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Personalised Learning
Strategies for Higher
Education
Professor Mike Keppell
Pro Vice-Chancellor
Learning Transformations
SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN
CRICOS Provider: 00111D | TOID: 3059
Swinburne
SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 2
Overview
Defining learning spaces
Defining personalised learning
Personalised learning toolkit
Learning space literacies
Swinburne
SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 3
Defining Learning Spaces
Physical, blended or virtual
learning environments that
enhance learning
Physical, blended or virtual
‘areas’ that motivate a
learner to learn
Swinburne
SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 4
Defining Learning Spaces
Spaces where both
teachers and learners
optimise the perceived
and actual affordances
of the space; and
Spaces that promote
authentic learning
interactions (Keppell
& Riddle, 2012, 2013).
Swinburne
SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 5
Personalised Learning
I define personalised
learning as the knowledge,
skills and attitudes that
enable learning and act as
a catalyst to empower the
learner to continue to learn
(Keppell, 2015)
Swinburne
SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 6
Knowledge, Skills and Attitudes
Knowledge is now co-
created
Skills form a basis for
learning
Attitudes influence beliefs
and behaviours
Growth mindset (Dweck,
2006)
Openly seek challenge
Swinburne
SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 7
Personalised Learning Toolkit
Digital literacies
Seamless learning
Self-regulated learning
Learning-oriented
assessment
Lifelong and life-wide
learning
Flexible learning pathways
Swinburne
SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 8
Levels of Digital Literacies
Digital Competency
knowing how to use
digital tools
Digital Fluency
applying digital
knowledge and skills
Digital Design
user-generated content
‘learner-as-designer’
Swinburne
SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 9
Wheeler Digital Literacies
Social networking skills
Transliteracy skills
Maintaining Privacy
Managing Identity
Creating content
Organising and sharing
content
Reusing/repurposing content
Filtering and selecting content
Self broadcasting
http://steve-wheeler.blogspot.co.uk/2010/11/what-digital-literacies.html
Swinburne
SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 10
Digital Design Spaces
Swinburne
SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 11
Swinburne
SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 12
Swinburne
SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 13
Seamless Learning
Continuity of learning
across a combination of
locations, times,
technologies or social
settings
(Sharples, et al, 2012,
2013).
Swinburne
SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 14
Levels of Seamless Learning
On-campus
comfortable with formal
and informal spaces
Virtual campus
comfortable with blended,
online, social media
Anywhere
trains, cafes, teleworking
Physical Virtual
Formal Informal InformalFormal
Blended
Mobile Personal
Outdoor
Professional
Practice
Distributed Learning
Spaces
Academic
15
Swinburne
SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 16
Virtual Learning Spaces
Swinburne
SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 17
Levels of Self-Regulated Learning
Scaffolded learners
teachers scaffold learning
Strategic learners
learners begin to manage
their own learning
Autonomous learners
learners become
strategic learners
Swinburne
SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 18
Levels of Learning-oriented Assessment
Authentic assessment
learners participate in
authentic assessment
Negotiated assessment
learners negotiate
assessment with teachers
Self-assessment
learners act on ‘feedback
as feed-forward’
Swinburne
SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 19
Learning-oriented Assessment
Assessment tasks
as learning tasks
Student
involvement in
assessment
processes
Forward-looking
feedback
Swinburne
SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 20
Assessment Tasks as Learning Tasks
Assessment tasks
determine student effort
Tasks should require
distribution of student time
and effort (Gibbs &
Simpson, 2004)
Swinburne
SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 21
Student Involvement in Assessment
Students begin to learn
about assessment
Students begin to
determine the quality of
their own work
Swinburne
SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 22
Feedback as Feedforward
Feedback should be timely
and with a potential to be
acted upon (Gibbs &
Simpson, 2004)
Swinburne
SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 27
Lifelong & Life-wide Learning
Encompasses both formal
and informal learning, self-
motivated learning..(Watson,
2003).
Life-wide learning “contains
many parallel and
interconnected journeys
and experiences...”
(Jackson, 2010, p. 492).
Swinburne
SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 28
Levels of Lifelong Learning
Short-term
learners are focussed on
current courses
Future-focussed
relates courses to future job
Being a learner
learning becomes a
customary practice
Swinburne
SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 29
Digital Portfolios
Populated by the learner
Able to present multiple
stories of learning
Swinburne
SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 30
The future will require learners
to be lifelong learners whose
ability to learn will be an
essential survival skill set to
thrive in this changing world
(Keppell, 2015).
