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SIG LA                  Model of Learning Analytics           Obstacles   Recommendations for the future




                 Reflecting on Learning Analytics Tools
                The experiences of the Special Interest Group

                                                  Sander Latour
                                                   latour@uva.nl
                                                  @sanderlatour

                                            Universiteit van Amsterdam


                                                      7 maart 2013




Sander Latour                                                                 Universiteit van Amsterdam
Reflecting on Learning Analytics Tools
SIG LA                  Model of Learning Analytics   Obstacles   Recommendations for the future




         1 SIG LA


         2 Model of Learning Analytics


         3 Obstacles


         4 Recommendations for the future




Sander Latour                                                         Universiteit van Amsterdam
Reflecting on Learning Analytics Tools
SIG LA                  Model of Learning Analytics    Obstacles   Recommendations for the future




                           http://surfspace.nl/learninganalytics
                                             Twitter: #SIG LA

Sander Latour                                                          Universiteit van Amsterdam
Reflecting on Learning Analytics Tools
SIG LA                  Model of Learning Analytics   Obstacles   Recommendations for the future




Sander Latour                                                         Universiteit van Amsterdam
Reflecting on Learning Analytics Tools
SIG LA                  Model of Learning Analytics   Obstacles   Recommendations for the future




Sander Latour                                                         Universiteit van Amsterdam
Reflecting on Learning Analytics Tools
SIG LA                  Model of Learning Analytics   Obstacles   Recommendations for the future




Sander Latour                                                         Universiteit van Amsterdam
Reflecting on Learning Analytics Tools
SIG LA                  Model of Learning Analytics   Obstacles   Recommendations for the future




Sander Latour                                                         Universiteit van Amsterdam
Reflecting on Learning Analytics Tools
SIG LA                  Model of Learning Analytics   Obstacles   Recommendations for the future




Sander Latour                                                         Universiteit van Amsterdam
Reflecting on Learning Analytics Tools
SIG LA                  Model of Learning Analytics   Obstacles   Recommendations for the future




Sander Latour                                                         Universiteit van Amsterdam
Reflecting on Learning Analytics Tools
SIG LA                  Model of Learning Analytics   Obstacles   Recommendations for the future




Sander Latour                                                         Universiteit van Amsterdam
Reflecting on Learning Analytics Tools
SIG LA                  Model of Learning Analytics   Obstacles   Recommendations for the future




Sander Latour                                                         Universiteit van Amsterdam
Reflecting on Learning Analytics Tools
SIG LA                  Model of Learning Analytics   Obstacles   Recommendations for the future




Sander Latour                                                         Universiteit van Amsterdam
Reflecting on Learning Analytics Tools
SIG LA                  Model of Learning Analytics   Obstacles   Recommendations for the future




          1     Data was difficult to access.
                (e.g. uSis, Evasys, Blackboard)
          2     Systems were intended for administration, not analytics.
                Data was not entered with analytics in mind
          3     Data was severly incomplete.
                (e.g. Fronter, Blackboard Learn 9.1)
          4     Tools were difficult to combine
                Conversion scripts needed to be written




Sander Latour                                                         Universiteit van Amsterdam
Reflecting on Learning Analytics Tools
SIG LA                  Model of Learning Analytics   Obstacles   Recommendations for the future




          1     What you (don’t) collect determines everything else
                let’s not collect too little (keeping analytics in mind)
          2     Combining multiple tools is inevitable
                let’s make it easier
          3     Great danger for tool-centric analytics
                let’s keep it learner-centric




Sander Latour                                                         Universiteit van Amsterdam
Reflecting on Learning Analytics Tools
SIG LA                  Model of Learning Analytics   Obstacles   Recommendations for the future




Sander Latour                                                         Universiteit van Amsterdam
Reflecting on Learning Analytics Tools
SIG LA                  Model of Learning Analytics   Obstacles   Recommendations for the future




Sander Latour                                                         Universiteit van Amsterdam
Reflecting on Learning Analytics Tools
SIG LA                  Model of Learning Analytics   Obstacles   Recommendations for the future




Sander Latour                                                         Universiteit van Amsterdam
Reflecting on Learning Analytics Tools
SIG LA                  Model of Learning Analytics   Obstacles   Recommendations for the future




Sander Latour                                                         Universiteit van Amsterdam
Reflecting on Learning Analytics Tools
SIG LA                  Model of Learning Analytics   Obstacles   Recommendations for the future




