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xAPI Models & ImplicationsMEGAN TORRANCE, TORRANCELEARNING
What is SCORM?
 Time
 Score
 Location
 Status
 Answers
Dollarphotoclub_94940084
Activity Provider
Activity Statement
Learning Record Store
Dollarphotoclub_94940084
Activity Provider
Content
Activity Statement
Learning Record Store
You
Legacy content
Kirkpatrick’s Levels of Training
Evaluation
Level 2 Level 2 Level 3 / 4 Level 4 / 5
Behaviors
!
Practice &
Testing
Knowledge &
Retention
Results & ROI
Level 1
Satisfaction &
Experience
SCORM
xAPI
The 70/20/10
People ExperienceFormal
SCORM
xAPI
Conrad Gottfredson & Bob Mosher's
5 (9) Moments of Learning Need
5 Moments of Learning Need: Gottfredson & Mosher
9 Moments of Need: Torrance
Apply
New
More
Solve
Change
SCORM
xAPI
SCORM
Before
Prepare
Remember
Teach
What can you do now that you have
xAPI?
 Learn more about the learning experience
 Learn more about the performance
 Correlate learning with performance
 Correlate learning with results
 Correlate performance with results
 Offer more targeted training
 Support performance in better ways
 Learn from others
 Share learning with others
 Compare performance and learning across learners
 Deliver and track training outside of the LMS
A taxonomy of xAPI projects
 Some trail markers make it easier.
 The markers help you sort out:
 The nature of the experience
 The nature of transactions
 The context of the situation
 Who the initiator of the transaction is
 The purpose for the evaluation
The experience is …
Social
 Activity is (can be) shared
with and followed by others
 Activity is consumed
horizontally across the
organization
 Encourages learning from
others (high performers)
Personal
 Activity is (relatively) private
 Activity is primarily
consumed by the learner
and vertically with leaders
S P
The transactions are…
Predictable
 We know the triggers and
when to expect them
 We know the possible range
of statements
Variable
 Triggers are “random” or at
least not prescribed
 Verbs and direct objects are
unknown until used
P V
The context is …
Learning
 Transactions document the
learning process and/or
performance simulations
 Source of transactions has
(often) been created by the
L&D team
Performance
 Transactions document
actual performance
 Source of transactions has
been created by (or in)
another source and sent to
or imported by the learning
system
L P
The initiator is …
The learner
 The learner
chooses when
to document
the experience.
An observer
 An observer
chooses when
to document
the experience.
The environment
The experience is
documented behind the
scenes.
The learner may not be
overtly aware of it.
L O E
The evaluation is …
Formative
 What do you know?
What don’t you know?
 Data is used to determine
learning gaps (and
ultimately fill them).
Summative
 What have you learned?
What can you do with it?
 Data used to certify that
learning has happened.
F S
Experienceis…Transactionsare..Contextis…Initiatoris…Evaluationis…
USECASES
WHYxAPI?
Traditional SCORM Elearning
 Learners access elearning in a learning
management system (LMS).
 Important metrics include completion,
score, status, location.
If this works for the situation,
there may be no need for an
xAPI solution.
Traditional compliance course
Info & test-based course
E
L
P
P ersonal
redictable
earning
nvironment
S ummative
SCORM on steroids
Where can I get it?
Sean Putman’s work in
xapiquarterly.com
Experienceis…Transactionsare..Contextis…Initiatoris…Evaluationis…
USECASES
WHYxAPI?
SCORM on steroids
 Track all the things.
 You need to track more, and more
easily, than could ever be done with
SCORM.
 This formal learning environment is still
a private experience.
 You need to track multiple people doing
the same thing together.
Document more about learning Learner groups working
together
Don’t have SCORM & need to
start up fast
L
L
P
P
S
ersonal
redictable
earning
earner
ummative
The hypomnema
Where can I get it?
https://github.com/To
rranceLearning/book
marklet
tincanapi.com/
bookmarklet/
Experienceis…Transactionsare..Contextis…Initiatoris…Evaluationis…
USECASES
WHYxAPI?
Personal organizer
Class assignment to collect
resources
The hypomnema
 Personal learning diary
 Learner bookmarks web pages and
experiences to create a personal diary.
 Others can see or follow the path. High
performers can be followed.
