Situating learning analytics pedagogically: towards an ecological lens

Learning Analytics (LA) is both a growing trend and an increasingly prominent feature of contemporary twenty-first century teaching and learning that has captured the attention and imaginations of ...

[1]  G. Box,et al.  Empirical Model-Building and Response Surfaces. , 1990 .

[2]  Simon Buckingham Shum,et al.  Learning Analytics for 21st Century Competencies , 2016, J. Learn. Anal..

[3]  Miguel Ángel Conde González,et al.  Can we predict success from log data in VLEs? Classification of interactions for learning analytics and their relation with performance in VLE-supported F2F and online learning , 2014, Comput. Hum. Behav..

[4]  Carolyn Penstein Rosé,et al.  Analytics of Social Processes in Learning Contexts: a Multi-level Perspective , 2016 .

[5]  Rebecca Ferguson,et al.  Learning analytics: drivers, developments and challenges , 2012 .

[6]  Alyssa Friend Wise,et al.  Designing pedagogical interventions to support student use of learning analytics , 2014, LAK.

[7]  A. Little.  Essays on pedagogy , 2011 .

[8]  S. Inayatullah.  Causal layered analysis , 1998 .

[9]  Shane Dawson,et al.  Informing Pedagogical Action , 2013 .

[10]  Elizabeth Koh,et al.  A pedagogical framework for learning analytics in collaborative inquiry tasks: an example from a teamwork competency awareness program , 2016, LAK.

[11]  Michael Cole,et al.  Readings on the Development of Children , 1993 .

[12]  George E. P. Box,et al.  Empirical Model‐Building and Response Surfaces , 1988 .

[13]  Richard F. Elmore,et al.  Instructional Rounds in Education: A Network Approach to Improving Teaching and Learning , 2009 .

[14]  R. Elmore.  Getting to Scale with Good Educational Practice , 1996 .

[15]  J. Tan.  Digital kids, analogue students : a mixed methods study of students' engagement with a school-based Web 2.0 learning innovation , 2009 .

[16]  S. Jaramillo,et al.  Adams Becker, S.; Cummins, M.; Davis, A.; Freeman, A.; Hall Giesinger, C.; Ananthanarayanan, V. NMC Horizon Report: 2017 Higher Education Edition. Austin, Texas: The New Media Consortium, 2017 , 2017 .

[17]  S. A. Becker,et al.  NMC Horizon Report: 2016 Higher Education Edition , 2015 .

[18]  George Siemens,et al.  Guest Editorial - Learning and Knowledge Analytics , 2012, J. Educ. Technol. Soc..