         Rome wasn’t built in a day,
               but we have to keep building




Sander Latour                                                         Universiteit van Amsterdam
Reflecting on Learning Analytics Tools

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Reflecting on Learning Analytics Tools

  • 1. SIG LA Model of Learning Analytics Obstacles Recommendations for the future Reflecting on Learning Analytics Tools The experiences of the Special Interest Group Sander Latour latour@uva.nl @sanderlatour Universiteit van Amsterdam 7 maart 2013 Sander Latour Universiteit van Amsterdam Reflecting on Learning Analytics Tools
  • 2. SIG LA Model of Learning Analytics Obstacles Recommendations for the future 1 SIG LA 2 Model of Learning Analytics 3 Obstacles 4 Recommendations for the future Sander Latour Universiteit van Amsterdam Reflecting on Learning Analytics Tools
  • 3. SIG LA Model of Learning Analytics Obstacles Recommendations for the future http://surfspace.nl/learninganalytics Twitter: #SIG LA Sander Latour Universiteit van Amsterdam Reflecting on Learning Analytics Tools
  • 4. SIG LA Model of Learning Analytics Obstacles Recommendations for the future Sander Latour Universiteit van Amsterdam Reflecting on Learning Analytics Tools
  • 5. SIG LA Model of Learning Analytics Obstacles Recommendations for the future Sander Latour Universiteit van Amsterdam Reflecting on Learning Analytics Tools
  • 6. SIG LA Model of Learning Analytics Obstacles Recommendations for the future Sander Latour Universiteit van Amsterdam Reflecting on Learning Analytics Tools
  • 7. SIG LA Model of Learning Analytics Obstacles Recommendations for the future Sander Latour Universiteit van Amsterdam Reflecting on Learning Analytics Tools
  • 8. SIG LA Model of Learning Analytics Obstacles Recommendations for the future Sander Latour Universiteit van Amsterdam Reflecting on Learning Analytics Tools
  • 9. SIG LA Model of Learning Analytics Obstacles Recommendations for the future Sander Latour Universiteit van Amsterdam Reflecting on Learning Analytics Tools
  • 10. SIG LA Model of Learning Analytics Obstacles Recommendations for the future Sander Latour Universiteit van Amsterdam Reflecting on Learning Analytics Tools
  • 11. SIG LA Model of Learning Analytics Obstacles Recommendations for the future Sander Latour Universiteit van Amsterdam Reflecting on Learning Analytics Tools
  • 12. SIG LA Model of Learning Analytics Obstacles Recommendations for the future Sander Latour Universiteit van Amsterdam Reflecting on Learning Analytics Tools
  • 13. SIG LA Model of Learning Analytics Obstacles Recommendations for the future 1 Data was difficult to access. (e.g. uSis, Evasys, Blackboard) 2 Systems were intended for administration, not analytics. Data was not entered with analytics in mind 3 Data was severly incomplete. (e.g. Fronter, Blackboard Learn 9.1) 4 Tools were difficult to combine Conversion scripts needed to be written Sander Latour Universiteit van Amsterdam Reflecting on Learning Analytics Tools
  • 14. SIG LA Model of Learning Analytics Obstacles Recommendations for the future 1 What you (don’t) collect determines everything else let’s not collect too little (keeping analytics in mind) 2 Combining multiple tools is inevitable let’s make it easier 3 Great danger for tool-centric analytics let’s keep it learner-centric Sander Latour Universiteit van Amsterdam Reflecting on Learning Analytics Tools
  • 15. SIG LA Model of Learning Analytics Obstacles Recommendations for the future Sander Latour Universiteit van Amsterdam Reflecting on Learning Analytics Tools
  • 16. SIG LA Model of Learning Analytics Obstacles Recommendations for the future Sander Latour Universiteit van Amsterdam Reflecting on Learning Analytics Tools
  • 17. SIG LA Model of Learning Analytics Obstacles Recommendations for the future Sander Latour Universiteit van Amsterdam Reflecting on Learning Analytics Tools
  • 18. SIG LA Model of Learning Analytics Obstacles Recommendations for the future Sander Latour Universiteit van Amsterdam Reflecting on Learning Analytics Tools
  • 19. SIG LA Model of Learning Analytics Obstacles Recommendations for the future Rome wasn’t built in a day, but we have to keep building Sander Latour Universiteit van Amsterdam Reflecting on Learning Analytics Tools