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Data strategy pact

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Data strategy pact

  1. 1. Data Strategy
  2. 2. Anatomy of a Statement
  3. 3. Agent? • Is agent the right way to identify the learners using the intervention? • Can the agent information be obtained from another system? • What is the unique identifier being used for the agent?
  4. 4. …or Group? • Is the group the right way to identify the learners using the intervention? • What type of group is this, anonymous or identified? • Is there a name for the group? • Should I add identifiers for the individuals in the group?
  5. 5. Vocabulary Questions… • Is there something in a verb registry already that describes the action? • Is there a concept in an xAPI Profile that I can use? • If there is an existing verb, is the context correct for my usage? • Is there a community of practice for my industry? • If I need to create a verb, is there an existing template with a community of practice to create the verb? • If no community of practice, is there an industry group that can help set the vocabulary?
  6. 6. Objects… • What type of object will I need? • Do I need to refer to another statement with the object? • Does the object relate to an activity type? • Is there a consistent vocabulary that needs to be defined for the object?
  7. 7. Know Your Data What makes the data come into being? How hard is it to get the data I want/need? What’s my Data Supply Chain?
  8. 8. Know Your Data What makes the data come into being? How hard is it to get the data I want/need? What’s my Data Supply Chain?
  9. 9. What do you want to know? Participation Performance
  10. 10. Participation Related How are people using resources available? How much time are they spending? What elements/resources are proving useful? What aspects of participation affect results? What aspects of participation affect completions?
  11. 11. Performance Related Are we teaching the right things? How does course performance corresponded to job performance? Did X have the desired effect on Y?
  12. 12. Event Mapping
  13. 13. What data can we get?
  14. 14. Know Your Data What makes the data come into being? How hard is it to get the data I want/need? What’s my Data Supply Chain?
  15. 15. https://www.watershedlrs.com/visa-university-client-story
  16. 16. Know Your Data What makes the data come into being? How hard is it to get the data I want/need? What’s my Data Supply Chain?
  17. 17. Data Supply Chain Activity Providers Systems architecture Data management, ownership, accessibility Potential Data Integration concerns
  18. 18. Who are the Players?
  19. 19. Data Strategy Technical What data can we get from our systems?
  20. 20. Data Strategy Technical What data can we get from our systems? Content What activities can provide measurable data?
  21. 21. Data Strategy Technical What data can we get from our systems? Content What activities can provide measurable data? Analysis
  22. 22. Data Stewardship What Lies Beneath? You’ll have to teach someone.
  23. 23. Example http://bit.ly/ls-xapi-camp

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