Swinburne
SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 31
http://
daniel.fone.net.nz/
blog/2013/05/19/
desire-paths-in-
web-ui/
Swinburne
SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 32
Levels of Learning Pathways
Prescribed
fixed learning pathway
Flexible
learner has some
choice through
electives
Open education
learner constructs
learning pathway to
meet their needs
Swinburne
SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 33
Learning Space Literacies
Learning space literacies
are the knowledge, skills
and attitudes that are
required to recognise,
utilise and adapt
distributed learning
spaces so that they allow
the personalised learner to
engage with their learning
(Keppell, 2014).
Swinburne
SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 34
References
Carless, D. (2014). Exploring learning-oriented assessment processes. Higher Education.
Dweck, C. (2006). Mindset: How you can fulfil your potential. Constable and Robinson, Ltd. London.
Jackson, N. J. (2010). From a curriculum that integrates work to a curriculum that integrates life:
Changing a university’s conceptions of curriculum. Higher Education Research &Development,
29(5), 491-505. doi:10.1080/07294360.2010.502218
Keppell, M., & Riddle, M. (2013). Principles for design and evaluation of learning spaces. In R.
Luckin, S. Puntambekar, P. Goodyear, B. Grabowski, J. Underwood, & N. Winters (Eds.), Handbook of
design in educational technology (pp. 20-32). New York, NY: Routledge
Keppell, M., Au, E., Ma, A. & Chan, C. (2006). Peer learning and learning-oriented
assessment in technology-enhanced environments. Assessment and Evaluation in Higher
Education, 31(4), 453-464.
Keppell, M. & Carless, D. (2006). Learning-oriented assessment: A technology-based case
study. Assessment in Education, 13(2), 153-165.
Keppell, M., Souter, K. & Riddle, M. (Eds.). (2012). Physical and virtual learning spaces in
higher education: Concepts for the modern learning environment. IGI Global, Hershey: New
York. ISBN13: 9781609601140.
Keppell, M. & Riddle, M. (2012). Distributed learning places: Physical, blended and virtual
learning spaces in higher education. (pp. 1-20). In Mike Keppell, Kay Souter & Matthew
Riddle (Eds.). (2011). Physical and virtual learning spaces in higher education: Concepts for
the modern learning environment. Information Science Publishing, Hershey.
Swinburne
SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 35
References
Keppell, M.J. (2014). Personalised learning strategies for higher education. In Kym Fraser
(Ed.) The Future of Learning and Teaching in Next Generation Learning Spaces.
International Perspectives on Higher Education Research, Volume 12, 3-21. Copyright 2014
by Emerald Group Publishing Limited.
Keppell, M.J. (2015). The learning future: Personalised learning in an open world. In Curtis J. Bonk, Mimi
Miyoung Lee, Thomas C. Reeves, and Thomas H. Reynolds. MOOCs and Open Education around the
World. Routledge/Taylor and Francis.
Rheingold, H. (2012). Net smart: How to thrive online. Cambridge, MA: MIT Press.
Sharples, M., McAndrew, P., Weller, M., Ferguson, R., FitzGerald, E., Hirst, T., & Gaved,M. (2013).
Innovating pedagogy 2013: Open University Innovation Report Milton Keynes: The Open University.
Sharples, M., McAndrew, P., Weller, M., Ferguson, R., FitzGerald, E., Hirst, T., & Whitelock, D. (2012).
Innovating pedagogy 2012: Open University Innovation Report 1. Milton Keynes: The Open University.
Siemens, G. (2006). Knowing knowledge. Creative commons. Retrieved from http://www.elearn
space.org/KnowingKnowledge_LowRes.pdf
Souter, K., Riddle, M., Sellers, W., & Keppell, M. (2011). Final report: Spaces for knowledge
generation. The Australian Learning and Teaching Council (ALTC). Retrieved from http://
documents.skgproject.com/skg-final-report.pdf
Watson, L. (2003). Lifelong learning in Australia (3/13). Canberra, Australia: Commonwealth of
Australia.
