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D2.1.6 (Final)
Kaleidoscope scientific vision
Main author : Nicolas Balacheff (CNRS)
Nature of the deliverable : Report
Dissemination level : Public
Planned delivery date : December 2005
No part of this document may be distributed outside the consortium / EC without
written permission from the project co-ordinator
Prepared for the European Commission, DG INFSO, under contract N°. IST 507838
as a deliverable from WP2
Submitted on 08-01-2006
Due to an error in the numbering, this deliverable is
referenced as D2.1.16 in the updated Technical Annex
(Months 13-30)

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Summary
This deliverable presents the process which is accompanying the construction of a shared vision of Kaleidoscope scientific
complexity, challenge and perspectives. It has been chosen to keep a record of the process. The first sections of this deliverable set
the scene, and then things move backward presenting the initial steps at the end of the document.
History
Filename
Status
Release
Changes
Uploaded
D02-01-06-F.pdf
Final
1
All paragraphs
completed, including
the presentation of
the background of
the questions
(section 2.1)
08/01/2006
D02-01-06-V1.pdf
Draft
1
03/01/2006

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Deliverable D2.1.6
Content
1.
INTRODUCTION............................................................................................................................... 3
1.1 T
O THE READER
.................................................................................................................................... 3
1.2 T
HE DOCUMENT OBJECTIVE
.................................................................................................................. 3
1.3 I
N SEARCH FOR A POSITION
,
OVERVIEW OF THE PROCESS
...................................................................... 3
2.
QUESTIONS....................................................................................................................................... 4
2.1 Q
UESTIONS BACKGROUND
.................................................................................................................... 4
2.2 T
HE QUESTIONS
.................................................................................................................................... 6
2.2.1 Research themes........................................................................................................................... 6
2.2.2 Questions of vision (computer science orientation not enough developed yet: derived from
original discussion document) .............................................................................................................. 6
3.
VERSION 2: A SCIENTIFIC VISION STATEMENT................................................................... 7
3.1 T
HE TEXT
,
VERSION
2 ........................................................................................................................... 7
3.1.1 Caveat.......................................................................................................................................... 7
3.1.2 Humanism versus technologism................................................................................................... 7
3.1.3 The challenge of accounting for knowledge as well as learning.................................................. 8
3.1.4 The tension between individual and social .................................................................................. 9
3.1.5 Design and intentionality............................................................................................................11
3.1.6 Implementation ...........................................................................................................................12
3.1.7 Use ..............................................................................................................................................13
3.1.8 Methodology & instrumentation .................................................................................................14
3.1.9 Conclusion ..................................................................................................................................15
3.1.10 Coda..........................................................................................................................................15
3.2 T
HE LEARNING ECONOMY AND THE NEEDED LEARNING CAPABILITY
A FEEDBACK
(D
IRCKINCK
-
H
OLMFELD
)...............................................................................................................................................16
4.
A BREAKTHROUGH: THE MADRID CORE GROUP BRAINSTORMING MEETING ......17
4.1 F
ROM AN ACADEMIC BRAINSTORMING TO A
F
UTURE WORKSHOP METHODOLOGY
...............................17
4.2 C
RITICS OF THE INITIAL STATEMENT
....................................................................................................18
4.2.1 Critic statements: general issues and their ranking...................................................................18
4.2.2 Critic statements on premises and foundations..........................................................................20

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4.2.3 Critic statements: nature, purpose and challenges....................................................................21
4.3 G
ROUPS OUTCOMES
:
PROPOSAL FOR FUTURE WRITING WORKSHOPS
....................................................22
4.3.1 Group 1 (lead Lone Dirckinck-Homlfeld)..................................................................................22
4.3.2 Group 2 (lead Ulrich Hoppe).....................................................................................................23
4.3.3 Group 3 (lead Lydia Montandon) ..............................................................................................23
5.
VERSION 1: PROPOSAL FOR A SCIENTIFIC STATEMENT.................................................25
5.1 T
HE TEXT
,
VERSION
1 ..........................................................................................................................25
5.1.1 The challenge: Knowledge not (so much) learning.....................................................................26
5.1.2 The tension between individual and social .................................................................................27
5.2 T
HE FEEDBACK
....................................................................................................................................32
5.2.1. Liam Bannon, Annette Aboulafia...............................................................................................32
5.2.2 Rosella Magli..............................................................................................................................35
5.2.3 Antonio Rizzo on Friday 12th, August 2005 (08:00)...................................................................36
5.2.4 Lone Dirckinck-Holmfeld............................................................................................................37
5.2.5 Chronis Kynigos..........................................................................................................................40
5.2.6 Giorgio Olimpo...........................................................................................................................40

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1. Introduction
1.1 To the reader
This deliverable could have presented the last draft of a document, indicating the status of
an on going discussion on a difficult issue. However, this would have hidden the main
related outcome: the process which is accompanying the construction of a shared vision
of Kaleidoscope scientific complexity, challenge and perspectives. Eventually, it has
been chosen to keep a record of the process, but to offer to the reader the possibility to
reach quickly the final picture if he or she is willing to, skipping the whole story:
The first sections of this deliverable set the scene, and then move backward
presenting the initial steps at the end of the document.
Indeed, what we have now in hands is less a confident statement about Kaleidoscope than
a corpus witnessing our thoughts, hesitations, beliefs and opinions, convergences and
differences. An exact picture of the scientific challenge we are facing.
1.2 The document objective
The initial objective is to produce a reference text for the network scientific development.
It is not intended, nor desirable, to close the network on a unique view of research on
TEL, but to reflect the commonalities and differences, as well as the debates in the
network at a scientific level—that is, at the level of the concepts and the methods, of what
is recognized as results of research (see the below, section 3.1.1 “Caveat”, for a more
extended presentation of this ambition).
It is very possible that we is important is less the concrete outcome than the effort of
make explicit the different position and the clarification it will need.
1.3 In search for a position, overview of the process
An initial document has been prepared by Nicolas Balacheff and Richard Noss, entitled
“A vision for Kaleidoscope”. This first version has been distributed to the Core Group for
remarks, suggestions and questions (this text and the related material is presented below,
section 5).
The second step has been a brainstorming meeting held in Madrid on September 2005 the

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12
th
. This meeting has been very active, however the material gathered is not yet fully
exploited (see a record of this material below, section 4).
Following this session, a new draft has been prepared, to be presented to the Contractors
General Assembly. Within the few weeks between the Madrid brainstorming and the
Porto CGA, it was not possible to produce a completely new document close enough to
the Core Group Expectations. Beside some editing, a Caveat and a Coda have been added
to clarify the limits and the intentions of this second draft (this text is reproduced in
section 3 with one related contribution).
This second draft has been distributed to the Kaleidoscope team leaders and discussed in
Porto as part of the joint program to the Contractors General Assembly. Indeed, this
discussion emphasized the difficulty of the challenge but also evidenced the interest and
the positive willingness of the consortium. The result is two fold: (i) a first set of
questions drafted by Richard Noss, (2) the establishment of a blog and a forum dedicated
to a continuing discussion on the Kaleidoscope Scientific vision statement (a report on
this CGA session and the related question are presented in section 2).
2. Questions
2.1 Questions background
The initial version of the scientific vision statement was presented to the assembly of the
contractors and teams representatives during a specific session organized jointly to the
Contractors General Assembly held in Oporto on December the 6
th
, 2005. A synthesis of
the Core Group's remarks as they stood, was presented. The discussion showed the
willingness of the CGA to continue the process. It acknowledged the difficulty of this
enterprise, but also a clear willingness to take up the challenge. This discussion will
continue through electronic means, based on the initial questions drafted here after
(section 2.2).
The discussion emphasized that the text must envision the future, showing how lessons
are learned from an historical perspective. Il must reflect the existing diversity, and not
lose its relation to the “real world” context. The Kaleidoscope scientific vision statement
should demonstrate a European identity and its specific contribution to research on TEL.

