The Emergence of Learning Analytics: Evidence-based Decision Making

Learning Analytics is a fast-growing field in education focused on the use of data to improve teaching and learning. Learning management systems are starting to include dashboard tools with visual data displays, products like ALEKS use adaptive learning technologies in concert with analytics tools to provide students with personalized learning experiences, and Columbia University has recently established a Master’s degree in Learning Analytics.

While definitions vary, the focus of Learning Analytics is usually data that instructors and students can use, particularly during instruction, to positively impact learning. Below is an example of a dashboard in the open source learning management system called “Desire2Learn” showing course data for one student:

LA-D2Ldashboard

A different example of data used in teaching is shown below. This table is from Kaltura, which is integrated with myLesley (Blackboard). It shows data related to views of a video in an online professional development seminar facilitated in May, 2016. Such information can allow instructors to know which students are viewing the media and how much they are viewing:

 

Kaltura Data

A final example from the open source LMS called “Sakai” shows the nature of student interaction in online discussions through a social network diagram. This data can be used early in a course to find out which students are less involved, which could be future group leaders, and the level of collaboration in the discussions. As a course is running, an instructor might want to use this data to refine or redirect discussion activities, and enhance the course’s interactivity. This kind of useful information is much harder to discern using the typical discussion tools in learning management systems.

LA-Sakai

We have no doubt that you will continue to hear more about Learning Analytics as the technology you use to support your teaching integrates data that is more visually accessible and actionable. Making use of this information in the right way can only enhance the learning experience you deliver – making it more targeted and responsive.

To find out more about Learning Analytics that are currently available to in myLesley, contact elis@lesley.edu.

VoiceThread: Peer Review and Advanced Commenting Features (Webinar Recording)

On January 20, Sadie Anderson from VoiceThread conducted a training webinar for Lesley faculty, focusing on peer review and the advanced commenting features now available in VoiceThread. A recording of the webinar is below.

For more information on VoiceThread’s new commenting tools, see:
Private Commenting
Threaded Commenting
Direct Reply
Comment Moderation

Want to learn more about using VoiceThread in your course? Sign up for one of VoiceThread’s free online workshops or view a recording from a past workshop: https://voicethread.com/workshops

Blended Learning Case Studies: The Case of the Missed Discussion

During Pump Up Your Pedagogy week, eLIS instructional designers, John McCormick and Jaclyn Travis, presented a workshop for faculty on strategies for creating blended learning activities. Faculty worked through a problem cases together to come up with solutions for common instructional challenges. Below is the case of the missed lecture and a few potential solutions to the problem. Below is the second case faculty reviewed, the missed class discussion due to snow days, and some potential solutions.

 

The Case:
Professor Michael Sanchez frequently uses small-group and whole-class discussion to engage students in the content of his undergraduate business course. His course meets once a week for 2.5 hours, and due to recent snowstorms, they have now missed two classes in a row. There is one week before the class next meets.

Michael would like his students to engage with each other on the topic of best practices in managing organizations, rather than doing only individual assignments, since it will have been three full weeks of working on their own by the time they next meet. How might you advise him on using the online environment to facilitate discussion in a class of 25 students? How would you recommend he subsequently uses the next face-to-face class?

The Problem:
The students will not have met for 3 weeks unless the online environment is used before the next face-to-face class. The professor’s goal is that his 25 students engage collaboratively on the topic of best practices in managing organizations.

Solution(s):
Because of the large number of students, small groups will have to be a component of any solution. It would be ill-advised to attempt a large online group meeting, whether it be live or asynchronous. Online discussions with this many students would be unwieldy and live sessions would be both difficult to schedule and challenging to achieve the type of engagement one might expect in a face-to-face situation.

A good solution would involve breaking the class into small groups of 3-6. Ideally, students should engage on the topic in an authentic way, so moving beyond a wide-ranging discussion around best practices in managing organizations towards a more articulated, applied activity might work well. For example, each student group could be given a case or problem-like scenario to work on. Groups can then share out their solutions in a common location online, either using text-based or voice-based technology tools. The next face-to-face class could include Q and A or discussion around those solutions.

12 Days of Learning: Online Discussion & Collaboration

Atomic Learning has created the 12 Days of Learning, a series of articles designed to kick off resolutions to keep learning in the new year. We thought this was a great idea and have decided borrow (shamelessly steal) it and do our own. It’s Day 12 and we’re wrapping up our 12 Days of Learning series with online discussion and collaboration. Check in with us tomorrow for a bonus learning day.

Moving your classroom discussion online can pose several unexpected challenges. It can also provide several unexpected benefits. Below is a presentation from two of eLIS’s instructional designers, John McCormick and Sarah Krongard, on how online is different and what to consider when designing one for your course.

View the presentation in another window or click through the slides below.

Groupwork and collaboration online can also present challenges not present in the traditional classroom, but effective collaboration skills are considered critical to being successful in today’s world. This video from the University of New South Wales in Australia offers useful strategies for creating group assignments online and then facilitating and assessing them.

12 Days of Learning: View and Sort Discussion Threads

Atomic Learning has created the 12 Days of Learning, a series of articles designed to kick off resolutions to keep learning in the new year. We thought this was a great idea and have decided borrow (shamelessly steal) it and do our own. For Day 2, we will look at how to sort and view discussion threads in myLesley.


The Discussion Board in myLesley (Blackboard) is one of the most used tools. It’s a great way to replicate or continue the classroom discussion online, but do you really know all the tricks to easily navigate, view and sort posts? View this short
Atomic Learning video to learn how and increase you myLesley Discussion Board skills. Enter your myLesley username and password when prompted to view.

discussion thread