Wheeler, S. (2010). Digital literacies. Retrieved from http://steve-wheeler.blogspot.com.au/2010/11/
what-digital-literacies.html?q=digital+literacies

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Personalised Learning Strategies for Higher education

  • 1. Personalised Learning Strategies for Higher Education Professor Mike Keppell Pro Vice-Chancellor Learning Transformations SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN CRICOS Provider: 00111D | TOID: 3059
  • 2. Swinburne SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 2 Overview Defining learning spaces Defining personalised learning Personalised learning toolkit Learning space literacies
  • 3. Swinburne SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 3 Defining Learning Spaces Physical, blended or virtual learning environments that enhance learning Physical, blended or virtual ‘areas’ that motivate a learner to learn
  • 4. Swinburne SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 4 Defining Learning Spaces Spaces where both teachers and learners optimise the perceived and actual affordances of the space; and Spaces that promote authentic learning interactions (Keppell & Riddle, 2012, 2013).
  • 5. Swinburne SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 5 Personalised Learning I define personalised learning as the knowledge, skills and attitudes that enable learning and act as a catalyst to empower the learner to continue to learn (Keppell, 2015)
  • 6. Swinburne SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 6 Knowledge, Skills and Attitudes Knowledge is now co- created Skills form a basis for learning Attitudes influence beliefs and behaviours Growth mindset (Dweck, 2006) Openly seek challenge
  • 7. Swinburne SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 7 Personalised Learning Toolkit Digital literacies Seamless learning Self-regulated learning Learning-oriented assessment Lifelong and life-wide learning Flexible learning pathways
  • 8. Swinburne SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 8 Levels of Digital Literacies Digital Competency knowing how to use digital tools Digital Fluency applying digital knowledge and skills Digital Design user-generated content ‘learner-as-designer’
  • 9. Swinburne SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 9 Wheeler Digital Literacies Social networking skills Transliteracy skills Maintaining Privacy Managing Identity Creating content Organising and sharing content Reusing/repurposing content Filtering and selecting content Self broadcasting http://steve-wheeler.blogspot.co.uk/2010/11/what-digital-literacies.html
  • 10. Swinburne SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 10 Digital Design Spaces
  • 11. Swinburne SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 11
  • 12. Swinburne SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 12
  • 13. Swinburne SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 13 Seamless Learning Continuity of learning across a combination of locations, times, technologies or social settings (Sharples, et al, 2012, 2013).
  • 14. Swinburne SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 14 Levels of Seamless Learning On-campus comfortable with formal and informal spaces Virtual campus comfortable with blended, online, social media Anywhere trains, cafes, teleworking
  • 15. Physical Virtual Formal Informal InformalFormal Blended Mobile Personal Outdoor Professional Practice Distributed Learning Spaces Academic 15
  • 16. Swinburne SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 16 Virtual Learning Spaces
  • 17. Swinburne SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 17 Levels of Self-Regulated Learning Scaffolded learners teachers scaffold learning Strategic learners learners begin to manage their own learning Autonomous learners learners become strategic learners
  • 18. Swinburne SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 18 Levels of Learning-oriented Assessment Authentic assessment learners participate in authentic assessment Negotiated assessment learners negotiate assessment with teachers Self-assessment learners act on ‘feedback as feed-forward’
  • 19. Swinburne SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 19 Learning-oriented Assessment Assessment tasks as learning tasks Student involvement in assessment processes Forward-looking feedback
  • 20. Swinburne SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 20 Assessment Tasks as Learning Tasks Assessment tasks determine student effort Tasks should require distribution of student time and effort (Gibbs & Simpson, 2004)
  • 21. Swinburne SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 21 Student Involvement in Assessment Students begin to learn about assessment Students begin to determine the quality of their own work
  • 22. Swinburne SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 22 Feedback as Feedforward Feedback should be timely and with a potential to be acted upon (Gibbs & Simpson, 2004)
  • 23.
  • 24.
  • 25.
  • 26.
  • 27. Swinburne SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 27 Lifelong & Life-wide Learning Encompasses both formal and informal learning, self- motivated learning..(Watson, 2003). Life-wide learning “contains many parallel and interconnected journeys and experiences...” (Jackson, 2010, p. 492).
  • 28. Swinburne SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 28 Levels of Lifelong Learning Short-term learners are focussed on current courses Future-focussed relates courses to future job Being a learner learning becomes a customary practice
  • 29. Swinburne SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 29 Digital Portfolios Populated by the learner Able to present multiple stories of learning
  • 30. Swinburne SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 30 The future will require learners to be lifelong learners whose ability to learn will be an essential survival skill set to thrive in this changing world (Keppell, 2015).
