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Openness and Analytics: The Future of Learning Objects David Wiley, PhD Instructional Psychology & Technology Brigham Young University
“Curricular units can be made smaller and combined, like standardized Meccano parts, into a great variety ofparticular programscustom-made foreach learner.”Gerard (1969)
Wayne Hodgins(1994) “Learning Objects”
“Learning objects are like Legos” Wayne Hodgins
The Big Question We must all ask ourselves…
Why???
They’re cool!To help students learn better!To save money!That’s what funders want!
The Answer Changes our work significantly
My Own Answer Let me tell you a few stories…
Once upon a time (1996)
There was a JS calculator
Something Had Changed Something deeply important…
Expertise Is Nonrivalrous Can be given without being given away
“He who receives ideas from me, receives instruction himself without lessening mine; as he who lights his taper at mine receives light without darkening me.” Thomas Jefferson
External Expressions Aren’t To give a book you must give it away
Digital Expressions Are Magical They are nonrivalrous expressions
E.g., Online Book We can all read simultaneously
An Indescribable Advance The first time in human history
Expertise and Its Expressions Give without giving away
Unprecedented Capacity The Two Paths
The First Path Create once, then sell infinite perfect copies at $0 cost!
The Second Path Create once, then give away infinite perfect copies at $0 cost!
My Initial Interest Was Financial Learning objects could give us  Increased affordability and access
40  / 15 years Several years have passed,and where are we?
Approx 300 journal articles Literature review http://www.citeulike.org/user/opencontent
Conclusion? This research is a mess
Computer Science “Invasion”Educator “Evacuation”
Technical Standards SoupIMS, SCORM, IEEE, LOM, DC, ARIADNE, Etc.
Ontology Proliferation Multiple definitions and approaches to design and function
“If only everyone would do itmyway...” Has a certain arrogance
What if, instead… We asked what everyone does?
Repositories Google
IEEE LOM Tagging
OAI-PMH RSS / Atom
IMS-CP / SCORM HTML / Zip / etc.
Ontologies Folksonomies
LMSs Wikis / Blogs / Social Networks
Learning Objects Resources
What’s different?
Complex Simple
Little use Massive use
“Simple Wins”
We can spend our energy
Trying to change behavior
Trying to leverage behavior
The Terrible Questions With apologies
What is a learning object?
“Any digital resource that can be reused to facilitate learning” Wiley (2000)
Four components
“Resource”
“Digital”
“Learning”
“Reuse”
Lots of (1) digital (2) resources for (3) learning
Very little (4) reuse
Why is reuse so hard?
Two reasons
First
Context suggests meaning
What is context?
Things next to each other In space or time
http://www.quest-online.com/NewFiles/images/barak-obama.jpg
http://www.sonofthesouth.net/slavery/abraham-lincoln/pictures/abraham-lincoln-625.jpg
http://www.britannica.com/blogs/wp-content/uploads/2007/10/bin-laden.jpg
http://digitalheadbutt.files.wordpress.com/2006/11/michael-jordan.jpg http://hunternuttall.com/blog/wp-content/uploads/2008/07/tiger-woods.jpg
More things together=More complex meaning
More complex meanings=More “fit” problems
What big should a learning object be?
What does “size” mean?
Size Amount of context inside the learning object
The Reusability Paradox
Teaches Effectively Easy to Reuse
Big Learning Objects ,[object Object]
 Hard to reuse (don’t “fit”)
 SO…
 No one reuses them,[object Object]
 Don’t teach well
So…
 No one reuses them,[object Object]
Scope and Sequence Instructional Design
Flickr / net_efekt
What if you had this…
But needed this?
Or this?
Just Adapt It, Right?
Complete (c) Assumed  Ambient, Ubiquitous Copyright
Reuse => Exactly As is When does “as is” suffice?
Not Very Often We always want to tinker
Adaptability is Critical But missing from our normal conception of learning objects
Copyright Permissions Are… Too hard to get Too expensive to get
So We Give Up Either we choose a different LO, orwe break the law, orwe do a poor job
Reuse is hard because:(1) context, reusability paradox(2) copyright issues
What do we do?
Learning Objects + Open Source LicenseOpen Educational Resources
What is an Open License?
Grants4 Rs Permissions Reuse  -  verbatim copies Redistribute  -  share copies  Revise  -  make adaptations Remix  -  combinations / mashups
Creative Commons
Redistributable Remixable 4Rs Revisable Reusable Reusable Accessible Accessible RAID RAID Interoperable Interoperable Durable Durable LO OER
OER = Learning Objects 2.0
OER ,[object Object]
 Legal to revise / adapt
So…
