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What is learning?
From E-Learning V |
Fig.1. Learning that is connected, socialised and shared
Does learning happen within the head of an individual, or is it mediated, situated and distributed?
Learning as an artefact is the potential informed or insightful response in an individual’s brain. Learning as a process includes the mechanisms of the brain and everything that person perceives around them – which must indirectly include everything they’ve laid down in their memory and how the subconscious responds to any of it.
What does a test or exam measure?
A test or exam can only be judged by how it is constructed and where and how it fits into a period of study – is the test part of the learning process or an assessment? Are the questions open or closed? Are their significant time constraints or not? So they should test what they were designed to test.
13 E-learning theories
Associative/ Behaviourist approaches
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Design principles
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Looking for observable behaviour
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Explicitly mentioning course outcomes
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Behavioural objectives
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Ability to test achievement of learning outcomes
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Instructional Systems Design (ISD)
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Decomposing learning into small chunks
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Routines of organised activity
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Learning hierarchies (controversial!)
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Sequencing learning materials with increasing complexity
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Giving direct feedback on learning
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Individualized learning trajectories
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Cognitive psychology (constructivism)
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Types of memory (sensory – short term – long term)
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Maximize sensations: strategic screen layout
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Research on memory, perception, reasoning, concept formation.
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Maximize sensations: well-paced information
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Learning is active
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Maximize sensations: highlighting main elements
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Learning is individual (knowledge construction)
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Relate difficulty level to cognitive level of learner: providing links to easier and more advanced resources
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Use of comparative advance organizers
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Use of conceptual models
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Importance of prior knowledge structures
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Pre-instructional & prerequisite questions
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Experimentation toward discovery of broad principles
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Promote deep processing
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Use of information maps zooming in/ out
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Cognitive Apprenticeship (Brown et al, 1989)
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Interactive environments for construction of understanding
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Metacognition (reflection, self-regulation)
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Relate to real-life (apply, analyse, synthesize)
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Learning styles (controversial!)
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Address various learning styles
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Cognitive styles
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Let students prepare a journal
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Dual coding theory
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Use both visual information and text
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Motivate learners (ARCS model)
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Use techniques to catch attention, explain relevance, build confidence and increase satisfaction
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Situated learning (constructivism)
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Personal knowledge construction
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Personal meaning to learning
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Situated learning: motivation
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Relate to real life (relevance)
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Holistic/ Systemic approaches
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Conduct research on internet
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Build confidence with learners
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Identity development
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Use of first-hand information (not filtered by instructor)
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Communities of Practice (Lave & Wenger)
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Collaborative activities
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Zone of Proximal Development (Vygotsky)
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Fostering the growth of learning communities
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Learning as act of participation
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Legitimate (peripheral) practice, apprenticeships
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Lifelong learning
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Authentic learning and assessment tasks
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Connectivism
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Information explosion
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Digital literacies
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Learning in network environment
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Keep up-to-date in field
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Knowledge base
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Multi-channel learning
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Distributed learning
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Build diversity, openness in learning (different opinions), autonomy
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Personal Learning Environment
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self-directed learning, just-in-time |
Constructivism – Jonassen et al 1999
Social Constructions – Vygotsky 1986
Activity Theory – Engeström et al 1999
Experiational Learning – Kolb 1984
Instructional Design – Gagné et al 2004
Networked and collaborative work – McConnell 2000
Learning Design Jochems et al 2004
Primary: presenting information
Secondary: active learning and feedback
Tertiary: dialogue and new learning.
Related articles
- Module 3 – Learning and Technology Theories Reflection (natalieedit202.wordpress.com)
- Learning Theory (downes.ca)
- Learning Theory – What are the established learning theories? (miracletrain2013.wordpress.com)
- Learning Theories and Technology (daniellegroten.wordpress.com)
- Connectivism: A Learning Theory for the Digital Age (gamedynamics.wordpress.com)
- Social Constructivism (s4323697.wordpress.com)
Paper and pencil surveys vs. online surveys … and the ghost of Douglas Adams
13 Learning Theories in a SimpleMinds mind map
Fig. 1. Learning Theories. Click on this and you can grab the original in a variety of sizes from the Picasa Web Album where it resides. (Created using SimpleMinds APP)
In an effort to impose some logic these are now grouped and various links also made. The reality might be take a large bowl of water then drip into these 12 coloured inks. The reality of how we learn is complex and will only be made the more so with fMRI imaging and advances in neuroscience.
