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Teaching the Crowd
Terry Anderson,
Professor, Athabasca University
Berlin, Germany: April 16-17, 2015
With much Credit to Jon Dron
Agenda
• The usual futurist’s look at a changing world
• What it means for educators
• 3 Generations of Pedagogy
– Cognitive Behavioural developments
– Social Cognitive developments
– Connectivist developments
• Social Aggregations Make a difference
– Demo of Athabasca Landing?
Values
• We can (and must) continuously improve the
quality, effectiveness, appeal, cost and time
efficiency of the learning experience.
• Student control and freedom is integral to 21st
century life-long education and learning.
• Continuing education opportunity is a basic
human right.
http://www.intel.com/content/www/us/en/communications/internet-minute-infographic.html
Very Rapid Technological Change
All Online Learning is not the same
Learning as Dance
(Anderson, 2008)
• Technology
sets the
beat and
the timing.
• Pedagogy
defines the
moves.
Understanding Online Pedagogies and
fitting them into our social boxes
• McLuhan “We shape our tools and
thereafter our tools shape us”
• “When physical spaces for
learning go online (distributed,
non-hierarchical, networked,
digital), new, more effective
pedagogies emerge”. George
Siemens
Three Generations of
Online Learning Pedagogy
1. Behaviourist/Cognitive –
2. Social Constructivist –
3. Connectivist
Anderson, T., & Dron, J. (2011). Three generations of
distance education pedagogy.
IRRODL, 12(3), 80-97
1. Behavioural/Cognitive Pedagogies
• “tell ‘em what you’re
gonna tell ‘em,
• tell ‘em
• then tell ‘em what you
told ‘em”
Direct
Instruction
Gagne’s Events of Instruction (1965)
1. Gain learners' attention
2. Inform learner of objectives
3. Stimulate recall of previous information
4. Present stimulus material
5. Provide learner guidance
6. Elicit performance
7. Provide Feedback
8. Assess performance
9. Enhance transfer
Instructional Systems Design (ISD)
Enhanced by the “cognitive
revolution”
• Chunking
• Cognitive Load
• Working Memory
• Multiple Representations
• Split-attention effect
• Variability Effect
• Multi-media effect
– (Sorden, 2005)
“learning as acquiring and using conceptual and cognitive structures”
Greeno, Collins and Resnick, 1996
Technologies of 1st generation
• CAI, text books, One way Lectures, Video and audio
broadcasts and webcasts with advancements??
"At the School" (1910), French postcard envisioning techno-pedagogy in the year 2000.
(Bibliothèque nationale de France, via paleofuture)
Social Focus of 1st generation -
Individual Learner
Learning Alone
• Maximizes Freedom:
– Space, time, pace,
• Allows and promotes
individualization
• Freedom from “group think”
• Power of auto-didacticism
• Freedom from groups
Behavioural/Cognitive Developments
Open Educational Resources
& Open Texts
Because it saves time!!!
Publisher’s Response to OERs
All resources linked to national learning outcomes
POERUP Map of OER Initiatives
http://poerup.referata.com/wiki/Maps
OER Barriers to Adoption
• Few instructor incentives
• Publisher push back
• Quality concerns
• Licensing, copyright issues
• “not invented here” syndrome
• Lack of open culture and practice
• Insufficient content
Adaptation of Course Content by type
of Learner
Hermans, H., Jansse, J., Vogten, H., & Koper, R.
(2015). Flexible Provisioning Adult Learners.
Journal of Universal Computer Science 21(2)
Khan Academy Offers Student
Tracking/Analytics
Big Data &Education
1) Technology: maximizing computation power and
algorithmic accuracy to gather, analyze, link, and
compare large data sets.
2) Analysis: drawing on large data sets to identify
patterns in order to make economic, social, technical,
and legal claims and design interventions.
3) Mythology: the widespread belief that large data sets
offer a higher form of intelligence and knowledge that
can generate insights that were previously impossible,
with the aura of truth, objectivity, and accuracy.
