Learning Theory

Learning Theory concept map

I have been working for the HoTEL EU Support Action recently at Brunel University and I was asked to produced a report on learning theories – a struggle, since there seem to be so many ‘isms’ and often I come across what seems to be the same theory, but from a different disciplinary or professional context.

So, this A3 poster of Learning Theory was central to the outcome and I would welcome feedback, especially since I will use it as part of my theoretical and conceptual framework for my PhD by Retrospective Practice. There is also the interactive CmapTools version with clickable links to Wikipedia and InfEd.

Here is an extract from the report:

“Learning theory has been a contested scientific field for most of its history, with conflicting contributions from many scientific disciplines, practice and policy positions. With the continuing and disruptive influence of technology on information, knowledge and practice in all sectors of society it is no wonder that innovators, drawn to the interactive potential that computers bring to learning, are challenged by the theoretical basis for their innovations.

Formal education is also a high stakes, culturally & institutionally conservative activity, which serves more than one societal purpose, including:

  • learner development and fulfilment;
  • child care;
  • preparation for citizenship, parenthood and retirement;
  • preparation for work;
  • selection for jobs.

Even in the higher, informal and professional sectors of education, complexity of education is matched by complexity of learning outcomes which may include:

  • skills development;
  • knowledge acquisition;
  • improvement in strategic, analytic and creative capacities;
  • attainment of competence;
  • establishment of attitudes and values.

Each of these societal purposes and these learning outcomes demand different approaches and understandings for the theorist and may develop at varying rates or found to be diverse in relation to context, location and culture.”

Thanks to all the Twitterati that responded so positively when I shared an earlier draft at the HEA TeachMeet: @mike_blamires  @stephenharlow  @lenatp  @LizaField  @fleapalmer  @laurapasquini @JuneinHE @ProfDcotton @RebeccaRadics @catherinecronin @oliverquinlan @STEMPedR @IaninSheffield @louisedrumm @valerielopes @marloft @ethinking @HEAEducation @suzibewell @DebbieHolley1 @cgirvan @suebecks

49 Replies to “Learning Theory”

  1. Wonderful summary and synthesis Richard – thanks so much.
    Having asked for feedback, can offer a couple of things? Mere observations.

    Firstly wondering about the position of connectivism as a child node of social constructivism and (given the information in the Wikipedia article) whether experiential learning might offer an alternative parent node? Or perhaps it should even have its own branch?
    Wondering also whether Rhizomatic Learning (Cormier – http://davecormier.com/edblog/2012/12/13/trying-to-write-rhizomatic-learning-in-300-words/) is sufficiently mature or robust to merit inclusion?

    A fascinating topic!

  2. Both connectivism and rhizomatic learning offer interesting insights into the new ways in which we can organise learning activity in a self-regulated manner, but I would argue neither is clear, in an evidence-based nor analytic way about their explanation of learning in the human mind.

    To quote from an answer I already gave regarding connectivism to Sue Beckingham:
    Connectivism is interesting and an idea I consider to be very useful. For me it is more a statement of how we can benefit from the internet, connected age and as such is a world-view, or paradigm, of ‘knowledge performance’ and thus has more general consequences for society at large (as first suggested by Illich?).

    Like all such ideas, it then influences the nature of: learning activity, the curriculum, teaching, organisation and assessment (often forgotten).

    But what does it say about how we actually learn? That is how change occurs in the mind of the learner? It speaks to me of how we manage our collaboration, perform on tasks etc. and indeed, avoid learning!

    I had (and still have) considerable trouble distinguishing between theory, organisation, practice, paradigm, concept and cultural norm! My tendency (not always maintained) has been to look for theoretical views of learning based on evidence, scientific approach and analysis.

  3. Thanks for such a fulsome response Richard. It seems we are similarly ‘troubled,’ for I too often wrestle with distinguishing between theories, practice and paradigms … especially where a fresh insight is just beginning to emerge and being tested through discussion and reflection.

  4. Thanks to Phil Wood for this useful exchange on Twitter, which led me to Illeris’ work:
    Phil Wood:

    @richardmillwood great poster. Have you seen Illeris’ 3-dimensions of learning and the mapping of other theorists in a holistic field?

    Richard Millwood:

    @geogphil not until now – what a fantastic thing Twitter/Intenet is! This is Illeris’ work http://www.tlu.ee/~heidi/experiential%20education/Contemporary%20Theories%20of%20Learning_%20Learning%20theorists%20_.%20in%20their%20own%20words%20-%20Knud%20Illeris.pdf

    And there’s more!:
    Phil Wood:

    @richardmillwood chapter 1 gives a useful overview of his 3-dimensions theory. Greatly expanded in his book ‘How We Learn’ which I think is

    @richardmillwood the best single volume work on learning I’ve ever read. In there is the accompanying diagram pic.twitter.com/CEpbuRNKdK

  5. Thank you for this – it is very useful for me as I pursue my EdD in informal learning in the workplace. will keep this as a reference 🙂

  6. I have been in the TEL field for more than two decades and this is the depiction I would love to have come up with! Neverf have I see such a well laid out and extremely useful aide memoire! Thanks Richard. This will be going up on my office wall.