My favourite Learning Theory here is one that Knud Illeris (2009) came up with – not learning at all, resistance too or defence learning. You just block it. That’s how I did 9 years of Latin and can decline how to love a table – I have no idea anymore what ‘ramabottom’ or some such means either. Ditto French as taught before secondary school and Chemistry – right or wrong, tick and box in a multiple choice each week. Still, for someone who couldn’t give a fig for either this approach got me through on a C grade. For French the ‘holistic’ approach worked a treat – French exchange, then back to hitch through France with some French guys who didn’t have a word of English, then got a job out there. Chemistry worked best with my Chemistry 7 set.
Activity Theory and Communities of Practice are surely in meltdown with the connectivity of Web 2.0?
The nodes and silos are too easily circumvented by each of us going directly to the source. ‘Community of Ideas’ works best for me.
Learning Theories
1) Neurophysiological – stimulus response, optmization of memory processes: Sylvester, 1995; Edelman, 1994; Jarvis, 1987.
2) Holistic – Illeris, 2009.
3) Behaviorist – Stimulus response pairs, Skinner, 1974.
4) Cognitive – Communication, how the brain receives, internalises and recalls information, problem solving, explanation, recombination, contrast, building upon information structures, focus on internal cognitive structures, models, methods and schemas, information processing, inferences.; Wenger, 1987; Hutchins, 1993; Anderson, 1983; Piaget, 1952.
5) Constructivist – Learners build their own mental structures, design orientated, assimilative learning (Illeris, 2009); task-orientated, cohort/collaborative group. Leonard, 2010): Vygotsky, 1934; Piaget, 1954; Bruner, 1993; Papert, 1980.
6) Transformative Learning – significant (Roger, 1951, 59); Transformative (Mezirow, 1994); Expansive (Engestrom, 1987); Transitional (Alheit, 1994).
7) Social – Socialization, a psychological perspective, imitation of norms, acquisition of membership, interpersonal relations (Bandura, 1977)
8) Communities of Practice – The focus is on participation and the role this plays to attract and retain new ‘members’; knowledge transfer is closely tied to the social situation where the knowledge is learned, (Learnard, 2010); shared, social and almost unintentional; legitimate peripheral participation (Lave, ); taking part in the practices of the community. A framework that considers learning in social terms. Lave & Wenger, 1991.
9) Communities of Interest –
10) Accommodative Learning – Illeris, 2007.
11) Activity Theories – Learners bridge the knowledge gap via the zone of proximal development, Wertsch, 1984. Historically constructed activities as entities. Thinking, reasoning and learning is a socially and culturally mediated phenomenon. Learnard, 2010. Engestrom, 1987; Vygotsky, 1934; Wertsch, 1984.
12) Organizational – How people in an organisation learn and how organisations learn. Organizational systems, structures and politics. Brown and Dugiod, 1995. Noaka and Takeuchi, 1991.
13) Resistance to/defence learning – Illeris, 2007
Learning is complex so is creating.
All observations are theory impregnated. Popper, (1996:86)
Learning can broadly be defined as ‘any process that in living organisms leads to permanent capacity change and which is not solely due to biological maturation or ageing (Illeris 2007, p.3)
Learning involves both internal and external factors. (Conole and Oliver, 20xx)
Human learning is the combination of processes throughout a lifetime whereby the whole person – body (genetic, physical and biological) and mind (knowledge, skills, attitudes, values, emotions, beliefs and senses) – experiences social situations, the perceived content of which is then transformed cognitively, emotively or practically (or through any combination) and integrated into the individual person’s biography resulting in a continually changing (or more experienced) person.
(Illeris, in Contemporary Theories … 2009)
There are many different kinds of learning theory. Each emphasizes different aspects of learning, and each is therefore useful for different purposes. (Conole and Oliver, ) What matters in learning and the nature of knowledge. And how families develop their own practices, routines, rituals, artifacts, symbols, conventions, stories and histories. (Conole and Oliver, )
Identify the key components of a number of theoretical approaches. Briefly introduce, say what it is and highlight key concepts.
How these might be applied to learning design with technology.
Clear RQs that are clearly derived from specific theories.
Recommend which data collection processes would be appropriate.
Conole et al (2004) x 7: Behaviourism, Cognitive, Constructivism, Activity-based, socially situated learning, experiential and systems theory.
