
Schwab, K. (2017). The fourth industrial revolution. Currency.
Selwyn, N. (2019). What’s the problem with learning analytics? Journal of Learning Analytics, 6(3), 11–19. https://doi.org/10.18608/jla.2019.63.3
Selwyn, N. (2020). Re-imagining ‘learning analytics’… a case for starting again?. The Internet and Higher Education, 100745. https://doi.org/10.1016/j.iheduc.2020.100745
Stebbins, R. A. (2001). Exploratory research in the social sciences (Vol. 48). Sage.
Tsai, Y. S., Rates, D., Moreno-Marcos, P. M., Muñoz-Merino, P. J., Jivet, I., Scheffel, M., Draschler, H., Delgado Kloos, C., & Gašević, D. (2020). Learning analytics in European higher education–Trends and barriers. Computers & Education, 103933. https://doi.org/10.1016/j.compedu.2020.103933
Van Maanen, J.(1988). Tales from the field: On writing ethnography. Chicago: University of Chicago Press.Viberg, O., Hatakka, M., Bälter, O., & Mavroudi, A. (2018). The current landscape of learning analytics in higher education. Computers in Human Behavior, 89, 98–110. https://doi.org/10.1016/j.chb.2018.07.027
Wong, B. T. M. (2017). Learning analytics in higher education: An analysis of case studies. Asian Association of Open Universities Journal, 12(1), 21–40. https://doi.org/10.1108/AAOUJ-01–2017–0009
Zuboff, S. (2019). The age of surveillance capitalism: The fight for a human future at the new frontier of power. Profile Books.
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