Boyd, d. & Crawford, K. (2013). Critical Questions for Big Data: Provocations
for a Cultural, Technological, and Scholarly Phenomenon
1st Generation,
Cognitive Behavioural Pedagogy
Summary
• Scalable
• Few requirements (or opportunities), for
social learning
• Works most efficiently with individual
learning models
• Effective and efficient for some types of
learning
• Have we really taught learners to succeed as
life long learners with this type of learning?
31
2nd Generation
Social Constructivist Pedagogy
• Group Orientated
• Membership and exclusion, closed
• Not scalable - max 50 students/course
• Classrooms - at a distance or on campus
• Hierarchies of control
• Focus on collaboration and shared purpose
group
2nd Generation - Constructivist
• Current model for
most Online
Learning– continued
strong growth
globally
• Canada - “Student
registrations jumped
another 18.4% in
Winter 2013”
Image: http://theories-theorists.wikispaces.com/Shanna-+Constructivism
Constructivist Learning in Groups
• Long history of research
and study
• Established sets of tools
– Classrooms
– Learning Management
Systems (LMS)
– Synchronous (chat, video
& net conferencing)
– Email, wikis, blogs
• Need to develop face to
face, mediated and
blended group learning
skills
Garrison, R., Anderson, T., & Archer, W. (2000). Critical thinking in text-based
environment: Computer conferencing in higher education. The Internet and
Higher Education, 2(2), 87-105.
• “Is it not pleasant to learn
with a constant
perseverance and
application?”
• 'Is it not delightful to have
friends coming from
distant quarters?’
Confucius Analects translated by Legge:
• Increase in learning
outcomes, social skills,
positive attitudes to
learning BUT
• “the need for cooperative
teams to mature implies
that cooperative learning
does not yield an
immediate improvement
…need for patience and
persistence… students
experienced in cooperative
learning”
Hsiung, C.-M. (2012). The Effectiveness of Cooperative Learning. Journal of Engineering
Education, 101(1), 119-137.
Social Constructivist Learning
The Power of Synchronous
Learning in Groups
• Immediacy
• Pacing
• Social Modeling
• Comfort level for student and
teachers, but DON’T fall into
classroom lectures.
Immersion ??
Group Management
• Need good tools to
allow group to
work effectively
and efficiently to
build trust and
work effectively at
a distance
https://voicethread.com/?#u316369
https://voicethread.com/?#u316369.b394099.i4835363
http://www.go2web20.net/#tag:collaboration
http://www.collaborativelearning.org/scie
iology.html
OERs at work!
Social Constructivist Social Form
• Group based
• Limited in size
– Dunbar’s Max ~150 for a tribe
– Max. 50 persons/section in post secondary
• Mutual awareness of each other
• Teacher domination and dependency?
2nd Generation
Social Constructivist Pedagogy
Summary
• Not scalable, expensive in terms of time and
money
• New group tools enhance efficiency
• Helps teachers and learners transition to
online learning a transference from good
classroom teaching
Generation 3
Connective pedagogies
• http://mms.uni-
hamburg.de/epedagogy/mmswiki/index.php5/Connectivism
Connectivism
• “connectivism is the thesis that knowledge is
distributed across a network of connections,
and therefore that learning consists of the
ability to construct and traverse those
networks.” Stephen Downes 2007
See special issue of
IRRODL.org
Connectivist Knowledge
• Is created by linking to appropriate people and
objects
• May be created and stored in non human devices
• Is as much about capacity as current competence
• Assumes the ubiquitous Internet
• Is emergent
George Siemens (2005)
Connectivist Learning
Persistence
Accessibility
Network
Effects
“Connectivying” your course
http://terrya.edublogs.org/2012/12/18/connectivy-your-course/
NOT Learning in a Bubble
Disruptions of Connectivism
• Demands net literacy and net
presence of students and
teachers
• Openness is scary
• New roles for teachers and
students
• Artifact ownership,
persistence and privacy
• Too manic for some
The Social Aggregation makes a
Difference
• Available open access
Teachingcrowds.ca
The Social Aggregations of
Generation 3 Connective Pedagogies
• Individuals
• Groups
• Networks
• Sets
3rd Gen.
