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How people learn and the implications for design

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Edited by Jonathan Vernon, Friday, 21 Feb 2014, 15:43

Had this been the title of a post-graduate diploma in e–learning it would have been precisely what I was looking for a decade ago – the application of theory, based on research and case studies, to the design and production of interactive learning – whether DVD or online.

A few excellent, practical guides did this, but as a statement of fact, like a recipe in a cook book: do this and it’ll work, rather than suggesting actions based on research, evidence-based understanding and case studies.

Mayes and de Frietas (2004) are featured in detail in Appendix 1 of Rethinking Pedagogy for a Digital Age (2007) Beetham and Sharpe.

Four types of learning are featured:

  • 1. associative
  • 2. constructive (individual)
  • 3. constructive (social)
  • 4. and situative.

Of these I see associative used in corporate training online – with some constructive (individual), while constructive (social) is surely the OU's approach?

Situative learning may be the most powerful – through application in a collaborative, working environment I can see that this is perhaps describes what goes on in any case, with the wiser and experienced passing on knowledge and know how to juniors, formally as trainees or apprentices, or informally by 'being there' and taking part.

Each if these approaches have their champions:

Associative – Skinner, Gagné (1985).

Constructive (individual) – Piaget (1970), Papert (1993), Kolb (1984), Biggs (1999).

Constructive (social) – Vygotsky (1978).

Situative – Wenger (1998), Cole (1993), Wertsch. (Also Cox, Seely Brown). Wertsch (1981), Engestrom (), Cole and Engeström (1993)

Beetham and Sharpe (2007:L5987) – the ‘L’ refers to the location in a Kindle Edition. I can’t figure out how to translate this into a page reference.

How people learn and the implications for design

Associative – Skinner, Gagné (1985) (in Mayes and de Frietas, 2004)

Building concepts or competences step by step.

The Theory

People learn by association through:

  • basic stimulus–response conditioning,
  • later association concepts in a chain of reasoning,
  • or associating steps in a chain of activity to build a composite skill.

Associativity leads to accuracy of reproduction. (Mnemonics are associative devices).

  • Routines of organized activity.
  • Progression through component concepts or skills.
  • Clear goals and feedback.
  • Individualized pathways matched to performance.
  • Analysis into component units.
  • Progressive sequences of component–to–composite skills or concepts.
  • Clear instructional approach for each unit.
  • Highly focused objectives.

For Assessment

  • Accurate reproduction of knowledge.
  • Component performance.
  • Clear criteria: rapid, reliable feedback.
  • Guided instruction.
  • Drill and practice.
  • Instructional design.
  • Socratic dialogue.

FURTHER READING (and viewing)

Brown, J.S. (2002) The Social Life of Information

Brown, J.S. (2007) October 2007 webcast: http://stadium.open.ac.uk/stadia/preview.php?whichevent=1063&s=31

+My notes on this:

http://learn1.open.ac.uk/mod/oublog/viewpost.php?u=jv276&time=1298439366&post=0

+The transcript of that session:

http://learn.open.ac.uk/file.php/7325/block1/H800_B1_Week2a_JSBrown_Transcript.rtf

REFERENCE

Biggs, J (1999) Teaching for Quality Learning at University, Buckingham: The Society for Research in Higher Education and Open University Press.  (Constructive alignment)

Cole, M. and Engestrom, Y. (1993) ‘A cultural-historical approach to distributed cognition’, in G. Salomon (ed.) Distributed Cognitions: Psychological and Educational Considerations, New Work: Cambridge University Press.

Conole, G. (2004) Report on the Effectiveness of Tools for e-Learning, Bristol: JISC (Research Study on the Effectiveness of Resources, Tools and Support Services used by Practitioners in Designing and Delivering E-Learning Activities)

Cox, R. (2006) Vicarious Learning and Case-based Teaching of Clinical Reasoning Skills (2004–2006) [online], http://www.esrcsocietytoday.ac.uk/ esrcinfocentre/ viewawardpage.aspx?awardnumber=RES-139-25-0127 [(last accessed 10 March 2011).