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A general recommendation is to have a short statement introduced by a clear picture of
its purpose and its structure. However it is acknowledged that this will be difficult if, at
the same time, we want to express the different views about knowledge, concepts and
learning processes as well as the diversity of the research approaches and methodology in
Kaleidoscope.
In order to rise to this challenge, the agreed strategy will be to rework the existing
document, so as to propose to the consortium a series of questions and related possible
positions, in order to stimulate reactions and contributions. This will be supported by
either blogs or forums, depending on what is the most efficient and relevant means
(expressing position or managing a focused discussion). The starting point will be
questions extracted from the current version of the scientific vision statement and the
related positions it expresses. This will be followed by a Kaleidoscope Scientific Vision
Statement, which will be produced based on an analytical summary of the corpus of the
threads of discussion and of the positions expressed by the partners individually or
collectively. More texts may be produced in relation to this short document, presenting
more detailed analysis of where we are, what we must know, what are the issues to be
addressed: these will be called - provisionally at least - 'accompanying 'chapters'. These
texts should contribute to the effort of accumulation of knowledge in the field of TEL, a
task that has yet to be achieved or which is, at best, left invisible and tacit.
A collective effort to produce the Kaleidoscope Scientific Vision Statement will prove
successful if generates enthusiasm and synergy among the partners to show how the
different disciplines provide strength to the integrated network. The effort will lead to a
stronger and more useful integration: in this sense, the actual product of the text should
be seen as secondary to the process of achieving it (we note that, given the complexity of
what is at issue, the content may only ever - in the lifetime of Kaleidoscope - be regarded
as provisional).

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2.2 The questions
2.2.1 Research themes
1. How can the substance of learning be transformed by the design of adaptive
systems that take account of the social and cultural embedding of learners?
2. How might digital technologies afford pluralistic possibilities in epistemology
(what might be learned and how) and equity (by whom can it be learned and
when?)
3. In what ways can digital technologies be deployed to foster more open and
accessible routes for learners throughout the life course?
4. Can we design methodologies for exploring the possibilities of more productive
learning, that is more successful and efficient in achieving its intended outcomes?
5. What are the social and cultural affordances and constraints for the embedding of
digital technologies in learning and teaching?
2.2.2 Questions of vision (computer science orientation not enough developed yet: derived
from original discussion document)
1. To what extent can we accept or reject the notion that technology can engender
fundamental change in learning and teaching?
2. What would constitute fundamental change: how would such change be
recognised? How might it be researched?
3. How can we research the range of expressible phenomena that digital
technologies can facilitate? What are the new possibilities for engagement with
knowledge?
4. What are the contingencies of subject knowledge on TEL?
5. How does the tension between individual cognition and community learning play
out with digital technologies?
6. What are the main obstacles to the development of a cumulative research
programme in the field?
7. How should the field take forward design as a research challenge? What are the
major ways in which epistemology and design are inter-related?
8. How are implementation and knowledge mutually interrelated?
9. What are the key methodological challenges for researching TEL?
10. What are the affordances of TEL for the development of equity, learning within
communities? What new patterns of learning styles and diversity emerge?
11. what are the challenges of instrumental genesis both on a cognitive (individual)
level and a social (community) level?

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3. Version 2: A scientific vision statement
3.1 The text, version 2
3.1.1 Caveat
This document intends to reach within and beyond Kaleidoscope to address the concepts,
methods and scientific perspective of the members of the network, and develop an agreed
statement on a common scientific vision based on the recognition of our commonalities
and differences. The coherence of the vision rests on the adoption of a unique perspective
or way of understanding "technology-enhanced learning" (TEL), as well as the
recognition of a common challenge which calls for a variety of approaches from
technology to education, from computer science to human and social sciences.
In proposing such a vision, we acknowledge that Kaleidoscope is made up of a very large
and heterogeneous collection of researchers, many with quite distinct views on
conceptual frameworks and the appropriate research methods to investigate TEL.
Precisely because we recognize TEL as a research domain with its own specificity
irreducible to any individual contribution, we must be able to express its scientific
objectives and provide a clear identification of the field, together with strategies for
cross-fertilization of different approaches and overall growth of this research area. One of
the objectives of the document is to contribute to the clarification needed to enhance the
visibility of TEL in the European Research Area.
In short, the production of this document witnesses our joint effort to provide a well-
shared understanding of our scientific commonalities and differences. If successful, it
will plays the role of the common horizon we face moving along our way in individual or
common steps. But we should stress: this document is not the endpoint, it is only a
beginning. Our key objective is to stimulate debate as a precursor of theoretical and
practical clarity.
3.1.2 Humanism versus technologism
There was, and perhaps still is, a strand of opinion – not to say research – that chooses to
focus on the most obvious dehumanizing elements of the computer. This recognition is
hardly contentious: the computer is, like other technologies before it, responsible for
deskilling, dehumanizing, for reducing aspects of human interaction to interaction with a

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machine. introduction
Critiques of this kind are right to draw attention to the roles to which computers are put
and the rationales for their existence, but they throw out the educational baby with the
sociological bath water. Recognising that digital (or any other) technology can never be
an independent agent of radical change for learning, misses the uniqueness of what the
computer has to offer. It ignores the dialectic between how cultures structure technology
and how technology can shape the culture which gave birth to it.
The vision of the computer that gives rise to this view is based on a cultural stereotype of
the computer as a lifeless 'thing' – like all stereotypes, it has, of course, an element of
truth. But it misses the (for some) surprising paradox that the technical achievement that
has been responsible for dehumanization is also the most likely candidate for catalysing
fundamental transformation of learning.
There is an opposite point of view which claims that the technology itself will bring
about fundamental change, independently of the social context. Once again, there is an
important kernel of truth: it is easy to point to the emergence of critical technologies
(printing, railways and so on) that are responsible for wide-reaching change in societies:
and it is certainly the case that ubiquitous technology is a necessary condition for change.
But this point of view misses the crucial point: our interest focuses not on the potential of
digital technologies, nor even on the potential of such technologies for learning. It centres
on the possibilities for learning about the world, as well as studying how the technology
is socially constructed by human beings. The technologists and humanists make the same
mistake, in viewing the technology as a thing in itself, and worse, in accepting the
cultural stereotypes of what the technology is for – to calculate more quickly, write more
easily, access information more effortlessly. The resolution to this apparent dichotomy is
to locate knowledge at the centre of our concern: both from the point of view of
understanding the roles of technology in culturally mediated settings, and for designing
it.
3.1.3 The challenge of accounting for knowledge as well as learning
Learning as an outcome as well as a process is at the core of any problématique of TEL.
A question about learners which is shared by all stakeholders is “do they learn?”. The
answer is straightforward: yes. Yes because, whatever the situation, the human being will