Connectivist
2nd Gen. Social
Constructivist
1st Gen
Cognitive/Behavioural
Social Forms of Connectivism
Networks and Sets
Social Networks
• Facebook, LinkedIn,
• Academia,
• Twitter
• Blogs
• Listservs
• Private
– ELGG
– NING
– Drupal,
– Word Press
https://webmaker.org/standard - Mozilla
Networks – Privacy Issues
Office of the Privacy Commissioner of Canada
Companies Student Privacy Pledge
http://studentprivacypledge.org
• We commit to:
• Not sell student information
• Not behaviorally target advertising
• Use data for authorized education
purposes only
• Not change privacy policies without notice
and choice
• Enforce strict limits on data retention
• Support parental access to, and correction
of errors in, their children’s information
• Provide comprehensive security standards
• Be transparent about collection and use of
data
Set Model of social aggregation
• Aggregation of all people/things sharing a
particular interest, commonality.
• Examples: Set of all graduates of X, all
psychology resources, all physics teachers
• Often set members curat resources with social
involvement limited to votes, comments, links
• Sets MAY develop into networks or groups.
Most Common Set Tool
Tag Cloud
Classic Set: Those editing a
Wikipedia article
Set Tools: Pintere.st
Sets (Example)
Connectivist Learning Summary
• Born on the Net
• Focuses on student responsibility for their
own learning and building of their own
learning nets and sets
• Is emergent and can be disruptive
• For advanced learners only??
Conclusion:
• The best part of Online Learning is its eclectic
nature, allowing student and teacher
exploration of their own learning needs and
gifts.
• Need to match pedagogy, technology, social
forms and learning outcomes
• Empowerment, lifelong learning and smart
(not more) work for teachers
Terry Anderson terrya@athabascau.ca
Blog: terrya.edublogs.org
Your comments &
questions
most welcomed!
Now or at the next interactive session
Slides available
Further Reading
• Anderson, T. & Dron, J. (2011). Three generations of
distance education pedagogy. International Review of
Research on Distance and Open Learning, 12(3), 80-97.
http://www.irrodl.org/index.php/irrodl/article/view/890/1
826.
• Anderson, T. & Dron, J. (2012). Learning technology through
three generations of technology enhanced distance
education pedagogy. European Journal of Open, Distance
and E-Learning, 2012/2. Retrieved from
http://www.eurodl.org/?p=current&article=523.
• Dron, J. & Anderson, T. (in press). Teaching crowds: the role
of social media in distance learning Edmonton, Canada:
Athabasca University Press.
If Time Allows
• A tour of Athabasca’s social network – The
Landing??
• A deeper look at Professional Development??
The Athabasca Story
• LMS – Moodle
• E-Portfolio- Mahara
• Social Networking - Elgg
Hard
Soft
Low learner control
High learner control
Case Study : Athabasca Landing
landing.athabascau.ca
Landing Stats (Mar. 2015)
Individual Control (PLE)
Privacy Control
Groups
Group Example
Nets
Sets
Student view
• "I have managed to gain more useful
knowledge through one course conducted
here on Landing than from all the others
combined. ”
Opportunities
• Sharing resources
• modeling of product
and pacing
• “amplified” feedback.
• part of a social
structure
Challenges
• Confusion and learning
curve
• Information overload –
filtering problems
• instrumental learners
• Privacy and sharing
• Institutional inertia
“free-agent learner” student profile
profile accurately depicts the way many of today’s
students are approaching learning. For these students,
the schoolhouse, the teacher and the textbook no longer
have an exclusive monopoly on knowledge, content or
even the education process.
These students are leveraging a wide range of learning
resources, tools, applications, outside experts and each
other to create a personalized learning experience that
may or may not include what is happening in the
classroom.
