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Oct. 17 2012, Stanford University




     Learning Analytics
     what are we optimizing for?

     Simon Buckingham Shum               @
                        http://twitter.com/sbskmi
     Knowledge Media Institute, The Open University UK
http://simon.buckinghamshum.net




                                                         1
rough plan…

     an analytics ecosystem
what do you think C21 learning is?
 how do we do analytics for this?
  examples of work in progress

comments/discussion throughout
                                     2
analytics ecosystem


                      3
A learning analytics ecosystem




learners




                                 educators



                                             4
A learning analytics ecosystem




learners




                                 educators



                                             5
A learning analytics ecosystem




learners


      ?!*?!*



                       ?!*?!*    educators

                                             6
A learning analytics ecosystem




                                 dashboard
                                 design team
learners


      ?!*?!*
                                 data curators/
                                 translators




                       ?!*?!*    educators

                                                  7
Where did the data come from?




             learners




                                8
Where did the data come from?




                 learners


                 theories
              pedagogies
             assessments
                    tools




     researchers / educators / instructional designers   9
Where did the data come from?




                 learners
                                                  technologists
                 theories
              pedagogies
             assessments
                    tools




     researchers / educators / instructional designers            10
The map is not the territory
Analytics are not the end, but a means
The goal is to optimize the whole system

                       outcome




                                                feedback
                   learners
       design




    Intent          theories
                                    Data
                 pedagogies
                assessments
                       tools

                          intent

       researchers / educators / instructional designers   11
Optimize the system
        for what?

   Your thoughts on
“21 st century learning”?


(a selection of artifacts brought by participants which say something
                       about the future of learning)
                                                                        12
Other slides I used…

http://www.slideshare.net/sbs/ascilitewebinaroct2012




                                                       13

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Learning Analytics - Stanford EDF 2012

  • 1. Oct. 17 2012, Stanford University Learning Analytics what are we optimizing for? Simon Buckingham Shum @ http://twitter.com/sbskmi Knowledge Media Institute, The Open University UK http://simon.buckinghamshum.net 1
  • 2. rough plan… an analytics ecosystem what do you think C21 learning is? how do we do analytics for this? examples of work in progress comments/discussion throughout 2
  • 4. A learning analytics ecosystem learners educators 4
  • 5. A learning analytics ecosystem learners educators 5
  • 6. A learning analytics ecosystem learners ?!*?!* ?!*?!* educators 6
  • 7. A learning analytics ecosystem dashboard design team learners ?!*?!* data curators/ translators ?!*?!* educators 7
  • 8. Where did the data come from? learners 8
  • 9. Where did the data come from? learners theories pedagogies assessments tools researchers / educators / instructional designers 9
  • 10. Where did the data come from? learners technologists theories pedagogies assessments tools researchers / educators / instructional designers 10
  • 11. The map is not the territory Analytics are not the end, but a means The goal is to optimize the whole system outcome feedback learners design Intent theories Data pedagogies assessments tools intent researchers / educators / instructional designers 11
  • 12. Optimize the system for what? Your thoughts on “21 st century learning”? (a selection of artifacts brought by participants which say something about the future of learning) 12
  • 13. Other slides I used… http://www.slideshare.net/sbs/ascilitewebinaroct2012 13