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learn; human beings adapt themselves to the environment and its accompanying
technology or they ignore it. So too for learners. So the question needs reformulation: not
"do they learn?" but “what do they learn?”. This raises a much more difficult problem
since it implies that one knows how to specify the desired learning outcomes and to
demonstrate their presence as a result of the learning process (i.e. the actual use of the
environment).
If we consider the learning of mathematics or physics, the learning of literature or
surgery, the learning of chemistry or of philosophy, it is obvious—even from a
commonsense perspective — that these topics differ drastically when viewed from a
cognitive perspective or from an educational perspective. Understanding this disparity
helps us to appreciate that it is not learning which is central to our problématique, but the
learning of something.
Our research, our design, our innovation should not be “learner centred” but “learning x
centred”. In certain ideological or cultural contexts this may sound contradictory, as a
return to a content-centered approach, with the idea of a “knowledge” standing
immutably in isolation. In fact, there is no contradiction. Our approach is not based on an
ontological definition of knowledge but on a phenomenological definition which
considers knowledge as the emergent property of complex interaction between the learner
and her/his environment.
Understanding knowledge, its human and social nature, as well as its proper ecology, is a
strategic condition for the development of TEL from a theoretical and an operational
perspective. We need a pragmatic
1
characterisation of knowledge in order to support our
efforts to understand and to stimulate better design and in-the-field implementation of
TEL.
3.1.4 The tension between individual and social
Research in TEL abounds with examples of technology influencing, mediating, shaping
how learning takes place – each of these descriptions hides the possibilities of different
1
Pragmatic is here used in Popperian sense, that is a characterisation which is relevant to our
problématique although it will surely leave open most of the existing questions raised by this philosophical
concept—but still sufficiently coherent with what we know now from cognitive sciences and epistemology.

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paradigms, and different criteria for success. Nevertheless, there is little doubt that the
social dimension of computational design, implementation and use provides a critical
dimension along which to view the evolution of digital technologies. Although there
continue to be whole fields and sub-fields that ignore this dimension, the reality of
painstakingly slow change, the resistance of formal learning to embrace technologies, and
the explosion of interest in the social setting can now be taken for granted. There is no
doubt of its explanatory power, and few serious contenders for theoretical frameworks
that fail to acknowledge the importance of focusing on human interaction, even when the
focus of study is on the design of computational systems.
While the sociocultural turn of the last two decades in the social sciences has had an
important and far-reaching effect on research in TEL, it is equally important that we do
not lose sight of what the cognitive perspective still has to offer. We are interested in
learning x, and x exists between the ears of the learner, as much as in the culture of which
she plays a part. We cannot afford to lose sight of the individual while at the same time,
acknowledging how the individual's knowledge is shaped in interaction with others, and
how it is validated by her participation in the social situation. There is a dialectical
relationship between the technology and its situational embedding, a mutual shaping of
both that deserves consideration, and which is critical if design is to achieve the objective
of human learning.
There is no necessary conflict between the individual and social perspectives, provided
there is a clear demarcation of what each is designed to study. Further, the apparent
conflict points to the need to study the problem at different levels of analysis: Individual
learner, communities of practice, social and cultural structure. Considered from the point
of view of learning, technology-in-use mediates between teacher (however instantiated)
and learner, shaping and moulding what both can know. This is potentially a two-way
channel of communication with the computer, and our task is to study how this 'channel'
operates and under what conditions to maximise its educational 'bandwidth'.
The price of failure to resolve this tension between social and cognitive is the failure of
the cumulativity of TEL research, a failure exemplified by the ebb and flow of theoretical
frameworks, the difficulty of theoretical application, and the struggle to match
methodological constraints to the problems under consideration. In addition, we need to

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recognise that there are different “voices” involved, different objects (goals), with diverse
rules of discourse – the knowledge which counts for one group of students may be
irrelevant for another.
3.1.5 Design and intentionality
TEL depends on the cognitive, situational and epistemological adequacy of
computational environments for human learning. Naming technological artefact in this
way, highlights our intention to make more visible the two interacting “micro” systems
(the technology and the human learner), the “mezzo” system (including complex
interactions between multiple learners, machines, and teachers) and the "macro" system
(concerned with corresponding issues at the institutional level). The key word in
computational environments for human learning is "for": these environments are a priori
dedicated to learning, necessitating a focus directly on person-machine interactions, or
indirectly, on persons' communications mediated by the machines.
This intentionality drives the design of TEL environments in two ways. At an epistemic
level it requires the characterization of the point of learning, whether of an academic
nature (how to read) or of a more tacit nature (how to behave). At an educational level it
requires a characterization of the conditions likely to permit the expected learning to be
achieved, thanks to the combination of the properties of the environment and the
properties of its use.
The educational or didactical intentionality which is encapsulated in the design of a
learning environment, may not be the object of an explicit implementation (like for
example in so-called tutoring systems), but can emerge from the properties of the system
which makes it relevant for a teaching-learning project (like for example in educational
microworlds). In fact, this ecological model, in which there exists initial and background
conditions and constraints gives us a far more realistic view of the possibilities of TEL
than the perspective that seeks to draw determined 'outcomes' from a given set of inputs.
The ecological perspective allows us to think of meanings being created within a setting
alongside technology, rather than simply brought into it from outside. The implication is
that we do not have to characterise change agents as thwarted, stymied by habits and
routines. Instead, we can see actors in settings making sense of their roles from the
interplay of meanings brought to them from diverse practices.

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3.1.6 Implementation
There is a problem of implementation of design. Even if technological constraints have
been aligned (choice of a programming language and of an OS, choice of the interfaces
and other hardware, etc.), or if the design has produced a well formalised specification,
there is still the difficulty of putting design into practice. For example, important
decisions of implementation are related to management of time and organisation of
actions by algorithms, and then to their representation by programs in a given language.
This management implies the introduction of explicit order where more often than not
order is unanticipated or does not even matter – or may even run counter to the
knowledge to be learned.
The choice of a system of representation determines the kind of manipulations that can be
made available to the user. It implies that the feedback of the machine on the learner's
actions may differ from one environment to another, due to implementation choices
rather than to content characteristics. The idea of computational transmutation names the
process that leads to the specification and then the implementation of a model – we use
here the notion of transmutation proposed by Roman Jakobson, who named
transmutation “this motion of a text across other media”. In the same manner, TEL
introduces a transmutation of knowledge. A large part of this process deals with the need
to align the requirements of symbolic representation and computation, and the related
transformation of knowledge that occurs when it is 'implemented' as technology.
On one level, we might react to this problem as mere (although complex) technological
limitations, to which the solution may be to suggest alternative specifications or
implementations to eliminate them. But this misses the fact that other choices would give
rise to other unintended effects. The issue is not to suppress these effects: they are an
inevitable result of the computer's presence. Any representation has effects, it reshapes
the knowledge and the way it is learned. The challenge for TEL research is to express
precisely what these effects are and what might be their consequences. Instead of
searching for an impossible epistemological fidelity, trying to avoid bias between
representations and what they intend to represent, the way forward is to delineate the
epistemological domain of validity of the chosen model or representation.
This is a crucial point that provides a central pillar for our research perspective. Our