2009 Speak Up Survey
Companies Student Privacy Pledge
http://studentprivacypledge.org
• We commit to:
• Not sell student information
• Not behaviorally target advertising
• Use data for authorized education
purposes only
• Not change privacy policies without notice
and choice
• Enforce strict limits on data retention
• Support parental access to, and correction
of errors in, their children’s information
• Provide comprehensive security standards
• Be transparent about collection and use of
data

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Global learn keynote Berlin 2015

  • 1. Teaching the Crowd Terry Anderson, Professor, Athabasca University Berlin, Germany: April 16-17, 2015 With much Credit to Jon Dron
  • 2. Agenda • The usual futurist’s look at a changing world • What it means for educators • 3 Generations of Pedagogy – Cognitive Behavioural developments – Social Cognitive developments – Connectivist developments • Social Aggregations Make a difference – Demo of Athabasca Landing?
  • 3. Values • We can (and must) continuously improve the quality, effectiveness, appeal, cost and time efficiency of the learning experience. • Student control and freedom is integral to 21st century life-long education and learning. • Continuing education opportunity is a basic human right.
  • 4.
  • 6.
  • 8.
  • 9. All Online Learning is not the same
  • 10. Learning as Dance (Anderson, 2008) • Technology sets the beat and the timing. • Pedagogy defines the moves.
  • 11. Understanding Online Pedagogies and fitting them into our social boxes
  • 12. • McLuhan “We shape our tools and thereafter our tools shape us” • “When physical spaces for learning go online (distributed, non-hierarchical, networked, digital), new, more effective pedagogies emerge”. George Siemens
  • 13. Three Generations of Online Learning Pedagogy 1. Behaviourist/Cognitive – 2. Social Constructivist – 3. Connectivist Anderson, T., & Dron, J. (2011). Three generations of distance education pedagogy. IRRODL, 12(3), 80-97
  • 14. 1. Behavioural/Cognitive Pedagogies • “tell ‘em what you’re gonna tell ‘em, • tell ‘em • then tell ‘em what you told ‘em” Direct Instruction
  • 15. Gagne’s Events of Instruction (1965) 1. Gain learners' attention 2. Inform learner of objectives 3. Stimulate recall of previous information 4. Present stimulus material 5. Provide learner guidance 6. Elicit performance 7. Provide Feedback 8. Assess performance 9. Enhance transfer Instructional Systems Design (ISD)
  • 16. Enhanced by the “cognitive revolution” • Chunking • Cognitive Load • Working Memory • Multiple Representations • Split-attention effect • Variability Effect • Multi-media effect – (Sorden, 2005) “learning as acquiring and using conceptual and cognitive structures” Greeno, Collins and Resnick, 1996
  • 17. Technologies of 1st generation • CAI, text books, One way Lectures, Video and audio broadcasts and webcasts with advancements?? "At the School" (1910), French postcard envisioning techno-pedagogy in the year 2000. (Bibliothèque nationale de France, via paleofuture)
  • 18. Social Focus of 1st generation - Individual Learner
  • 19. Learning Alone • Maximizes Freedom: – Space, time, pace, • Allows and promotes individualization • Freedom from “group think” • Power of auto-didacticism • Freedom from groups
  • 21. Open Educational Resources & Open Texts Because it saves time!!!
  • 22. Publisher’s Response to OERs All resources linked to national learning outcomes
  • 23. POERUP Map of OER Initiatives http://poerup.referata.com/wiki/Maps
  • 24.
  • 25. OER Barriers to Adoption • Few instructor incentives • Publisher push back • Quality concerns • Licensing, copyright issues • “not invented here” syndrome • Lack of open culture and practice • Insufficient content
  • 26.