 We can reuse them,[object Object]
(Not context-free repositories)
Is “Open” Financial? Some thoughts about OER and improving learning
Legally Open vs Technically Open Can OER be adpated?
ALMS Analysis Framework Access to editing tools?Level of expertise required?Meaningfully editable?Self-sourced?
Access to Editing Tools?Are editing tools practically available (platform / cost?)
Access to Editing Tools?Example: html filesNon: MS OneNote files
Level of Expertise?Can a file be adapted withlittle / no training?
Level of Expertise?Example: Word or odt filesNon: 3d models, flash quizzes
Meaningfully Editable?Can the content of the file even be changed?
Meaningfully Editable?Example: Word or html fileNon: Scanned pdf of notes
Self-Sourced?Is the file preferred for editing also the file preferred for using?
Self-Sourced?Example: html fileNon: Flash fla / swf files
Open... but not
Less Expensive- Reuse  -  verbatim- Redistribute  -  share- Revise  -  derivatives- Remix  -  combinations
More Expensive- Reuse  -  verbatim- Redistribute  -  share- Revise  -  derivatives- Remix  -  combinations
How Can Open Improve Learning? An example
http://openhighschool.org/
Bloom’s 2 Sigma Challenge Bloom, 1984
One-to-One Tutoring And other methods compared to 30 students in the classroom
Average Tutored Student by 2 SD In other words, the average student is capable of much more
Tutoring is Expensive So we teach class instead!
If the research on the 2 sigma problem yields practiced methods (methods that the average teacheror school faculty can learn in a brief periodof time and use withlittle more cost or timethan conventional instruction), it would be an educationalcontribution of the greatest magnitude. (p. 5) Bloom, 1984
To Tutor Or Not to Tutor? That is the (false) question
“Strategic Tutoring” What if we could do one-on-one tutoring just-in-time and just-on-topic?
Requires Great Insight We’d have to know who needs help, when, and what they need help with
Data Are the Key You’d need live, fine-grained data about students, assessment, and curriculum
Good Data Are Expensive! Who gathers and analyzes data like this?
Each and Every Interaction Recorded and stored for analysisto improve quality of service / experience
Even the Grocer! Almost every industry uses data more effectively than education
How Can We Get the Data? One option is to follow Google, Amazon, Netflix, WoW, etc.
Do School Online Where each and every interaction can be captured and stored for analysis
What Kind of Data? When they logged in, read, and worked How long they logged in, read, and worked Pathway information, Item-by-item analytics &c.
OHSU Teaching Model OER teach as much as possible,teachers do proactive “strategic tutoring”
Another Benefit of Data Engage in continuous improvement of curriculum materials
Can You Improve Curriculum? Data aren’t sufficient – you need permission
OHSU Charter Requires OER Founders’ way of “burning the ships”
Conjoint Continuous Improvement Student learning and curriculum effectiveness grow simultaneously
FeedbackLoop Curriculum Redesign Data Describing Curriculum Performance Data Supporting Strategic Tutoring Curriculum Use Student Performance Data
Visualizing Educational Data Creating new visualization techniques to support teaching and learning
Some Conclusions Finally!
Difficulties with Learning Objects LOs have yet to fulfill their potential, because of copyright and technical problems
Open Licenses Solve Problems When “reuse” can also mean “revise” and “remix,” LOs can more fully realize their potential
OER = Learning Objects 2.0 When “reuse” can also mean “revise” and “remix,” LOs can realize their potential
OER => Google Searchability Google, Bing, and others support specialized OER search
OER = Lower Cost Freely available
OER => Increased Learning Continuous quality improvement
Thank You david.wiley@byu.edu http://davidwiley.org/ http://slideshare.net/opencontent/
Utah Open Textbooks Project Replacing expensive textbooks with remixed OER textbooks from CK12.org Funded by the Hewlett Foundation

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LACLO 2010 - Openness and Analytics: The Future of Learning Objects

Notas del editor

  1. Photo from http://www.mecworld.co.za/jmh/jmh/articles_files/what_is_meccano/whatismec.htm
  2. Lego photo CC BY SA from http://www.flickr.com/photos/seven13avenue/2080281038/
  3. Lego photo CC BY SA from http://www.flickr.com/photos/seven13avenue/2080281038/
  4. Public domain photo from http://en.wikipedia.org/wiki/File:T_Jefferson_by_Charles_Willson_Peale_1791_2.jpg
  5. CC BY Photo - http://www.flickr.com/photos/dsevilla/1910384749/