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To contact an instructional designer about using learning analytics tools in your courses, please contact the Institute for Learning and Teaching.

To learn more about conducting research that involves learning analytics data, please contact the Center for the Analytics of Learning and Teaching.


References for sources cited in this website are available.


Please note that some passages in this report are drawn from an article by Mike Palmquist published in 2020 in the edited collection, Diverse Approaches to Teaching, Learning, and Writing Across the Curriculum: IWAC at 25, available at and from an article published in 2019 the Journal of Writing Analytics, available at These passages are used with permission.