  • 27. Adaptation of Course Content by type of Learner Hermans, H., Jansse, J., Vogten, H., & Koper, R. (2015). Flexible Provisioning Adult Learners. Journal of Universal Computer Science 21(2)
  • 28. Khan Academy Offers Student Tracking/Analytics
  • 29. Big Data &Education 1) Technology: maximizing computation power and algorithmic accuracy to gather, analyze, link, and compare large data sets. 2) Analysis: drawing on large data sets to identify patterns in order to make economic, social, technical, and legal claims and design interventions. 3) Mythology: the widespread belief that large data sets offer a higher form of intelligence and knowledge that can generate insights that were previously impossible, with the aura of truth, objectivity, and accuracy. Boyd, d. & Crawford, K. (2013). Critical Questions for Big Data: Provocations for a Cultural, Technological, and Scholarly Phenomenon
  • 30. 1st Generation, Cognitive Behavioural Pedagogy Summary • Scalable • Few requirements (or opportunities), for social learning • Works most efficiently with individual learning models • Effective and efficient for some types of learning • Have we really taught learners to succeed as life long learners with this type of learning?
  • 31. 31 2nd Generation Social Constructivist Pedagogy • Group Orientated • Membership and exclusion, closed • Not scalable - max 50 students/course • Classrooms - at a distance or on campus • Hierarchies of control • Focus on collaboration and shared purpose group
  • 32. 2nd Generation - Constructivist • Current model for most Online Learning– continued strong growth globally • Canada - “Student registrations jumped another 18.4% in Winter 2013” Image: http://theories-theorists.wikispaces.com/Shanna-+Constructivism
  • 33. Constructivist Learning in Groups • Long history of research and study • Established sets of tools – Classrooms – Learning Management Systems (LMS) – Synchronous (chat, video & net conferencing) – Email, wikis, blogs • Need to develop face to face, mediated and blended group learning skills Garrison, R., Anderson, T., & Archer, W. (2000). Critical thinking in text-based environment: Computer conferencing in higher education. The Internet and Higher Education, 2(2), 87-105.
  • 34. • “Is it not pleasant to learn with a constant perseverance and application?” • 'Is it not delightful to have friends coming from distant quarters?’ Confucius Analects translated by Legge:
  • 35. • Increase in learning outcomes, social skills, positive attitudes to learning BUT • “the need for cooperative teams to mature implies that cooperative learning does not yield an immediate improvement …need for patience and persistence… students experienced in cooperative learning” Hsiung, C.-M. (2012). The Effectiveness of Cooperative Learning. Journal of Engineering Education, 101(1), 119-137. Social Constructivist Learning
  • 36. The Power of Synchronous Learning in Groups • Immediacy • Pacing • Social Modeling • Comfort level for student and teachers, but DON’T fall into classroom lectures.
  • 38. Group Management • Need good tools to allow group to work effectively and efficiently to build trust and work effectively at a distance
  • 42. Social Constructivist Social Form • Group based • Limited in size – Dunbar’s Max ~150 for a tribe – Max. 50 persons/section in post secondary • Mutual awareness of each other • Teacher domination and dependency?
  • 43. 2nd Generation Social Constructivist Pedagogy Summary • Not scalable, expensive in terms of time and money • New group tools enhance efficiency • Helps teachers and learners transition to online learning a transference from good classroom teaching
  • 44. Generation 3 Connective pedagogies • http://mms.uni- hamburg.de/epedagogy/mmswiki/index.php5/Connectivism
  • 45. Connectivism • “connectivism is the thesis that knowledge is distributed across a network of connections, and therefore that learning consists of the ability to construct and traverse those networks.” Stephen Downes 2007 See special issue of IRRODL.org
  • 46. Connectivist Knowledge • Is created by linking to appropriate people and objects • May be created and stored in non human devices • Is as much about capacity as current competence • Assumes the ubiquitous Internet • Is emergent George Siemens (2005)
  • 47. Connectivist Learning Persistence Accessibility Network Effects “Connectivying” your course http://terrya.edublogs.org/2012/12/18/connectivy-your-course/
  • 48.