Cube Representation of model. (Should be those things you roll) ADD OLDS MOOC and/or H817open
Mayes and de Frietas (2004) x3 Associative (structured tasks), cognitive (understanding) and situative.
Beetham (2005) x4: Associative, cognitive constructivist, social constructivist, situative.
See x4 Learning Theories Mind Map
Edudemic (2013) x 4 behaviourist, cognitive, constructive and connectivism
Traditional Learning Theories
http://edudemic.com/2012/12/a-simple-guide-to-4-complex-learning-theories/
Etienne Wenger (2007 in Knud Illeris) x9: organizational, neurophysiological, behaviourist, cognitive, activity theories, communities of practice, social learning, socialisational, constructivist.
Community of Practice and Community of Interests
‘Practitioners and overwhelmed by the plethora of choices and may lack the necessary skills to make informed choices about how to use these theories’. (Conole and Oliver 20xx)
Behaviourism | A perspective on learning (Skinner, 1950) reinforce/diminish. Stimulus/response. Aristotle. Hume. Pavlov. Ebbinghaus. | |
Cognitivism | Kant, Gagne, Rumlehart & Newman. | |
Activity Theory | Builds on the work of Vygotsky (1986). Learning as a social activity. All human action is mediated through using tools. In the context of a community. Knotworking. Runaway object. | Useful for analysing why problems have occurred – discordance. See Greenhow and Belbas for RQs. |
Constructivism | Engestrom, Soctrates, Brown, Bruner, Illich, | |
Connectivism | Bush, Wells, Berners-Lee. | |
Humanism | Leonard (500 Theories) |
Learning Theories from Wenger and others applied to OLDS MOOC
Organizational, Neurophsiological, Behaviourist, Cogntive, Resistence to or defence learning, activity theory, communities of practice, accommodation learning, social learning, transformative learning, socializational, constructivist.
Conole x6 pairings diagram
RESEARCH QUESTIONS
Formulate clear questions.
Amplification (Cole and Griffin) Amplifying as an increase in output – give a hunter a gun and they kill more prey. Give someone a computer and they write and calculate more. ‘Technology is best understood not as a static influence on literacy practice, but as a dynamic contributor to it’.
Learning and teaching: Behaviourism x3, cognitive theories x10 (including constructivism), humanisitc approaches, and others.
RQ
Quality not quantity
How these depend on the theoretical approach.
Strengths and Limitations
S – Situation, interactions, mechanisms can be more or less collaborative (Dillenbourg, 1999:9). Knowledge always undergoes construction and transformation in use. Learning is an integral aspect of activity. (Conole and Oliver, 2005). Communication is learning.
W – Across cultures, not just US and West. Caricatures/simplistic. Not a neat narrative.
O – Donations, Funding, Book promotion (MIT). The learner as a unique person.
T – Funding
REFERENCE
Conole (2007)
Conole, G; and Oliver, M. (eds) (20xx) Contemporary Perspective in E-learning Research. Themes, methods and impact on practice.
Crook, C and Dymott, R (20xx) ICT and the literacy practices of student writing. a
Edudemic. Traditional Learning Theories. (Accessed 19th April 2013)
http://edudemic.com/2012/12/a-simple-guide-to-4-complex-learning-theories/
Greenhow, C and Belbas, B (20xx:374)
Every bit of you contributes to your learning experience
When it comes to learning, everything matters – epecially the tips of your toes.
‘Human learning is the combination of processes throughout a lifetime whereby the whole person – body (genetic, physical and biological) and mind (knowledge, skills, attitudes, values, emotions, beliefs and senses) – experiences social situations, the perceived content of which is then transformed cognitively, emotively or practically (or through any combination) and integrated into the individual person’s biography resulting in a continually changing (or more experienced) person’. Knud Illiris (2009:24)
In 1980 I worked the winter season in a Hotel in the French Alps. It was a 13 hour working day that started at 6.00am and included three hours off over lunch – 12h00 to 15h00. That’s when I went skiing – in all weather. That season, like this, had an abundance of ‘weather’ with more snow than even Val d’Isere could cope with. An avalanche took out an entire mountain restaurant … or rather burried them. They were fine and re-opened after a few weeks. Towards the end of the season I would shot up the slopes, in my M&S suit, with a plasticated boiler-suit like thing over it and skied the same run maybe 11 or 12 times before returning to the hotel and an afternoon/evening of carrying bags, digging cars out, taking trays of food, cleaning and translating French to English for the Hotel Manager. I had a Sony Walkman cassette player. I played Pink Floyd ‘The Wall’ and skied to ‘The Wall’.
