Learner Dashboards a Double-Edged Sword? Students’ Sense-Making of a Collaborative Critical Reading and Learning Analytics Environment for Fostering 21st Century Literacies
Arnold, K. E., & Pistilli, M. D. (2012, April). Course signals at Purdue: using learning analytics to increase student success. In Proceedings of the 2nd international conference on learning analytics and knowledge (pp. 267-270). ACM.
Azevedo, R., Moos, D. C., Greene, J. A., Winters, F. I., & Cromley, J. G. (2008). Why is externally-facilitated regulated learning more effective than self-regulated learning with hypermedia?. Educational Technology Research and Development, 56(1), 45-72.
Beheshitha, S. S., Hatala, M., Gašević, D., & Joksimović, S. (2016, April). The role of achievement goal orientations when studying effect of learning analytics visualizations. In Proceedings of the Sixth International Conference on Learning Analytics & Knowledge (pp. 54-63). ACM.Chan, J. C., & Lam, S. F. (2010). Effects of different evaluative feedback on students’ self-efficacy in learning. Instructional Science, 38(1), 37-58.
Christakis, N. A., & Fowler, J. H. (2009). Connected: The surprising power of our social networks and how they shape our lives. Little, Brown.
Cope, B., & Kalantzis, M. (2015). A Pedagogy of Multiliteracies: Learning by Design. Palgrave Macmillan
Corrin, L., & de Barba, P. (2014). Exploring students’ interpretation of feedback delivered through learning analytics dashboards. In Proceedings of the ascilite 2014 conference.
Davison, C. (2013). Innovation in assessment: Common misconceptions and problems. Innovation and change in English language education, 263-275.
Dawson, S., & Siemens, G. (2014). Analytics to literacies: The development of a learning analytics framework for multiliteracies assessment. The International Review of Research in Open and Distributed Learning, 15(4).
Dweck, C. (2012). Mindset: How you can fulfil your potential. Hachette UK.
Ferguson, R., & Shum, S. B. (2012, April). Social learning analytics: five approaches. In Proceedings of the 2nd international conference on learning analytics and knowledge (pp. 23-33). ACM.
Garcia, A., Mirra, N., Morrell, E., Martinez, A., & Scorza, D. A. (2015). The council of youth research: Critical literacy and civic agency in the digital age. Reading & Writing Quarterly, 31(2), 151-167.
Gašević, D., Dawson, S., Rogers, T., & Gasevic, D. (2016). Learning analytics should not promote one size fits all: The effects of instructional conditions in predicting academic success. The Internet and Higher Education, 28, 68-84.
Gee, J.P. (2008). Game-like learning: An example of situated learning and implications for opportunity to learn. Assessment, equity, and opportunity to learn, 200-221.
Govaerts, S., Verbert, K., Duval, E., & Pardo, A. (2012, May). The student activity meter for awareness and self-reflection. In CHI'12 Extended Abstracts on Human Factors in Computing Systems (pp. 869-884). ACM.Kluger, A. N., & DeNisi, A. (1996). The effects of feedback interventions on performance: A historical review, a meta-analysis, and a preliminary feedback intervention theory. Psychological Bulletin, 119(2), 254–284.
Levin, H. M. (2012). More than just test scores. Prospects, 42(3), 269-284.
Lockyer, L., Heathcote, E., & Dawson, S. (2013). Informing pedagogical action: Aligning learning analytics with learning design. American Behavioral Scientist, 0002764213479367.
Martin, A. J., & Elliot, A. J. (2015). The role of personal best (PB) and dichotomous achievement goals in students’ academic motivation and engagement: a longitudinal investigation. Educational Psychology, 1-18.
McColskey, W., & Leary, M. R. (1985). Differential effects of norm-referenced and self-referenced feedback on performance expectancies, attribution, and motivation. Contemporary Educational Psychology, 10, 275–284.
Oblinger, D.G., & Oblinger, J.L. (2005). Is it age or IT: First steps towards understanding the Net Generation. In D.G. Oblinger and J.L. Oblinger (Eds.), Educating the Net Generation. Educause.
Paul, R., & Elder, L. (2001). Critical Thinking: Tools for taking charge of your learning and your life. Upper Saddle River, NJ: Prentice Hall.
Rosé, C. P., & Ferschke, O. (2016). Technology Support for Discussion Based Learning: From Computer Supported Collaborative Learning to the Future of Massive Open Online Courses. International Journal of Artificial Intelligence in Education, 26(2), 660-678.
Rosé, C., Wang, Y. C., Cui, Y., Arguello, J., Stegmann, K., Weinberger, A., & Fischer, F. (2008). Analyzing collaborative learning processes automatically: Exploiting the advances of computational linguistics in computer-supported collaborative learning. International journal of computer-supported collaborative learning, 3(3), 237-271.
Shute, V. J. (2008). Focus on formative feedback. Review of educational research, 78(1), 153-189.Stiggins, R. (2005). From formative assessment to assessment for learning: A path to success in standards-based schools. The Phi Delta Kappan, 87(4), 324-328.
Tan, J. P-L. (2009). Digital kids, analogue students: a mixed methods study of students' engagement with a school-based Web 2.0 learning innovation. Doctoral thesis. ID Code: 30396, Queensland University of Technology.
Tan, J. P-L., Caleon, I. S., Jonathan, C. R., & Koh, E. (2014). A dialogic framework for assessing collective creativity in computer-supported collaborative problem-solving tasks. Research and Practice in Technology Enhanced Learning, 9(3), 411-437.
Tan, J. P-L., & McWilliam, E. (2009). From literacy to multiliteracies: Diverse learners and pedagogical practice. Pedagogies: An International Journal, 4(3), 213-225.
Tan, J. P-L., & Nie, Y. Y. (2015). The role of authentic tasks in promoting 21st century learning dispositions in Mathematics. In Y. H. Cho, I. S. Caleon, & M. Kapur (Eds.), Authentic Problem Solving and Learning in the 21st Century (pp 19-39). Singapore: Springer Science+Business Media Singapore Pte Ltd.
Tempelaar, D. T., Rienties, B., & Giesbers, B. (2015). In search for the most informative data for feedback generation: Learning Analytics in a data-rich context. Computers in Human Behavior, 47, 157-167.
Turvey, K. (2006). Towards deeper learning through creativity within online communities in primary education. Computers and Education, 46(3), 309-321.
Verbert, K., Duval, E., Klerkx, J., Govaerts, S., & Santos, J. L. (2013). Learning analytics dashboard applications. American Behavioral Scientist, 0002764213479363.
Wang, M. T., & Eccles, J. S. (2012). Adolescent behavioral, emotional, and cognitive engagement trajectories in school and their differential relations to educational success. Journal of Research on Adolescence, 22(1), 31-39.
Wiliam, D. (2011). What is assessment for learning? Studies in Educational Evaluation, 37(1), 3-14.
Wise, A. F. (2014, March). Designing pedagogical interventions to support student use of learning analytics. In Proceedings of the Fourth International Conference on Learning Analytics and Knowledge (pp. 203-211). ACM.
Wise, A. F., Zhao, Y., & Hausknecht, S. N. (2014). Learning analytics for online discussions: Embedded and extracted approaches. Journal of Learning Analytics, 1(2), 48-71.
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