  • 49. NOT Learning in a Bubble
  • 50. Disruptions of Connectivism • Demands net literacy and net presence of students and teachers • Openness is scary • New roles for teachers and students • Artifact ownership, persistence and privacy • Too manic for some
  • 51. The Social Aggregation makes a Difference • Available open access Teachingcrowds.ca
  • 52. The Social Aggregations of Generation 3 Connective Pedagogies • Individuals • Groups • Networks • Sets 3rd Gen. Connectivist 2nd Gen. Social Constructivist 1st Gen Cognitive/Behavioural
  • 53. Social Forms of Connectivism Networks and Sets
  • 54. Social Networks • Facebook, LinkedIn, • Academia, • Twitter • Blogs • Listservs • Private – ELGG – NING – Drupal, – Word Press
  • 56. Networks – Privacy Issues Office of the Privacy Commissioner of Canada
  • 57. Companies Student Privacy Pledge http://studentprivacypledge.org • We commit to: • Not sell student information • Not behaviorally target advertising • Use data for authorized education purposes only • Not change privacy policies without notice and choice • Enforce strict limits on data retention • Support parental access to, and correction of errors in, their children’s information • Provide comprehensive security standards • Be transparent about collection and use of data
  • 58. Set Model of social aggregation • Aggregation of all people/things sharing a particular interest, commonality. • Examples: Set of all graduates of X, all psychology resources, all physics teachers • Often set members curat resources with social involvement limited to votes, comments, links • Sets MAY develop into networks or groups.
  • 59. Most Common Set Tool Tag Cloud
  • 60. Classic Set: Those editing a Wikipedia article
  • 63. Connectivist Learning Summary • Born on the Net • Focuses on student responsibility for their own learning and building of their own learning nets and sets • Is emergent and can be disruptive • For advanced learners only??
  • 64. Conclusion: • The best part of Online Learning is its eclectic nature, allowing student and teacher exploration of their own learning needs and gifts. • Need to match pedagogy, technology, social forms and learning outcomes • Empowerment, lifelong learning and smart (not more) work for teachers
  • 65. Terry Anderson terrya@athabascau.ca Blog: terrya.edublogs.org Your comments & questions most welcomed! Now or at the next interactive session Slides available
  • 66. Further Reading • Anderson, T. & Dron, J. (2011). Three generations of distance education pedagogy. International Review of Research on Distance and Open Learning, 12(3), 80-97. http://www.irrodl.org/index.php/irrodl/article/view/890/1 826. • Anderson, T. & Dron, J. (2012). Learning technology through three generations of technology enhanced distance education pedagogy. European Journal of Open, Distance and E-Learning, 2012/2. Retrieved from http://www.eurodl.org/?p=current&article=523. • Dron, J. & Anderson, T. (in press). Teaching crowds: the role of social media in distance learning Edmonton, Canada: Athabasca University Press.
  • 67. If Time Allows • A tour of Athabasca’s social network – The Landing?? • A deeper look at Professional Development??
  • 68. The Athabasca Story • LMS – Moodle • E-Portfolio- Mahara • Social Networking - Elgg Hard Soft Low learner control High learner control
  • 69. Case Study : Athabasca Landing landing.athabascau.ca
  • 75. Nets
  • 76. Sets
  • 77. Student view • "I have managed to gain more useful knowledge through one course conducted here on Landing than from all the others combined. ”
  • 78. Opportunities • Sharing resources • modeling of product and pacing • “amplified” feedback. • part of a social structure Challenges • Confusion and learning curve • Information overload – filtering problems • instrumental learners • Privacy and sharing • Institutional inertia
  • 79. “free-agent learner” student profile profile accurately depicts the way many of today’s students are approaching learning. For these students, the schoolhouse, the teacher and the textbook no longer have an exclusive monopoly on knowledge, content or even the education process. These students are leveraging a wide range of learning resources, tools, applications, outside experts and each other to create a personalized learning experience that may or may not include what is happening in the classroom. 2009 Speak Up Survey
  • 80. Companies Student Privacy Pledge http://studentprivacypledge.org • We commit to: • Not sell student information • Not behaviorally target advertising • Use data for authorized education purposes only • Not change privacy policies without notice and choice • Enforce strict limits on data retention • Support parental access to, and correction of errors in, their children’s information • Provide comprehensive security standards • Be transparent about collection and use of data