  7. Thank you for access to this online resource it is really interesting to see this framework and very valuable as a learning tool and a thought provoker. I wonder where you would place Gagné into this framework and whether you had considered Bronfenbrenners ‘ecology of development’ due to the importance of culture and the environment and how it suggests that different layers of peripheral influences play a part in an individuals development. Also what boundaries did you use for classifying theorists, disciplines, learning paradigms and key concepts? Is it possible to create further links between the categories? For example between Kolb and Bruner, Kolb and Gardner and Kolb and Dewey? Similarly, Piaget suggested the influence of philosophy on his learning theory while Vygotsky initially constructed a learning theory framed around Marxism who in turn was influenced by Hegel, who influenced Rosseau who influenced Piaget. Is it fair to classify Piaget only in pyschology?
    Finally, It is interesting to see how theology forms part of your framework. Would you have anything to say on how this impacts on Irish primary education? I need to clarify that I mean from a purely design perspective. Do you think that theological instructivism influenced the delivery of education in Irish primary schools? It may be interesting to point out that St. Augustine promoted reflection for deepening understanding and meaning making which form part of the metacognitive processes considered necessary for higher order thinking by both Piaget and Vygotsky. Do you think that teachers can learn about instructional design by examining the structure of religious activities, theological scriptures and reflective practices? To clarify, I mean from a purely design consideration, e.g., the interactions with signs and symbols, individual and social participation in a particular context working towards a shared understanding of an ill-structured problem while trying to become legitimate participants in a particular society?

  8. Dermot, thanks for your comment – I am sure I can’t answer all you ask for though!

    I wonder where you would place Gagné into this framework and whether you had considered Bronfenbrenners ‘ecology of development’ due to the importance of culture and the environment and how it suggests that different layers of peripheral influences play a part in an individuals development.

    I considered Gagné, but he seems to me more concerned with the teacher than the learner. Did he propose mechanisms for learning in doing so? I had to draw a line…

    Also what boundaries did you use for classifying theorists, disciplines, learning paradigms and key concepts? Is it possible to create further links between the categories? For example between Kolb and Bruner, Kolb and Gardner and Kolb and Dewey? Similarly, Piaget suggested the influence of philosophy on his learning theory while Vygotsky initially constructed a learning theory framed around Marxism who in turn was influenced by Hegel, who influenced Rosseau who influenced Piaget. Is it fair to classify Piaget only in pyschology?

    I made a human judgement about the principle discipline that each founded their work in. I may be wrong. I think that all of us are founded in philosophy at some point of course…

    Finally, It is interesting to see how theology forms part of your framework. Would you have anything to say on how this impacts on Irish primary education? I need to clarify that I mean from a purely design perspective. Do you think that theological instructivism influenced the delivery of education in Irish primary schools? It may be interesting to point out that St. Augustine promoted reflection for deepening understanding and meaning making which form part of the metacognitive processes considered necessary for higher order thinking by both Piaget and Vygotsky. Do you think that teachers can learn about instructional design by examining the structure of religious activities, theological scriptures and reflective practices? To clarify, I mean from a purely design consideration, e.g., the interactions with signs and symbols, individual and social participation in a particular context working towards a shared understanding of an ill-structured problem while trying to become legitimate participants in a particular society?

    I chose theology because I could not find a theorist for instructivism, which I considered to be almost a predominant paradigm for so much teaching I have witnessed and carried out myself. My friend Claudio Dondi in the Hotel prject suggested it after some deliberation, and I leapt at the chance to give it some connection to a tradition, but not with the depth of thought you propose here which I would support. I would also be interested in the rôle of belief in learning!

    Again, thanks Dermot!

  9. Engestrom is not connected to any scientific discipline.

    It is a mistake or a statement?

  10. It would be a mistake – amongst others! I do think this concept map is incomplete and needs some revision based on many of the useful comments received. I will at some point update it. In the meantime, I would argue that Engestrom’s disciplines are education and psychology, based on his PhD work.

  11. Hello there. First off, absolouely brilliant work on this map. I got a bit emotional when reading it over because it is so true to the way we work as human beings and I wish everyone could see things this way. What a breath of fresh air! I live in California, USA and have an 11 year old son who is now part of the Common Core State Standards effective this 14′-15′ school year. As an active participant in education I have done my fair share of studying the American education system over the years and do not agree with the new structure of the Common Core. I’d like to know your take on the CCSS. What do you feel are the strenghts and weaknesses? And based on your extensive experience in education, how do predict this will effect the current path of the educational sysyem here in America?

    Thank you for your time!

  12. Thanks Tracy for your kind comments. I am afraid I cannot comment properly on the new structure of the Common Core nor how it will affect the educational system in America, but do fear that all curriculum developments which seek to limit diversity and meaningfulness for individuals will leave many young people cold.

