How Ready Are We For Learning
Analytics?
University of Massachusetts Boston
Center For Innovation and Excellence in eLearn...
Readiness of Learning Management
Systems
Matthew S. Harris
Co-Founder
matthew.harris@collegeminer.com
http://www.linkedin....
Overview
Blackboard Analytics
Canvas Analytics
Desire2Learn Analytics
• Usage Tracking Data
• Student behaviors
• Student ...
Dimensions
• Time
• Course
• Department
• Major
• Student
Facts
• Logins
• Page views
• Time spent on content
• Interactio...
Dashboard view
• Course Logins
• Average pages and minutes spent
Blackboard Analytics Features
Dashboard view
• Course vs. other courses
Blackboard Analytics Features
Student Dashboard view
• Logins and Page views
Blackboard Analytics Features
College Miner Tool
Why our tool?
• Analyze the qualitative data
• Easy to use
• Send reports
• Historical analysis
Scope of the Problem
• Numerous Data
Sources
• Various Surveys
• Different Staff
• Numerous Goals
• Time consuming
• Histo...
College Miner Features
Report from Professor Evaluations
• Average overall rating for professors by Question
College Miner Features
Reports from Alumni Survey
• Jobs related to Major
• Analysis By Gender/Year/School
• Top employers
The Future – Real-Time Data
Why wait?
• Get feedback right away
• Ratings and Comments
Analyze Lectures
• Content usefulne...
Correlation
Data Analytics
• Tracking data
• Quantitative analysis
College Miner Tool
• Evaluations
• Student satisfaction...
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U mass pp-maine-conference-v1

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U mass pp-maine-conference-v1

  1. 1. How Ready Are We For Learning Analytics? University of Massachusetts Boston Center For Innovation and Excellence in eLearning
  2. 2. Readiness of Learning Management Systems Matthew S. Harris Co-Founder matthew.harris@collegeminer.com http://www.linkedin.com/in/matthewsharris
  3. 3. Overview Blackboard Analytics Canvas Analytics Desire2Learn Analytics • Usage Tracking Data • Student behaviors • Student interactions • Course content design • How many times a student logs into a course? • How much time a student spends on a page? College Miner • Concentrate on qualitative data • Student evaluations and surveys • Correlate grade with course evaluation and behavioral data • Real time data • Reporting catered to professors, department chairs, and deans • Have everyone analyze their own data, eliminate the need for a data analyst
  4. 4. Dimensions • Time • Course • Department • Major • Student Facts • Logins • Page views • Time spent on content • Interactions • Discussions • Assignments • Grades The Data in Detail
  5. 5. Dashboard view • Course Logins • Average pages and minutes spent Blackboard Analytics Features
  6. 6. Dashboard view • Course vs. other courses Blackboard Analytics Features
  7. 7. Student Dashboard view • Logins and Page views Blackboard Analytics Features
  8. 8. College Miner Tool Why our tool? • Analyze the qualitative data • Easy to use • Send reports • Historical analysis
  9. 9. Scope of the Problem • Numerous Data Sources • Various Surveys • Different Staff • Numerous Goals • Time consuming • Historical Data • Reporting Exit Survey s Alumni Evals Professor Evals Course Evals
  10. 10. College Miner Features Report from Professor Evaluations • Average overall rating for professors by Question
  11. 11. College Miner Features Reports from Alumni Survey • Jobs related to Major • Analysis By Gender/Year/School • Top employers
  12. 12. The Future – Real-Time Data Why wait? • Get feedback right away • Ratings and Comments Analyze Lectures • Content usefulness • What was helpful?
  13. 13. Correlation Data Analytics • Tracking data • Quantitative analysis College Miner Tool • Evaluations • Student satisfaction • Student outcomes • Qualitative analysis Real-Time Data • Know about issues right away • Improve satisfaction and outcomes Combine Tools • Data Analytics with Satisfaction • Correlate all data

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