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challenge is to take account of new knowledge in two senses: first, in the sense above, to
understand how knowledge is transformed (or mutated) in implementation. Second, to
study and account for new knowledge that is required by post-industrial societies,
knowledge that is inevitably and increasingly computationally-represented, including, for
example, an understanding of the influences of new media and the difficulty of filtering
information to create knowledge and understanding. Moreover, Kaleidoscope's
perspective points to the complex sociotechnical nature of implementation which, in
turn, calls for multiple approaches that incorporate diverse research traditions – social,
psychological, computational, semiotic and so on.
Thus a foundational postulate of our research domain is that TEL design is domain
dependent because knowing is representation dependent. We are about to recognise that
knowledge, as well as learning, is a constraint on the design of TEL environment.
3.1.7 Use
Even posing the question "What happens when technology is put to use?", is to risk the
implication of an ontological essence of technological artefacts that exists independently
of the human use to which it is put. It focuses our attention on a crucial issue, namely
what happens to the user as she uses the technology, how her activity is shaped in
interaction with the technology.
This perspective leaves out an important reciprocity. When computational tools become
an integral part of a learning environment, the knowledge modeled by the system and the
students’ conceptions of that knowledge will both change in the process. The tool shapes
what the person can do, what she can think, what she can know, what becomes possible
and what becomes impossible. In the opposite direction, the tool is shaped by the person:
physically (or virtually) by adapting it, moulding it for evolving purposes; or
conceptually, by using the tool in ways unforeseen by its designers.
There is a paradox here. Our intention is to design systems that are genuinely expressive,
not merely tools that achieve a particular goal. And yet, the more open and malleable the
technology, the more likely it is that the learner will reshape the tool in use, possibly in
directions unanticipated by (or antithetical to) the designer. On the other hand, while
systems focused on narrow knowledge domains minimise this risk, they tend not to
enable radical transformation of the learning process.

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3.1.8 Methodology & instrumentation
There is an historical difficulty for research on TEL to identify terms and frameworks
that we can share, for expressing the differences and commonalities of approach at a
conceptual and methodological level. As a consequence, there arises a considerable
problem in sharing results or specific outcomes beyond general statements or claims.
This is exacerbated at the level of the technology we produce (and often re-produce). A
significant difficult is the scant information usually available on the actual context of
experimental work, both because sufficiently thick descriptions are often incompatible
with conventional publishing constraints, or because there are no agreed criteria for
reporting data of this kind.
Two crucial questions, which actually determine the viability of research in TEL, must be
mentioned here:
How to describe properly the context in which we observe TEL, the
corresponding setting either "natural" or "experimental", the context in which we
carry out controlled experiments?
Is it possible to establish a kind of international standard, or record of best
practices, or recommendations, and in which forms?
The answers, even partial answers, to these questions would make interesting PhD. The
result will be to facilitate the sharing of results and their framework and foundation. An
accompanying measure should be the development of a systematic policy for a research
instrumentation, implementing testbed infrastructure. The added value of testbeds is to
construct a relevant context to systematize the way we describe, inform, and comment
upon the observations and the experiments we carry out. This is the price we will need to
pay in order to make sense of the research outcomes we would like to share, and of the
technology itself.
The idea of research instrumentation in TEL must be given a clear priority. It includes the
systematization of data description and sharing, replication of research by different
teams, sharing at a technological level (something like object-web at a domain level). It
also includes an exploration of what is the meaning of "result" in our domain and the way
we can archive and document them.

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3.1.9 Conclusion
We return here to the specific question of knowledge, what computational environments
are for. The key challenge is to study the problem from multiple viewpoints, and to do so
from a perspective that prioritises the development of understanding the knowledge
mutations that arise from the computational presence. In particular, we need to study,
among many other issues:
what are the changes in the range of phenomena that can be addressed?
how do specific computational implementations mediate this range?
what are the new possibilities for engagement with knowledge?
what are the problems of instrumental genesis?
what new patterns of learning styles and diversity emerge?
3.1.10 Coda
Research on TEL addresses a set of questions and issues which are socially critical and
politically sensitive. There is a strong temptation to impact education and training in a
direct and effective way, sometimes encouraging us to prescribe solutions for change.
While the urge to improve is important, we must not forget the complexity of the
institutional, social, political and economical nature of learning. It is the role of society to
decide and implement reforms and innovation, but it is the role of research to inform and
support these desired reforms and innovations. The value of scientific discourse rests in it
intrinsic validity: this does not mean that there is anything like a “proof” of the results of
TEL research, but that this research is able to back its results by enough evidence and
analytical argument, so that these results are based on a strong rationale. Research on
TEL cannot be content with opinion and beliefs; its challenge is to produce knowledge
about the design, implementation and use of TEL even if we must be prepared constantly
to revise this knowledge.
Technology enhanced learning is directly concerned with education. However, its scope
is more limited. Indeed, education is first a political issue covering question like those of
the choice of a model of society, of the values one want to convey, as well as the question
of the role of education. Our specific initiative is to bridge the scientific, political and
social dimensions of research on learning.

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3.2 The learning economy and the needed learning
capability—a feedback (Dirckinck-Holmfeld)
From various sources it seems evident that we are entering what has been termed the
‘learning economy
2
. On a societal scale this means, amongst other things, that we are
moving from an economy based on traditional industrial production into an economy and
industry focusing on innovation, creativity and entrepreneurship. Lundvall
3
suggests the
concept the learning economy instead of the more often used ‘knowledge society’ to
characterise this phase of socio-economic development. Lundvall explains the concept as
follows: “The basic assumption behind this concept [The learning economy] is very
simple. The point of departure is, that the technical development, the globalization and
political processes concerning deregulation and liberalization all together imply an
acceleration of the speed of technical and economic changes and reorganization. To-day,
it is not as much the access to a certain knowledge amount, which is decisive for the
economic successes of companies and individuals, however rather their ability and
capacity rapidly to acquire new competencies in line with new types of problems. New
knowledge arrives in an increasing tempo, however the economic relevant ’knowledge
amount’ is at the same time reduced, while knowledge becomes obsolete faster than
before” (Lundwall op. cit. p. 56 our translation). It’s therefore the companies and
individuals capability to learn rather than solely access to knowledge, which determines
socio economic development. And rapid changes give an advantage to rapid learners.
The challenge of the learning economy spans several institutions and structures, and the
need to deepen our knowledge on innovation, creativity and entrepreneurship seems
evident. This is a double-fold challenge in that it means both a deeper understanding of
what fundamentally constitutes innovation, creativity and entrepreneurship for the
2
Florida, R. (1995). Toward the Learning Region. Futures, 27, 527-536.
Lundvall, B. Å. (1992). National systems of innovation toward a theory of innovation and interactive
learning. London: Printer.
OECD (2000). A new economy? The changing role of innovation and information technology in economic
growth. Paris: OECD.
3
Lundvall, B.-Å. (2001). Universitetet i den lærende økonomi. [Universities in the learning economy] In P.
Maskell & H. S. Jensen (Eds.), Universiteter for fremtiden - universiteterne og videnssamfundet (pp. p. 51 -
91). Frederiksberg C: Samfundslitteratur Press
.