33 years on, using the same skis if I want, the music on an iPhone, I manage three to five turns at a time … rest … three to five more turns … rest … three to five turns and take a suck on my Ventolin inhaler …. and so on.
And what comes to mind?
‘The Rise and Fall of the Roman Empire’ Gibbon and Alexis de Tocqueville ‘L’Ancien Régime et la Révolution’ – both required reading before I started my undergraduate year of History later in 1981.
These are the games the brains plays on you. I can now of course recall Madame Raymond, the Hotel Manger, The Sofitel, Val d’Isere and Christian, the waiter who taught me to ski … and the word for dust ‘poussiere’.
And while up here 33 years later I have so far got through three books:
‘The A to Z of Learning Theory’ (2002), David Leonard; ‘Contemporary Perspectives in E-learning Research’ eds. Grainne Conole and Martin Oliver and ‘Contemporary Theories of Learning’ edited by Knud Illeris (2009) … from which I drew the above quote. The first covers some 150 learning theories – by the time you’ve finished it you may conclude that there is life and learning while death brings it to the end. As Illiris states, everything counts. The second is one of those academic compillations of papers. The title is disengenious as I could not find in ONE single paper (chapter) any attempts to give a perspective on e-learning research, rather these are papers on e-learning. Period. While the Knud Illiris edited book does the business with some great chapters from him, from Etienne Wenger and Yrjo Engestrom. So one is the K-Tel compilation from Woolworths, while the latter is ‘Now E-Learning’.
As it is still snowing I may have to download another book.
What will the impact be of the Web on education? How is knowledge sharing and learning changing?
Fig. 1. Father and daughter
From four or five months after conception with the formation of the brain, to the moment of brain death we have the capacity to learn, subconsciously as well as consciously.
Whether through interlopers before birth, in infancy and early childhood, or through family and carers in our last moment, days, weeks, months or years. At both ends of life the Web through a myriad of ways can advise, suggest and inform, and so educate, like never before. While for all the time in between as sponges, participants and students we can access, interact, interpose and interject in an environment where everything that is known and has been understood is presented to us. The interface between person and this Web of knowledge is a fascinating one that deserves close study for its potentially profound impact on what we as humans can do as people and collectively: Individually through, by, with and surfing the established and privileged formal and formal conveyor belt of education through nursery, primary, secondary and tertiary centres of learning. Individually, also through expanding opportunities globally to learn unfettered by such formal education where such established opportunities don’t exist unless hindered through poverty and politics or a lack of communications infrastructure (a robust broadband connection to the Web). And individually and collectively alongside or beyond whatever formal education is provided or exploited by finger tapping into close and expanded networks of people, materials, ideas and activities
Open learning comes of age.
By seeking to peg answers to the role the Web is starting to play, at one end to the very first opportunity, at the micro-biological level to form a thought and at the other end to those micro-seconds at the end of life once the brain ceases to function – and everything else in between, requires an understandings neuroscience and an answer to the question ‘what is going on in there?’ How do we learn?
From an anthropological perspective why and how do we learn?
Where can we identify the origins of knowledge sharing and its role in the survival and domination of homo sapiens? And from our migration from the savannas of Eastern Africa to every nook and cranny of Earth, on land and sea, what recognised societal behaviours are playing out online? And are these behaviours mimicked or to a lesser extent transmogrified, warped or elevated by the scope, scale and speed of being connected to so much in such variety?
A history of learning is required.
From our innate conscious and subconscious capacity to learn from our immediate family and community how has formal education formed right the way through adding reading, writing and numeracy as a foundation to subject choices and specialisms, so momentarily expanded in secondary education into the single subjects studied at undergraduate level and the niche within a niche at Masters and doctoral levels. And what role has and will formal and informal learning continue to have, at work and play if increasing numbers of people globally have a school or university in their pockets, courtesy of a smartphone or tablet and a connection to the Web?
The global village Marshall McLuhan described is now, for the person connected to the Web, the global digital fireplace.
It has that ability to gather people around. Where though are its limits? With how many people can we develop and maintain a relationship? Once again, how can an understanding of social networks on the ground inform us about those that form on the Web? Multiplicity reins for some, flitting between a variety of groups while others have their niche interests indulged, celebrated and reinforced. Is there an identifiable geography of such hubs small and large and if visualised what does this tell us? Are the ways we can now learn new or old?
