https://padlet.com/trshirle/lw8x703gtyk3n292 en-us 2023-05-29 13:43:15 UTC 2023-05-29 14:54:15 UTC hello@padlet.com trshirle https://padlet.com/trshirle/lw8x703gtyk3n292/wish/2607915513 Learning Analytics is the measurement, collection, analysis and reporting of data about learners and their contexts, for purposes of understand and optimizing learning and the environments in which it occurs (1st International Conference on Learning Analytics and Knowledge)]]> 2023-05-29 13:49:35 UTC https://padlet.com/trshirle/lw8x703gtyk3n292/wish/2607915513 trshirle https://padlet.com/trshirle/lw8x703gtyk3n292/wish/2607918686 (EDULEARN 2021 with Barbara Wasson) shows the feedback loop for a typical learning analytics process]]> 2023-05-29 13:53:39 UTC https://padlet.com/trshirle/lw8x703gtyk3n292/wish/2607918686 trshirle https://padlet.com/trshirle/lw8x703gtyk3n292/wish/2607923490 -Insights into trends
-Can detects Engagement or Study patterns
-Understanding Learning Trajectories
-Help determine Learning Strategies]]> 2023-05-29 13:59:48 UTC https://padlet.com/trshirle/lw8x703gtyk3n292/wish/2607923490 trshirle https://padlet.com/trshirle/lw8x703gtyk3n292/wish/2607924221 -Predict trends (successes, retention, early exit from programs)
-Early alerts
-Intervention
-Retention]]> 2023-05-29 14:00:47 UTC https://padlet.com/trshirle/lw8x703gtyk3n292/wish/2607924221 trshirle https://padlet.com/trshirle/lw8x703gtyk3n292/wish/2607924807 -Adaptive systems
-Personalized Feedback
-Pedagogical resources and activities
-Personalized Learning
-Course or Curriculum Redesign
-Improved Instructor Performance

]]> 2023-05-29 14:01:30 UTC https://padlet.com/trshirle/lw8x703gtyk3n292/wish/2607924807 trshirle https://padlet.com/trshirle/lw8x703gtyk3n292/wish/2607927989 (EDULEARN 2021 with Barbara Wasson) shows the vast amount of data the can be collected from a multitude of sources - and these datasets continue to grow over time]]> 2023-05-29 14:05:49 UTC https://padlet.com/trshirle/lw8x703gtyk3n292/wish/2607927989 trshirle https://padlet.com/trshirle/lw8x703gtyk3n292/wish/2607931371 -Personal Data
-Sensitive Data
-Consent to use Data
-Federal/State Laws surrounding Data]]> 2023-05-29 14:10:10 UTC https://padlet.com/trshirle/lw8x703gtyk3n292/wish/2607931371 trshirle https://padlet.com/trshirle/lw8x703gtyk3n292/wish/2607935414 -Many students are unaware or unsure of how their data is being collected/used, which erodes trust and confidence in the institution
-Protection of data
-Algorithmic biases within the AI models which tend to favor certain students over others, leading to further inequity]]> 2023-05-29 14:15:14 UTC https://padlet.com/trshirle/lw8x703gtyk3n292/wish/2607935414 trshirle https://padlet.com/trshirle/lw8x703gtyk3n292/wish/2607938466 -Consent needed to use data?
-Who can use the data? : Parents, Students, Teaching, School Administrators?
-When can you access the data?  Realtime? Post-analysis?
-Quality of the data, format of the data, which data is most relevant to you?

]]> 2023-05-29 14:19:02 UTC https://padlet.com/trshirle/lw8x703gtyk3n292/wish/2607938466 trshirle https://padlet.com/trshirle/lw8x703gtyk3n292/wish/2607944116 Which assignments are students struggling with?]]> 2023-05-29 14:26:08 UTC https://padlet.com/trshirle/lw8x703gtyk3n292/wish/2607944116 trshirle https://padlet.com/trshirle/lw8x703gtyk3n292/wish/2607946121 Data showing how many times each particular part of the course is actually viewed (I can look at this at the student view as well, but for privacy chose not to show that level)]]> 2023-05-29 14:28:46 UTC https://padlet.com/trshirle/lw8x703gtyk3n292/wish/2607946121 trshirle https://padlet.com/trshirle/lw8x703gtyk3n292/wish/2607949478 When a student is struggling in the course, I use the analytics to identify areas that can be improved, the time students are actually in the course, and the areas giving the student the most difficulty. This image is a student activity report, which can be drilled down even more to individual assignment reporting.]]> 2023-05-29 14:32:59 UTC https://padlet.com/trshirle/lw8x703gtyk3n292/wish/2607949478 trshirle https://padlet.com/trshirle/lw8x703gtyk3n292/wish/2607952380 I am just now starting to use more of the analytics that we have access to in our LMS system.  In particular I use the analytics to issue 'early alerts' prior to the first midterm to students who have very low participation/activity/page views.  When students are having difficulty in the course, I use several different analytic views to help figure out what the potential issues are and possible solutions. I definitely lean more into the Descriptive and Diagnostic analytical tools. It's definitely a learning process for me!]]> 2023-05-29 14:36:31 UTC https://padlet.com/trshirle/lw8x703gtyk3n292/wish/2607952380 trshirle https://padlet.com/trshirle/lw8x703gtyk3n292/wish/2607959797 -Data tracking
-Data collection
-How is the data used? Evaluation?
-Changing technology]]> 2023-05-29 14:46:24 UTC https://padlet.com/trshirle/lw8x703gtyk3n292/wish/2607959797