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individuals and the institutions, but simultaneously an understanding of how to support
and nurture these processes in education, work and organisations
4
(Ryberg and
Dirckinck-Holmfeld, 2005).
Kaleidoscope is engaged in both challenges, focusing on the role of ICT for innovation,
learning, creativity and entrepreneurship. In this endeavour we are laying the foundation
for the field of research that exists at the intersections of studies of technology, learning
and design.
4. A breakthrough: the Madrid Core Group brainstorming meeting
4.1 From an academic brainstorming to a Future workshop
methodology
The initial agenda for the Madrid brainstorming included two phases. For the first phase,
the participants were invited to contribute by making a statement .(1 slide, 5 minutes)
with the intention of open exchange of ideas, views and scientific agenda, then four
parallel groups would have worked on a synthesis to be shared by the end of the morning
(the outcome targeted was a list of hot topics, statements, on conceptions on what
research should be, and possible research priorities). The second period, to last the whole
afternoon, should have allowed the identification points of convergence and divergence
emerging from the morning brainstorming. The impact of this day of brainstorming was
expected to be the drafting of a new document and the organization of the discussion with
the Contractors General Assembly to be held in December 2005.
However, the discussion during the first session quickly acknowledged two difficulties:
(i) some members of the Core Group thought risky, if not impossible, to produce a unique
document to express the position of Kaleidoscope, (ii) the large variety of views and
understandings of the stake and the content of the document did require a less classical
approach than the one adopted. So, it has been decided on the spot to change the strategy
and move to the one proposed by Lone Dirckinck-Holmfeld. It was expected from this
4
Ryberg, T., & Dirckinck-Holmfeld, L. (2005). Challenges to Work and Education in the knowledge
society - studying power users of Information Communication Technology. Paper to the First International
Power Users of Information and Communication Technology Symposium, August 6 - 11th. 2005. San José,
Costa Rica.: Organiser: Educational Development Center.

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other approach, Future Workshop, based on ideas from Jungk and Müllert
5
, to “activate
all participants and provide the basis for a very creative and constructive process”.
Further more it establish ownership to
the process and the shared enterprise, as
well as it is a very effective method to
point out problem areas.
Then the brainstorming meeting has been
reorganised to meet this challenge and
use this approach, with two periods:
- the first period with individual
statements organised with (i) a
phase of critics, where each
participant is encouraged to present
critical statements to the initial
draft of the scientific statement; all
critics being put on a wall-paper, then (ii) based on the critics, a phase of evaluation
where each participant distribute 10 points in order to indicate, which are the more
important points from his/her perspective.
- the second period organised as a vision phase, during which some parallel groups
elaborate the visions.
4.2 Critics of the initial statement
4.2.1 Critic statements: general issues and their ranking
Ranking Critic statement
vote
ID
Starting point is a classification of existing research in KAL
0
2
There should be a clearly defined target group for the scientific statement
0
3
Focus on achievements of field as well as outstanding challenges
0
4
We need first to understand
-
what is there in context of scientific practice, fragmentation
and diversity
0
6
5
Jungk and Müllert (1984), “Fremtidsværksteder, Politisk Revy”
Following a picture from
the Jungk and Müllert book with
(translation by Ian Semey)

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-
and then analyse the levels and perspectives research
innovation practice and policies
The document only sees problems and no solutions
0
7
Missing challenges for the field & how we will address them
0
10
Don’t think in terms of opposition (or balance) between 2 poles: eg.
Humanism vs technologies (etc.) But think in term of more dialectical
relationships (more dynamic, more evolutive/evolving)
0
12
Vision document should correspond to a mission
0
16
Missing a path for how KAL can be a driving force
0
21
It is not clear what this document will be used for
0
22
Do not try to offer a meta-theoretical/methodology philosophical solutions
but target (maybe) such issues (as issues)
0
25
Concrete suggestion (challenges, agenda) missing
0
26
We should start describing the mission (what we want to do)
0
27
TEL is technology driven, how to cope with it
0
28
Be careful with the user of work “ecological” more broad sense society of
risks” and our responsibilities (sciences ins not more seen as positive) is
questioned by the society
0
33
Difficult to make sense of “missing vision”, who for?
0
37
Tension between individual and social is equated with cognitive and
social, is this what is meant
0
40
1 A historical perspective is needed to frame what is actually new
19
34
2
a) This document should provide:
- how we imagine the future of the field of education with TECH
- how we imagine the future of the research in our field
- how we see ourselves as an actor in this field
b) This document should be inclusive of the diversity of schools of thought
/existing and to come
17
8
3
It does not show enough the added value of the academic community vs
what other bring to the field
16
24
4
The paper should not define an epistemological / theoretical position of its
own (but reflect/manage existing diversity)
15
15
5
Vision = current challenges and already done work in addition to some
future vision – share research outcomes is a current challenge
10
20
6
The paper should be a visionary research program/agenda.-
conceptualising what we know
- KAL as a driving force in the development of ICT in the learning society
- Identify a EU approach
9
1
7
Producing new ideas and testing them should be at the center (innovation
and innovation research methodologies)
8
31
8 The paper does not have visions for the future
7
5
9
Recognise explicitly the merits of diversity of the field, in terms of
paradigms, perspectives on a scientific ground. Make how this discourse
differ from a policy, pragmatic discourse
6
14
10 Too abstract and to focussed on precise questions
6
19
11
Does not take the context real world into consideration in its approach to
learning
6
39
12 Too focused on knowledge and not on attitudes, emotions and learning
5
18
13 Does not provide research questions for researchers
5
29
14 Computer modelling is not only implementation
5
30