 Tag and comment on pages.
 Creates a personalized & transferrable
library.
Document more about learning
L
L
V
S
earning
earner
?
ocial
ariable
The experience learning to do list
Where can I get it?
https://github.com/To
rranceLearning/xAPI-
Gnome
Experienceis…Transactionsare..Contextis…Initiatoris…Evaluationis…
USECASES
WHYxAPI?
The experience learning to do list
 Personal learning checklist
 The learner has a checklist of things to
accomplish as part of a curriculum.
 SCORM and non-SCORM items can be
on the checklist.
 Two-way communication with the LRS
means the learner can initiate some
checks, and others can be gathered
“hands-free.”
Track learning outside the LMS
Learn more about the learning
process
Support performance
New hire checklist
Coaching checklists
Deli counter prep checklist
L
L
P
P
F
ersonal
redictable
earning
earner
ormative
CASE:
You are building or
acquiring a tool that
will allow an
observer to rate an
employee’s skills
based on a rubric
and transmit that
data via xAPI.
P ersonal
s ocial
V ariable
P redictable
P erformance
L earning
S ummative
F ormative
O bserver
L earner
E nvironment
So what?!?!
The experience is …
Social Personal
S P
The transactions are…
Predictable Variable
P V
The context is …
Learning Performance
L P
The initiator is …
The learner An observer The environment
L O E
The evaluation is …
Formative Summative
F S

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xAPI Models & Their Implications for xAPI Party May 2016

  • 1. xAPI Models & ImplicationsMEGAN TORRANCE, TORRANCELEARNING
  • 2. What is SCORM?  Time  Score  Location  Status  Answers
  • 5. Kirkpatrick’s Levels of Training Evaluation Level 2 Level 2 Level 3 / 4 Level 4 / 5 Behaviors ! Practice & Testing Knowledge & Retention Results & ROI Level 1 Satisfaction & Experience SCORM xAPI
  • 7. Conrad Gottfredson & Bob Mosher's 5 (9) Moments of Learning Need 5 Moments of Learning Need: Gottfredson & Mosher 9 Moments of Need: Torrance Apply New More Solve Change SCORM xAPI SCORM Before Prepare Remember Teach
  • 8. What can you do now that you have xAPI?  Learn more about the learning experience  Learn more about the performance  Correlate learning with performance  Correlate learning with results  Correlate performance with results  Offer more targeted training  Support performance in better ways  Learn from others  Share learning with others  Compare performance and learning across learners  Deliver and track training outside of the LMS
  • 9. A taxonomy of xAPI projects  Some trail markers make it easier.  The markers help you sort out:  The nature of the experience  The nature of transactions  The context of the situation  Who the initiator of the transaction is  The purpose for the evaluation
  • 10. The experience is … Social  Activity is (can be) shared with and followed by others  Activity is consumed horizontally across the organization  Encourages learning from others (high performers) Personal  Activity is (relatively) private  Activity is primarily consumed by the learner and vertically with leaders S P
  • 11. The transactions are… Predictable  We know the triggers and when to expect them  We know the possible range of statements Variable  Triggers are “random” or at least not prescribed  Verbs and direct objects are unknown until used P V
  • 12. The context is … Learning  Transactions document the learning process and/or performance simulations  Source of transactions has (often) been created by the L&D team Performance  Transactions document actual performance  Source of transactions has been created by (or in) another source and sent to or imported by the learning system L P
  • 13. The initiator is … The learner  The learner chooses when to document the experience. An observer  An observer chooses when to document the experience. The environment The experience is documented behind the scenes. The learner may not be overtly aware of it. L O E
  • 14. The evaluation is … Formative  What do you know? What don’t you know?  Data is used to determine learning gaps (and ultimately fill them). Summative  What have you learned? What can you do with it?  Data used to certify that learning has happened. F S
  • 15. Experienceis…Transactionsare..Contextis…Initiatoris…Evaluationis… USECASES WHYxAPI? Traditional SCORM Elearning  Learners access elearning in a learning management system (LMS).  Important metrics include completion, score, status, location. If this works for the situation, there may be no need for an xAPI solution. Traditional compliance course Info & test-based course E L P P ersonal redictable earning nvironment S ummative
  • 16. SCORM on steroids Where can I get it? Sean Putman’s work in xapiquarterly.com