Engeström, Y (1999) ‘Activity theory and individual and social transformation’, in Y. Engeström, R, Miettinen and R.-L. Punamaki (eds) Perspectives on Activity Theory, Cambridge: Cambridge University Press.

Eraut, M (2000) ‘Non-formal learning and tacit knowledge in professional work’, British Journal of Educational Psychology, 70:113-36

Gagné, R. (1985) The Conditions of Learning, New York: Holt, Rinehart & Winston.

Gagné, R.M., Briggs, L.J. and Wagner, W.W. (1992) Principles of Instructional Design, New Work: Hoplt, Reihhart & Winston Inc.

Kolb, D.A. (1984) Experiential Learning: Experience as a Source of Learning and Development, (Kolb’s Learning Cycle) Englewoods Cliffs, NJ: Prentice-Hall

Kolb, D.A. (1984) Experiential Learning: Experience as the Source of Learning and Development, Englewood Cliffs, N.J: Prentice Hall.

Littlejohn, A. and McGill, L. (2004) Effective Resources for E-learning, Bristol: JISC (Research Study on the Effectiveness of Resources, Tools and Support Services used by Practitioners in Designing and Delivering E-learning Activities).

Mayes, T. and de Frietas, S. (2004) 'Review of e–learning theories, frameworks and models. Stage 2 of the e–learning models disk study', Bristol. JISC. Online.

Piaget, J. (1970) Science of Education and the Psychology of the Child (Constructivist Theory of Knowledge), New Work: Orion Press.

Papert, S. (1993) Mindstorms: Children, Computers and Powerful Ideas, New Work: Perseus.

Piaget, J. (2001) The Language and Thought of the Child, London: Routledge Modern Classics.

Seely-Brown, J.S and Duguid, P. (1991) ‘Organizational learning and communities-of-practice: toward a unified view of working, learning and innovation’, Organizational Science, 2 (1): 40-57

Schon, D (1983) The Reflective Practioner: How Professional Think in Action, New York: Basic Books.

Sharpe, R (2004) ‘How do professionals learn and develop? In D.Baume and P.Kahn (eds) Enhancing Staff and Educational Development, London: Routledge-Flamer, pp. 132-53.

Vygotsky, L.S. (1978) Mind in Society, Cambridge, MA: Harvard University Press.

Vygotsky, L.S. (1986) Thought and Languages, Cambridge, MA: MIT Press.

Wenger, E. (1998) Communities of Practice: Learning, Meaning, and Identity, Cambridge: Cambridge University Press.

Wertsch, J.V. (1981) (ed.) The Concept of Activity in Soviet Psychology, Armonk, N

Appendix and references largely from Beetham, H, and Sharpe, R (2007) Rethinking Pedagogy in a digital age.

See also Appendix 4: Learning activity design: a checklist

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More on 'Rethinking pedagogy for a digital age'.

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Edited by Jonathan Vernon, Sunday, 4 May 2014, 09:24

Why does the OU put the novice and expert together in the MAODE?

Although I praise this approach and after two years have been a beneficiary I wonder if the research points to the need for greater flexibility and mixing, more akin to several cohorts of students being able to move around, between their own tutor group, contributing to discussions with the newcomers while also being able to hobnob with the experts?

The learning theory that I am coming to understand does not favour a fixed approach.

It isn't simply a case of playing to the individual, though this is certainly very important as some people will favour being the teacher or the taught, or simply relish periods when they sit at the feet of the expert or stand up in front of newcomers. Rather it is apparent that people learn well within a peer group of like-minds, with people at a similar stage to themselves while having planned opportunities to hear and participate with 'great minds' while also from time to time contributing to the efforts and feeding off the enthusiasms of the 'new minds'.

Nothing is fixed, neither learning vicariously (Cox, 2006), or learning from the periphery to the centre (Seely Brown and Duguid, 1999).

Stage one of my approach to reading these days is to highlight, even share quotes and notes on Twitter as I go through a book.

I then type up my notes and add further thoughts either by cutting and pasting from the aggregates notes in my Twitter feed (eBooks don't allow you to cut and paste) or from handwritten notes I take on cards.