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15
If this document addresses only the research community then we need
other docs addressing decision makers an practitioners
5
32
16 Does not show a European identity for research on TEL
4
11
17
In case the scientific statement targets the research community it should
better go to a TEL scenario approach which will provide same concrete
learning situations (environments the TEL research & technology issues
related to them
4
17
18 Too high level not enough concrete
4
36
19
The document takes and epistemological point of view (TEL design is
domain dependant” foe ex, which is shared by part of KAL but not by the
entire network I guess
3
9
20 The statement is not concrete enough too conceptual
3
13
21 Identity concrete issues an problems phenomena and research questions
2
35
22 Take account of space, kinaesthetic, affective and aesthetic components
2
38
23
Exploring various aspects of TEL and forcing us to confront issues and be
explicit about our understanding of key concepts such as learning,
knowledge, meaning use and the role of Technology
2
41
24
Put more interest n the concept of infrastructure (technologies as
produces of infrastructure in an ethological/ecological sense, because
these infra and their main operators/actors will shape the future
1
23
4.2.2 Critic statements on premises and foundations
Ranking Critic statement
vote
ID
Positioning: Premises, Foundations
1 A historical perspective is needed to frame what is
actually new
19
34
2 a) This document should provide:
- how we imagine the future of the field of education with
TECH
- how we imagine the future of the research in our field
- how we see ourselves as an actor in this field
b) This document should be inclusive of the diversity of
schools of thought /existing and to come
17
8
4 The paper should not define an epistemological /
theoretical position of its own (but reflect/manage
existing diversity)
15
15
7 Producing new ideas and testing them should be at the
center (innovation and innovation research
methodologies)
8
31
9 Recognise explicitly the merits of diversity of the field, in
terms of paradigms, perspectives on a scientific ground.
Make how this discourse differ from a policy, pragmatic
discourse
6
14
9 Does not take the context real world into consideration in
its approach to learning
6
39
10 Too focused on knowledge and not on attitudes,
emotions and learning
5
18
10 Does not provide research questions for researchers
5
29

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10 Computer modelling is not only implementation
5
30
11 In case the scientific statement targets the research
community it should better go to a TEL scenario
approach which will provide same concrete learning
situations (environments the TEL research & technology
issues related to them
4
17
12 The document takes and epistemological point of view
(TEL design is domain dependant” foe ex, which is
shared by part of KAL but not by the entire network I
guess
3
9
13 Identity concrete issues an problems phenomena and
research questions
2
35
13 Take account of space, kinaesthetic, affective and
aesthetic components
2
38
14 Put more interest n the concept of infrastructure
(technologies as produces of infrastructure in an
ethological/ecological sense, because these infra and
their main operators/actors will shape the future
1
23
4.2.3 Critic statements: nature, purpose and challenges
Ranking Critic statement
vote
ID
Nature & Purposes & Challenges
2 a) This document should provide:
- how we imagine the future of the field of education with
TECH
- how we imagine the future of the research in our field
- how we see ourselves as an actor in this field
b) This document should be inclusive of the diversity of
schools of thought /existing and to come
17
8
3 It does not show enough the added value of the
academic community vs what other bring to the field
16
24
5 Vision = current challenges and already done work in
addition to some future vision – share research
outcomes is a current challenge
10
20
6 The paper should be a visionary research
program/agenda.- conceptualising what we know
- KAL as a driving force in the development of ICT in the
learning society
- Identify a EU approach
9
1
8 The paper does not have visions for the future
7
5
9 Too abstract and to focussed on precise questions
6
19
10 If this document addresses only the research community
then we need other docs addressing decision makers an
practitioners
5
32
11 Does not show a European identity for research on TEL
4
11
11 Too high level not enough concrete
4
36
12 The statement is not concrete enough too conceptual
3
13

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13 Exploring various aspects of TEL and forcing us to
confront issues and be explicit about our understanding
of key concepts such as learning, knowledge, meaning
use and the role of Technology
2
41
4.3 Groups outcomes: proposal for future writing workshops
4.3.1 Group 1 (lead Lone Dirckinck-Homlfeld)
The strategy of this group has been to make a table of contents, based on the available
expertise. The outcome were then the following:
Chapter 1: Introduction
-
Set the stage / audience
;
Inspiring style
(
“Research student can get
inspiration”
);
Bringing diversity of the network
;
Collective commitment for
Kaleidoscope
-
Historical premises
Chapter 2: The Changing World
- Societies (learning economy, knowledge, participatory);
Multi-Cultural;
Language Diversity
;
Globalisation Issues
(
Growing Divides”); Learning
Outside School (Work / Play)
;
-
Shaping of Technology / Influence, Drive Technology
;
Emerging Technologies
Chapter 3: Implications of the Changing World in Terms of TEL
- What kind of Technology do we need to support New Pedagogies;
- Learning in the Changing World and how it is Integrated in Institutions
Chapter 4: Trends within Kaleidoscope
- What has been done within Kaleidoscope
Chapter 5: Changing the World (of Learning): Challenges for Research
- “Driving Force as Actions” Diversity of Learners; Interfaces;
- Harness Creativity; Technology Disappearing; Etc…
Chapter 6. Mechanisms to Make the Change Happen: Research Practice
- Context of Research: How do we Support Research? How to foster
reearch; Multidisciplinary Terms;
- Sub-Communities → Gradually Accumulate;
- Laboratories ↔Social Experiment (Diversity of Methodologies)
Chapter 7: Research Programme (including suggestions to the commission).
In order to effectively produce the document the group suggested to keep the editorial
team,
Nicolas Balacheff & Richard Noss, and to invite contributors on specific topics: Ana
Paiva & Ulrich Hoppe on “Interfaces & Disappearing Technology”, Chronis Kynigos on
“Context”, Barbara Wasson on “Reference to Societies”, Ton: de Jong on “Changing Skills”,
Lone Dirckinck Holmfeld on “Growing Divide, Learning Economy, Empowered Users”.

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4.3.2 Group 2 (lead Ulrich Hoppe)
The Group 2 suggested the following structure for a document:
1) Basic idea and orientation of Kaleidoscope: This should very much reflect what
the “founders” of Kaleidoscope thought, it could condensed parts of the initial
draft (possible editors: Nicolas Balacheff and Richard Noss; 1½ to 2 pages).
2) Historical premises: Embedment in pedagogical/epistemological thought of the
past including more recent trends but not excluding the real old stuff (possible
editor Sten Ludvigsen).
3) Current ICT trends relevant to education (see the list of Group 1).
4) Developments within Kaleidoscope: Example of activities results that indicate
future lines of research. (suggestions: Trails + ICALTS, MOSIL, TELMA, Game
environments)
5) Key issues for the future
This group suggested few other ideas:
- The idea of testbeds or pilot sites that would allow to study effects across the
curriculum and in different
institutional settings (possible start from a
contribution from Nicolas Balacheff)
- The development of description and modelling techniques for learning
processes/scenarios inspired and potentially supported by computational methods
(possible editor Ulrich Hoppe)
- Support integration and interoperability of computational models to learn with
(Editor Felisa Verdejo)
4.3.3 Group 3 (lead Lydia Montandon)
Academic oriented
- Looking at society? (professions, practices, digital literacy)
- ITC embedded everywhere → Life is different
- EU; Researcher; Language to be understood
Innovation Research:
- What is needed? What is important? Challenges.
Diagnostic
List of questions → (What is there → What is for the future) Too specific?
- Collaboration & cultural exchange & role of technology (Language
learning; Different interfaces)
- Issue of computer games → impact of technology (DIAGNOSTIC—
Brain; How does it changes way to communicate /learn?)
- How do we challenge current changes? (Not only positive, challenge not
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- Changes related to values → Yes → No
- Standardization
- Population diversity (EU identity—Contribute with something special
from Europe; Language – socio dimension – physical)
You now learn something different → different skills
How can we we follow innovation? &contribute to
How can design & innovation co-exist? → both social & technical
Agendas → what are the others agendas? (Administration—way to manage);
Researchers; School practitioners—working conditions professional association
stuff)
Articulate so it is understood by others
But even in KAL we have different research agendas
Open source as part of vision → market influence!
Say one thing: what is your vision of the future
- Harnessing creativity inventiveness of the youth today (not necessary in
learning situation)
- Allowing & encouraging & recognising Kids Building—Communicating
(learning by building)
- Make technology disappear, holograms that interact with people
(technology goal)
- Follow groups of people in long term perspective (growing up with tech) -
> vision for research methodology—Pedagogically-rich Technologies
- Make simultaneous things view (unlocking / unveining the knowledge
which is embedded / invisible in artefacts)
- Maniability of techonology for learning → learn in diverse ways
- Preparing people for skills that are needed – creative constructive
contextual → context rich /applicable
- What do we understand are the needed competences for a knowledge,
participatory, ambient (pervasiveness) → Society ?
- Changing attitudes –> Technology plays a role … → EG. In the way you
see the others
How do we see the future of research in TEL
- methodology (action research)
- structure (EG group of research teams → is this good?, →
multidisciplinary → multiorganisation
- Integration of methodologies
Diversity for a purpose
Wheel being reinvented → pressures because of technology
We cannot just accumulate knowledge
Gradually accumulate within a sub-community
Build on the shoulders
Validation (what is valid knowledge → criteria)