  • 17. Experienceis…Transactionsare..Contextis…Initiatoris…Evaluationis… USECASES WHYxAPI? SCORM on steroids  Track all the things.  You need to track more, and more easily, than could ever be done with SCORM.  This formal learning environment is still a private experience.  You need to track multiple people doing the same thing together. Document more about learning Learner groups working together Don’t have SCORM & need to start up fast L L P P S ersonal redictable earning earner ummative
  • 18. The hypomnema Where can I get it? https://github.com/To rranceLearning/book marklet tincanapi.com/ bookmarklet/
  • 19. Experienceis…Transactionsare..Contextis…Initiatoris…Evaluationis… USECASES WHYxAPI? Personal organizer Class assignment to collect resources The hypomnema  Personal learning diary  Learner bookmarks web pages and experiences to create a personal diary.  Others can see or follow the path. High performers can be followed.  Tag and comment on pages.  Creates a personalized & transferrable library. Document more about learning L L V S earning earner ? ocial ariable
  • 20. The experience learning to do list Where can I get it? https://github.com/To rranceLearning/xAPI- Gnome
  • 21. Experienceis…Transactionsare..Contextis…Initiatoris…Evaluationis… USECASES WHYxAPI? The experience learning to do list  Personal learning checklist  The learner has a checklist of things to accomplish as part of a curriculum.  SCORM and non-SCORM items can be on the checklist.  Two-way communication with the LRS means the learner can initiate some checks, and others can be gathered “hands-free.” Track learning outside the LMS Learn more about the learning process Support performance New hire checklist Coaching checklists Deli counter prep checklist L L P P F ersonal redictable earning earner ormative
  • 22. CASE: You are building or acquiring a tool that will allow an observer to rate an employee’s skills based on a rubric and transmit that data via xAPI. P ersonal s ocial V ariable P redictable P erformance L earning S ummative F ormative O bserver L earner E nvironment
  • 24. The experience is … Social Personal S P
  • 26. The context is … Learning Performance L P
  • 27. The initiator is … The learner An observer The environment L O E
  • 28. The evaluation is … Formative Summative F S

Notes de l'éditeur

  1. SCORM is a standard for the way that elearning courses communicate with their learning management systems. It tracks about 20 pieces of data, about 5 of which are interesting to instructional designers, and it’s all packaged up in a nice neat container. SCORM is just fine if everything you need to learn and track can be housed in your LMS. And you only learn when you’re connected to the internet and logged into the LMS. ASK: How much of what your learners need to know is learned in an elearning course in the LMS?
  2. There are three “parts” to xAPI: The Activity Provider, the Activity Statement and the Learning Record Store.
  3. There are three “parts” to xAPI: The Activity Provider, the Activity Statement and the Learning Record Store. The Activity Provider is what’s sending the data – if it’s an elearning situation, then the activity provider is the course. You are the one doing the thinking here. The content is what you’re talking about. Again, if we’re talking about elearning, the content is … your content. The Activity Statement is the format with which we’re sending the data. To be honest, the funnel doesn’t really hold up well as a metaphor. And we’re pouring all these statements into a Learning Record Store, which is a database … kind of – but not really – like your LMS. At some point it may or may not have to mix in with some legacy content and data in order to make sense.
  4. Overlaying Kirkpatrick’s Evaluation Levels and Cathy Moore … with what we can track in xAPI and what we have historically been able to track using Kirkpatrick
  5. Similarly the 70/20/10 model.
  6. And the Gotfredson Mosher 5 moments of learning need (which I have expanded to 9 moments) 5 Moments of Learning Need: Gottfredson & Mosher http://www.learningsolutionsmag.com/articles/949/ 9 Moments of Need: Torrance https://www.td.org/Publications/Magazines/TD/TD-Archive/2014/09/Nine-Moments-of-Learning
  7. DPC #68811451
  8. RFED, Stroke READY, Riptide Onboard Sales
  9. TES, hypomnema, Johns Hopkins
  10. Finbert the Gnome
  11. BREAKOUT GROUP ACTIVITY Given x Scenario, what infrastructure would you choose for a project? What are the pros and the cons of this choice? Is your answer different depending on whether this is a short term project or a longer term implementation?