Then I share my notes here, tagged so that I can revisit and others can draw on my notes too or take the hint and read the chapter or book for themselves.

This too is but a stage - next step is to wrap up my developing thoughts, comments and other conversations and put a version of this entry into my external blog my mind bursts.

Sometimes an exchange here or elsewhere develops my thinking further - today I will be sitting down with a senior learning designer, one of five or six in the office of an international e-learning agency to talk learning theory and educational principles.

Chapter 2

Regarding Quality Assurance - there should be no inconsistencies between:

  • Curriculum
  • Teaching methods
  • Learning environment
  • Assessment procedures

So align assumptions:

  • Learning outcomes
  • Suitable assessment

N.B. Each outcome requires a different kind of theoretical perspective and a different pedagogical approach. L757

(Easy to say in theory, not so easy to deliver in practice?)

Three clusters of broad perspectives:

  • Associationism
  • Behaviourism
  • Connectionism

Associationist: gradual building of patterns of associations and skill components. Therefore activity followed by feedback.

Simple tasks prerequisites to more complex.

Gagné (1985 and 1992)

  • Instructional task analysis of discrimination, classifications and response sequences.
  • Simpler tasks built step by step followed by coordination to the whole structure.

Instructional Systems Design

  • Analyse the domain into a hierarchy of small units.
  • Sequence the units so that a combination of units is not taught until its component units are grasped individually.
  • Design an instructional approach for each unit in the sequence.

Then add:

  • Immediate feedback
  • Individualization of instruction

Behaviourism: active learning by design. Immediate feedback on success, careful analysis of learning outcomes, alignment of learning objectives.

The Cognitive Perspective

  • Attention
  • Memory
  • Concept Formation

Knowledge acquisition as the outcome of an interaction between new experiences and the structures for understanding that have already been created. Therefore building a framework for learning vs. learning as the strengthening of associations.

Piaget (1970) Constructivist Theory of Knowledge.

‘Conceptual development occurs through intellectual activity rather than by the absorption of information'. L819

Vygotsky (1928:1931) Importance of social interaction.

Interactions – that e-learning teams call ‘interactivities’.

The Situative Perspective

  • Learning must be personally meaningful
  • Authentic to the social context

(problem-based learning and cognitive apprenticeship). L862

The concept of community practice

Wenger (1998) identify as a learner derived from the community. (Aspires, defines, accredited).

Mayes et al (2001) learning through relating to others. E.g. Master Class

Social-anthropological belonging to the community. L882.

Beliefs, attitudes, common endeavour, also ‘activity systems’ Engestrom 1993

Learning relationships

Identify, participate, individual relations. Dependent on: context, characteristics and strength of relationships in the group (Fowler and Mayes, 1999) L902

What was exotic in 2007 in common place today?

See Appendix 1 L912

Learning as a cycle through stages.

  • J F Vernon (2011) H809 assignments and end of module assessment. The concept of riding a thermal of gently rising circles.
  • Various references L923.
  • Fitts and Posner (1968)
  • Remelhart and Norman (1978)
  • Kolb (1984)
  • Mayes and Fowler (1999)
  • Welford (1968)

If ‘as it proceeds from service to expert, the nature of learning changes profoundly and the pedagogy based on one stage will be inappropriate for another’. L923

Fowler and Mayes (1999)

Primary: preventing information

Secondary: active learning and feedback

Tertiary: dialogue and new learning.

REFERENCE

Beetham, H and Sharpe, R. (2007) Rethinking Pedagogy for a Digital Age: Designing and delivering e-learning.

Cole, M and Engestrom, Y (1993) A cultural-historical approach to distributed cognition. In G.Salmon (ed.) Distributed cognitions: Psychological and Educational Considerations, New York, CVP.

Cox, R. (2006) Vicarious Learning and Case-based Teaching of Clinical Reasoning Skills (2004–2006) [online], http://www.esrcsocietytoday.ac.uk/ esrcinfocentre/ viewawardpage.aspx?awardnumber=RES-139-25-0127 [(last accessed 10 March 2011).