In relation to one aspect of education – medicine – how are we informed and how do we respond as patients and clinicians?
The journey starts at conception with the mixing of DNA and ends once the last electrochemical spark has fired. How, in relation to medicine does the quality (or lack of), scale and variety of information available on the Web inform and impact upon our ideas and actions the length of this lifetime’s journey At one end, parents making decisions regarding having children, then knowledge of pregnancy and foetal development. While at the other end, a child takes part in the decision-making process with clinicians and potentially the patient – to ‘call it a day’. Both the patient or person, as participant and the clinicians as interlocutors have, potentially, the same level of information at their fingertips courtesy of the Web.
How is this relationship and the outcomes altered where the patient will know more about their own health and a good deal about a clinician’s specialism?
The relationship between the doctor and patient, like others, courtesy of the connectivity and capacity of the Web, has changed – transmogrified, melted and flipped all at the same time. It is no longer them and us, though it can be – rather, as in education and other fields, it can be highly personalized and close.
Can clinicians be many things to many people?
Can any or only some of us cope with such multiplicity? A psychologist may say some will and some won’t, some have the nature for it, others not. Ditto in education. Trained to lead a classroom in a domain of their own, can a teacher take on multiple roles aimed at responding to the unique as well as the common traits of each of their students? While in tertiary education should and can academics continue to be, or expected to be undertake research as well as teach? Where teaching might be more akin to broadcasting, and the classroom or tutorial takes place asynchronously and online as well as live and face-to-face.
Disaggregation equals change.
In relation to one aspect of education in medicine and one kind of problem, what role might the Web play to support patients so that they can make an informed decision regarding the taking of potentially life saving, if not simply life improving, medications? Having understood the complexity of reasons why having been prescribed a preventer medication, for example, to reduce or even eliminate the risk of a serious asthma attack, what is going on where a patient elects, sometimes belligerently, not to take the medication. Others are forgetful, some misinformed, for others it is the cost, or the palaver of ordering, collecting and paying for repeat prescriptions. Information alone isn’t enough, but given the capacity of the web to brief a person on an individual basis, where they are online, what can be done to improve adherence, save lives and enhance the quality of life?
My hypothesis is that a patient can be assisted by an artificial companion of some kind, that is responsive to the person’s vicissitudes while metaphorically sitting on that person’s shoulder i.e. in the ‘Cloud’ and on their smartphone, tablet, headset, laptop or whatever other assistive interface will exist between us and the Web.
Fig. 2. Where it ends … more or less
At a parent’s side when they die is a profound experience. The breathing stopped and a trillion memories drained away. To what degree will this no longer be the case when a life logged digitally becomes a life in part preserved?
70,000 years ago we were getting something right in relation to learning and responding to circumstances and left Africa.
We have been learning in communities ever since.
Perhaps population pressures or stability permitted reading and our inexorable desire to innovate led to the printing press and more since besides. Meanwhile populations and civilizations grew and society required or permitted the development of formal learning.
For me all the learning theories are observations of human behaviour as individuals or in groups.
Open learning is if anything taking us back to learning on the fly, in more vibrant less formal communities online. A response to the necessity of educating 7 billion and solving many of the human created problems on this dot in space called Earth.
I rather think the theories come AFTER the event to philosophise over what is taking place – in a commercial and entrepreneurial world you get on with it.
Take virtual worlds – they are commercial gaming and entertainment environments which educators would like to use and as they use them explain, position and justify.
- All I want to know is, does it work?
- Is it affordable?
- Is it scaleable?
- Is it going anywhere?
- If not ditch it snd try something else.
Related articles
- Week 5: Mapping Learning Connections and Reflection (tlpsidt.wordpress.com)
- A Great Wheel of All The Learning Theories Teachers Need to Know about (educatorstechnology.com)
A ‘conversational approach’ to learning
Conversational Approach (Laurillard, 2002) This looks at the on-going learner-teacher interaction, and at the process of negotiation of views of the subject-matter which takes place between them in such a way as to modify the learner’s perceptions. From this she develops a set of criteria for the judgement of teaching/learning systems, particularly those based on educational technology.
http://www.instructionaldesign.org/theories/constructivist.html
http://www.learningandteaching.info/learning/pask.html
http://www.learning-theories.com/constructivism.html
http://en.wikipedia.org/wiki/Main_Page
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