  13. Tomás Ó Ruairc ?@toruairc tweeted:
    “If you made a word cloud of that, what size would the words #teaching and #learning be? #hardtofind”
    So I had to, didn’t I!
    Worldle tag cloud of words in learning theory poster

    Tomás – you were right about teaching, but not surprisingly learning is dominant.

  14. First of all, thank you for the suprb graphical overview. I look forward to your update.

    And maybe you could find some space for Cognitivism? I would like to see where that fits in.

    – Kenneth

  15. Hi Richard
    Thank you for this great visual overview to the learning theories,
    It is worth looking at the theory of “Constructive Alignment” by John Biggs and maybe incorporate it in the next version.
    Best
    Arash

  16. Hi Richard, Thanks for all your effort in consolidating various fields of studies in such a concise way. I am not expert or even close to that in this field. I know bits and pieces about the learning organisation. One of the key topics that I am familiar in terms of enterprises and organisation is through Peter Senge’s “The fifth discipline”, who cover Systems Thinking as well.
    I was wondering is there a reason why Senge or Systems Thinking or learning organisation has been omitted here. Sorry if this is a stupid question to ask.

  17. Thanks Kris: systems thinking and the concept of learning organisation are clearly valuable perspectives on the framework of learning activity providing analytical support to the manager of an organisation.

    What guided my chart, although I do not claim complete consistency, was the question ‘How does change occur in the mind of the learner?’ The broader question of how we should organise education, whether formal or informal, clearly overlaps, but was not the main purpose of this particular chart, but is no less important to address.

  18. Hi Richard, we have rights to use of the interactive version of Hotel map of Learning Theories. Unfortunately, the link to this has now broken and we are unable to source the correct link. Are you able to advise and provide a link to the interactive version please? This is quite urgent as it an asset used in our teaching module material. Look forward to hearing from you quite urgently.

  19. Dear Richard,
    I was wondering if you had heard of Saadi Lahlou’s Installation Theory, and if so if you are inclined to include it in the learning theories map? More information on Saadi’s theory can be found at:
    http://www.lse.ac.uk/PBS/Research/Research-archive/Installation-theory-by-Saadi-Lahlou

    Btw. I think the map is a very important work!

    Best regards,
    – Ade

    ps: The installation theory work, seems to have come into prominence shortly after your Ph.D work or about the same time.

  20. Thanks Ade, I copied your email here for the sake of keeping the debate in one place and for others to read. I have not heard of Installation Theory and will be reading up in preparation for the next version of the map.

  21. Dear Richard,

    Thank you for your impressive work. I do have one question, however, about the what seems to be an omission in your collection of theories relevant to learning.

    My question points to the decision not to include self-determination theory (Deci & Ryan, 1985; Ryan & Deci, 2017) in your overview with connection to psychology? It certainly has a lot to say about education and learning, as well as a focus on language learning (Noels et al. , 2003). There are decades of convincing empirical research to support its findings, and it is relevant to not only learning, but motivation and well-being. A missed opportunity to make an important link to learning with a robust theory that is current and relevant to our field.

  22. Hello Richard,

    I am currently studying a postgraduate course in Lifelong Learning.

    Can I ask why Mezirow’s Transformative Learning Theory in not on your map, which by all other means is very impressive indeed?

    Thank you in advance.

    Regards,
    Marinos

  23. Hello Richard,
    I visited this great resource you built. As a contribution, it would be convenient to navigate the links in each conceptual map node at the interactive site again. Here some examples that you may decide to update.

    1. Node Millwood ( 🙂 )
    Broken link at http://phd.richardmillwood.net/es
    Suggestion:
    http://blog.richardmillwood.net/
    2. Node Instructivism
    Broken link at http://susanlucas.com/it/ail601/instructivism.html
    Suggestion:
    https://www.dictionaryofeducation.co.uk/component/glossary/Glossary-1/i/instructivism-472/
    3. Node Engström
    Broken link at http://www.edu.helsinki.fi/activity/people/engestro/
    Suggestion:
    https://researchportal.helsinki.fi/en/persons/yrj%C3%B6-engestr%C3%B6m

    Thanks again for your work.

  24. Hello Richard
    I hope this message finds you well.
    Your map is a key resource on the PGCHE that I teach for helping participants understand the many learning theories out there. I see from the comments above that you plan to create an updated version, including more theories. Are you still planning to do this? And might the new version be in a format that others can add to, like we can with a Wiki?
    I look forward to hearing back from you.
    Lucy

  25. Hi Lucy and many thanks. I have had a few false starts on projects to improve the map. My current interest is to work in a decolonisation direction – what learning theories have arisen elsewhere in the world? Where are the women? How has this influenced the quality of ideas?
    The source of the map is made with Cmap which you can find here: https://cmap.ihmc.us/ and the file is on one of the IHMC servers:
    IHMC Public Cmaps (3)/Users (create your own folder…)/Hotel EU project (a pig to navigate to…)
    It is straightforward to make a copy of the latest version, and then use Cmap to improve your copy. Richard

Leave a Reply

Your email address will not be published. Required fields are marked *

This site uses Akismet to reduce spam. Learn how your comment data is processed.