Gagné, R (1985) The conditions of learning. New York. Holt, Rhinehart and Wilson.

Jonassen, D.H. and Rohrer-Murphy, L (1999) ‘Activity theory as a framework for designing constructivist learning environments’. Educational Technology Research and Development, 47 (1) 61-80

Seely-Brown, J.S and Duguid, P. (1991) ‘Organizational learning and communities-of-practice: toward a unified view of working, learning and innovation’, Organizational Science, 2 (1): 40-57

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H800: 44 Week 8 Activity 2. An approach to learning activity design

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Edited by Jonathan Vernon, Sunday, 26 Feb 2012, 06:08

Notes on Beetham Chapter 2 An approach to learning activity design.

Rethinking%20Pedagogy%20for%20a%20Digital%20Age.JPG

I've found this the chapter on ‘an approach to learning activity design’ from Helen Beetham profound and invaluable.

Helen Beetham is a Research Consultant to the JISC e-Learning Programme. Previously she was a Research Fellow in e-learning at the Open University.

The profound revelations I feel I have had concern three projects to 'reinvent learning' with interactive then web-based learning in the 1990s and 2000s that I am familiar with (I was in the production company or agency doing something else, or know the person and the project's history).

And the sense I wanted from MAODE of the history of education which I sum up as:

1 to 1 the governess and/or then tutor of the aristocracy. 17th century (and earlier, and well into the 20th)

DSC00785.JPG

Samuel Daniel was a court poet and amongst others tutored Lady Anne Clifford. A copy of his miniature was inserted in Lady Annes 1646 'Great Picture' that told her life story/struggle.

1 to many in schools (both private and state maintained). (For wealthy families who couldn't afford the tutors ... the 'public' schools of Britain from the 16th century, followed by the Victorian & Edwardian schools for all).

H800%20Wk2%20Children%20being%20brain-fed%20books%20GRAB.JPG

1 to 1 or many to many (depending on how you look at it) which brings back a good deal of the 1 to 1 that the likes of Princess Elizabeth might have had in the 16th century, through peer-support you have your time with a subject matter expert (if they will indulge you) ... and time with people with very different experiences and insights that can be better at giving your thinking a jolt ... or if we will indulge each other through 'social educational networking'.

I appreciate the history of education goes back further to Greece, Mesopotamia and even hunter gatherer societies on the plains of Africa.From Marketing to the Social Web. Larry Webber.

My feeling is that technology isn't as novel as we think; in fact it is enabling what used to occur in closer nit learning groups embedded in society.

I wonder if I should be looking at learning patterns from the Bantu in the Congo and apply that to teenagers wishing to learn using mobile devices in the 21st century, the urban jungle and chase replacing the forests, bore hunts and multiple relationships.

There is a lot to think about. I see learning design as akin to designing and growing a maize maze. One this is in place you have choices regarding whether guide an individual around your labyrinth by calling out ‘left!’, ‘right!’ or just ‘hot!’ or ‘cold!’ while others you leave to figure out their own way through. There will be graded outcomes that require exiting the maze, others where they never leave and yet others where they exit where right they came in – all depending on the activities, the learners and the desired outcomes.

The emphasis, from Beetham’s point of view, is that with learning design should be on learners, the activities they do (not tasks) and the outcomes. Beetham (2007).

Activities, not the tools used or the supporting materials, matter the most.

Whatever way you plan, develop and scaffold learners will do the activities their own way - in different contexts people learn in different ways which raises issues for activity design Beetham (2007).

I ask myself:

· How prescriptive should you be?

· How confining should the parameters be?

· What degree of latitude is offered?

Situative%20Constrive%20Associative%20Learning%20JISC%20GRAB.JPG

The learning activities may be any combination of associative, constructive or situative. Learners will develop their understanding as a result of consolidation and practice, drawing on their strengths and preferences and a repertoire of approaches. Beetham (2007) e.g. an apprentice learns in an associative way be rehearsing skills and concepts.

REFERENCE

Beetham, H, and Sharpe, R (2007) Rethinking Pedagogy for the digital age.

 

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