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Do we look at neuroscience & the way brain is impacted (biology)?
Collective commitment fo Kaleidoscope on this has not been discussed.
5. Version 1: proposal for a scientific statement
5.1 The text, version 1
Nicolas Balacheff & Richard Noss , July, 2005
Humanism versus technologism
There was, and perhaps still is, a strand of opinion – not to say research – that chooses to
focus on the most obvious dehumanizing elements of the computer. This recognition is
hardly contentious: the computer is, like other technologies before it, responsible for
deskilling, dehumanizing, for reducing aspects of human interaction to interaction with a
machine.
Critiques of this kind are right to draw attention to the roles to which computers are put
and the rationales for their existence, but they throw out the educational baby with the
sociological bath water. Recognising that digital (or any other) technology can never be
an independent agent of radical change for learning, misses the uniqueness of what the
computer has to offer. It ignores the dialectic between how cultures structure technology
and how technology can shape the culture which gave birth to it.
The vision of the computer that gives rise to this view is based on a cultural stereotype of
the computer as a lifelss 'thing' – like all stereotypes, it has, of course, an element of truth.
But it misses the (for some) surprising paradox that the technical achievement that has
been responsible for dehumanization is also the most likely candidate for catalysing
fundamental transformation of learning.
There is an opposite point of view which claims that the technology itself will bring
about fundamental change. Once again, there is an important kernel of truth: it is easy to
point to the emergence of critical technologies (printing, railways and so on) that are
responsible for wide-reaching change in societies: and it is certainly the case that
ubiquitous technology is a necessary condition for change. But this point of view misses
the crucial point: our interest focuses not on the potential of digital technologies, nor even
on the potential of such technologies for learning. It centres on the possibilities for

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learning about the world. The technologists and humanists make the same mistake, in
viewing the technology as a thing in itself, and worse, in accepting the cultural
stereotypes of what the technology is for—to calculate more quickly, write more easily,
access information more effortlessly. The resolution to this apparent dichotomy is to
locate knowledge at the centre of our concern.
5.1.1 The challenge: Knowledge not (so much) learning
Learning as an outcome as well as a process is at the core of any problématique of TEL.
A question about learners which is shared by all stakeholders is “do they learn?”. The
answer is straightforward: yes. Yes because, whatever the situation, the human being will
learn; human beings adapt themselves to the environment and its accompanying
technology or they ignore it. So too for learners. So the question needs reformulation: not
"do they learn?" but “what do they learn?”. This raises a much more difficult problem
since it implies that one knows how to specify the desired learning outcomes and to
demonstrate their presence as a result of the learning process (i.e. the actual use of the
environment).
If we consider the learning of mathematics or physics, the learning of literature or
surgery, the learning of chemistry or of philosophy, it is obvious—even from a
commonsense perspective—that these topics differ drastically when viewed from a
cognitive perspective or from an educational perspective. Understanding this disparity
helps us to appreciate that it is not learning which is central to our problématique, but the
learning of something.
Our research, our design, our innovation should not be “learner centred” but “learning x
centred”. In certain ideological or cultural contexts this may sound contradictory, as a
return to a content-centered approach, with the idea of a “knowledge” standing
immutably in isolation. In fact, there is no contradiction. Our approach is not based on an
ontological definition of knowledge but on a phenomenological definition which
considers knowledge as the emergent property of complex interaction between the learner
and her/his environment.
Understanding knowledge, its human and social nature, as well as its proper ecology, is a
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perspective. We need a pragmatic
6
characterization of knowledge in order to support our
efforts to understand and to stimulate better design and in-the-field implementation of
TEL.
5.1.2 The tension between individual and social
Research in TEL abounds with examples of technology influencing, mediating, shaping
how learning takes place – each of these descriptions hides the possibilities of different
paradigms, and different criteria for success. Nevertheless, there is little doubt that the
social dimension of computational design, implementation and use provides a critical
dimension along which to view the evolution of digital technologies. Although there
continue to be whole fields and sub-fields that ignore this dimension, the reality of
painstakingly slow change, the resistance of formal learning to embrace technologies, and
the explosion of interest in the social setting can now be taken for granted. There is no
doubt of its explanatory power, and few serious contenders for theoretical frameworks
that fail to acknowledge the importance of focusing on human interaction, even when the
focus of study is on the design of computational systems.
While the sociocultural turn of the last two decades in the social sciences has had an
important and far-reaching effect on research in TEL, it is equally important that we do
not lose sight of what the cognitive perspective still has to offer. We are interested in
learning x, and x exists between the ears of the learner, as much as in the culture of which
she plays a part. We cannot afford to lose sight of the individual while at the same time,
acknowledging how the individual's knowledge is shaped in interaction with others, and
how it is validated by her participation in the social situation. There is a dialectical
relationship between the technology and its situational embedding, a mutual shaping of
both that deserves consideration, and which is critical if design is to achieve the objective
of human learning.
There is no necessary conflict between the individual and social perspectives, provided
there is a clear demarcation of what each is designed to study. Considered from the point
6
Pragmatic is here used in Popperian sense, that is a characterization which is relevant to our
problématique although it will surely leave open most of the existing questions raised by this philosophical
concept—but still sufficiently coherent with what we know now from cognitive sciences and epistemology.