  • 31. Swinburne SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 31 http:// daniel.fone.net.nz/ blog/2013/05/19/ desire-paths-in- web-ui/
  • 32. Swinburne SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 32 Levels of Learning Pathways Prescribed fixed learning pathway Flexible learner has some choice through electives Open education learner constructs learning pathway to meet their needs
  • 33. Swinburne SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 33 Learning Space Literacies Learning space literacies are the knowledge, skills and attitudes that are required to recognise, utilise and adapt distributed learning spaces so that they allow the personalised learner to engage with their learning (Keppell, 2014).
  • 34. Swinburne SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 34 References Carless, D. (2014). Exploring learning-oriented assessment processes. Higher Education. Dweck, C. (2006). Mindset: How you can fulfil your potential. Constable and Robinson, Ltd. London. Jackson, N. J. (2010). From a curriculum that integrates work to a curriculum that integrates life: Changing a university’s conceptions of curriculum. Higher Education Research &Development, 29(5), 491-505. doi:10.1080/07294360.2010.502218 Keppell, M., & Riddle, M. (2013). Principles for design and evaluation of learning spaces. In R. Luckin, S. Puntambekar, P. Goodyear, B. Grabowski, J. Underwood, & N. Winters (Eds.), Handbook of design in educational technology (pp. 20-32). New York, NY: Routledge Keppell, M., Au, E., Ma, A. & Chan, C. (2006). Peer learning and learning-oriented assessment in technology-enhanced environments. Assessment and Evaluation in Higher Education, 31(4), 453-464. Keppell, M. & Carless, D. (2006). Learning-oriented assessment: A technology-based case study. Assessment in Education, 13(2), 153-165. Keppell, M., Souter, K. & Riddle, M. (Eds.). (2012). Physical and virtual learning spaces in higher education: Concepts for the modern learning environment. IGI Global, Hershey: New York. ISBN13: 9781609601140. Keppell, M. & Riddle, M. (2012). Distributed learning places: Physical, blended and virtual learning spaces in higher education. (pp. 1-20). In Mike Keppell, Kay Souter & Matthew Riddle (Eds.). (2011). Physical and virtual learning spaces in higher education: Concepts for the modern learning environment. Information Science Publishing, Hershey.
  • 35. Swinburne SCIENCE | TECHNOLOGY | INNOVATION | BUSINESS | DESIGN 35 References Keppell, M.J. (2014). Personalised learning strategies for higher education. In Kym Fraser (Ed.) The Future of Learning and Teaching in Next Generation Learning Spaces. International Perspectives on Higher Education Research, Volume 12, 3-21. Copyright 2014 by Emerald Group Publishing Limited. Keppell, M.J. (2015). The learning future: Personalised learning in an open world. In Curtis J. Bonk, Mimi Miyoung Lee, Thomas C. Reeves, and Thomas H. Reynolds. MOOCs and Open Education around the World. Routledge/Taylor and Francis. Rheingold, H. (2012). Net smart: How to thrive online. Cambridge, MA: MIT Press. Sharples, M., McAndrew, P., Weller, M., Ferguson, R., FitzGerald, E., Hirst, T., & Gaved,M. (2013). Innovating pedagogy 2013: Open University Innovation Report Milton Keynes: The Open University. Sharples, M., McAndrew, P., Weller, M., Ferguson, R., FitzGerald, E., Hirst, T., & Whitelock, D. (2012). Innovating pedagogy 2012: Open University Innovation Report 1. Milton Keynes: The Open University. Siemens, G. (2006). Knowing knowledge. Creative commons. Retrieved from http://www.elearn space.org/KnowingKnowledge_LowRes.pdf Souter, K., Riddle, M., Sellers, W., & Keppell, M. (2011). Final report: Spaces for knowledge generation. The Australian Learning and Teaching Council (ALTC). Retrieved from http:// documents.skgproject.com/skg-final-report.pdf Watson, L. (2003). Lifelong learning in Australia (3/13). Canberra, Australia: Commonwealth of Australia. Wheeler, S. (2010). Digital literacies. Retrieved from http://steve-wheeler.blogspot.com.au/2010/11/ what-digital-literacies.html?q=digital+literacies