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of view of learning, computational technology-in-use mediates between teacher (however
instantiated) and learner, shaping and moulding what both can know. This is potentially a
two-way channel of communication with the computer, and our task is to study how this
channel operates and under what conditions to maximise its educational 'bandwidth'.
The price of failure to resolve this tension between social and cognitive is the failure of
the cumulativity of TEL research, a failure exemplified by the ebb and flow of theoretical
frameworks, the difficulty of theoretical application, and the struggle to match
methodological constraints to the problems under consideration.
Design and intentionality
TEL depends on the cognitive, situational and epistemological adequacy of
computational environments for human learning. Naming technological artefact in this
way, highlights our intention to make more visible the two interacting “micro” systems
(the technology and the human learner), the “mezzo” system (including complex
interactions between multiple learners, machines, and teachers) and the "macro" system
(concerned with corresponding issues at the institutional level). The key word in
computational environments for human learning is "for": these environments are a priori
dedicated to learning, necessitating a focus directly on person-machine interactions, or
indirectly, on persons' communications mediated by the machines.
This intentionality drives the design of TEL environments in two ways. At an epistemic
level it requires the characterisation of the point of learning, whether of an academic
nature (how to read) or of a more tacit nature (how to behave). At an educational level it
requires a characterisation of the conditions likely to permit the expected learning to be
achieved, thanks to the combination of the properties of the environment and the
properties of its use.
The educational or didactical intentionality which is encapsulated in the design of a
learning environment, may not be the object of an explicit implementation (like for
example in so-called tutoring systems), but can emerge from the properties of the system
which makes it relevant for a teaching-learning project (like for example in educational
microworlds). In fact, this ecological model, in which there exists initial and background
conditions and constraints gives us a far more realistic view of the possibilities of TEL

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than the perspective that seeks to draw determined 'outcomes' from a given set of inputs.
The ecological perspective allows us to think of meanings being created within a setting
alongside technology, rather than simply brought into it from outside. The implication is
that we do not have to characterise change agents as thwarted, stymied by habits and
routines. Instead, we can see actors in settings making sense of their roles from the
interplay of meanings brought to them from diverse practices.
Implementation
There is a problem of implementation of design. Even if technological constraints have
been aligned (choice of a programming language and of an OS, choice of the interfaces
and other hardware, etc.), or if the design has produced a well formalized specification,
there is still the difficulty of putting design into practice. For example, important
decisions of implementation are related to management of time and organization of
actions by algorithms, and then to their representation by programs in a given language.
This management implies the introduction of explicit order where more often than not
order is unanticipated or does not even matter – or may even run counter to the
knowledge to be learned.
The choice of a system of representation determines the kind of manipulations that can be
made available to the user. It implies that the feedback of the machine on the learner's
actions may differ from one environment to another, due to implementation choices
rather than to content characteristics. The idea of computational transmutation names the
process that leads to the specification and then the implementation of a model – we use
here the notion of transmutation proposed by Roman Jakobson, who named
transmutation “this motion of a text across other media”. In the same manner, TEL
introduces a transmutation of knowledge. A large part of this process deals with the need
to align the requirements of symbolic representation and computation, and the related
transformation of knowledge that occurs when it is 'implemented' as technology.
On one level, we might react to this problem as mere (although complex) technological
limitations, to which the solution may be to suggest alternative specifications or
implementations to eliminate them. But this misses the fact that other choices would give
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inevitable result of the computer's presence. Any representation has effects, it reshapes
the knowledge and the way it is learned. The challenge for TEL research is to express
precisely what these effects are and what might be their consequences. Instead of
searching for an impossible epistemological fidelity, trying to avoid bias between
representations and what they intend to represent, the way forward is to delineate the
epistemological domain of validity of the chosen model or representation.
This is a crucial point that provides a central pillar for our research perspective. Our
challenge is to take account of new knowledge in two senses: first, in the sense above, to
understand how knowledge is transformed (or mutated) in implementation. Second, to
study and account for new knowledge that is required by post-industrial societies,
knowledge that is inevitably and increasingly computationally-represented, including, for
example, an understanding of the influences of new media and the difficulty of filtering
information to create knowledge and understanding.
Thus a foundational postulate of our research domain is that TEL design is domain
dependent because knowing is representation dependent. We are about to recognize that
knowledge, as well as learning, is a constraint on the design of TEL environment.
Use
Even posing the question "What happens when technology is put to use?", is to risk the
implication of an ontological essence of technological artefacts that exists independently
of the human use to which it is put. It focuses our attention on a crucial issue, namely
what happens to the user as she uses the technology, how her activity is shaped in
interaction with the technology.
This perspective leaves out an important reciprocity. When computational tools become
an integral part of a learning environment, the knowledge modeled by the system and the
students’ conceptions of that knowledge will both change in the process. The tool shapes
what the person can do, what she can think, what she can know, what becomes possible
and what becomes impossible. In the opposite direction, the tool is shaped by the person:
physically (or virtually) by adapting it, moulding it for evolving purposes; or
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There is a paradox here. Our intention is to design systems that are genuinely expressive,
not merely tools that achieve a particular goal. And yet, the more open and malleable the
technology, the more likely it is that the learner will reshape the tool in use, possibly in
directions unanticipated by (or antithetical to) the designer. On the other hand, while
systems focused on narrow knowledge domains minimize this risk, they tend not to
enable radical transformation of the learning process.
Methodology & instrumentation
There is an historical difficulty for research on TEL to identify terms and frameworks
that we can share, for expressing the differences and commonalities of approach at a
conceptual and methodological level. As a consequence, there arises a considerable
problem in sharing results or specific outcomes beyond general statements or claims.
This is exacerbated at the level of the technology we produce (and often re-produce). A
significant difficult is the scant information usually available on the actual context of
experimental work, both because sufficiently thick descriptions are often incompatible
with conventional publishing constraints, or because there are no agreed criteria for
reporting data of this kind.
Two crucial questions, which actually determine the viability of research in TEL, must be
mentioned here:
How to describe properly the context in which we observe TEL, the
corresponding setting either "natural" or "experimental", the context in which we
carry out controlled experiments?
Is it possible to establish a kind of international standard, or record of best
practices, or recommendations, and in which forms?
The answers, even partial answers, to these questions would make interesting PhD. The
result will be to facilitate the sharing of results and their framework and foundation. An
accompanying measure should be the development of a systematic policy for a research
instrumentation, implementing testbed infrastructure. The added value of testbeds is to
construct a relevant context to systematize the way we describe, inform, and comment
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pay in order to make sense of the research outcomes we would like to share, and of the
technology itself.
The idea of research instrumentation in TEL must be given a clear priority. It includes the
systematization of data description and sharing, replication of research by different
teams, sharing at a technological level (something like object-web at a domain level). It
also includes an exploration of what is the meaning of "result" in our domain and the way
we can archive and document them.
Conclusion
We return here to the specific question of knowledge, what computational environments
are for. The key challenge is to study the problem from multiple viewpoints, and to do so
from a perspective that prioritises the development of understanding the knowledge
mutations that arise from the computational presence. In particular, we need to study:
- what are the changes in the range of phenomena that can be addressed?
- how do specific computational implementations mediate this range?
- what are the new possibilities for engagement with knowledge?
- what are the problems of instrumental genesis?
- what new patterns of learning styles and diversity emerge?
5.2 The feedback
5.2.1. Liam Bannon, Annette Aboulafia
This is a provocative “vision” document that attempts to put forward a distinct
perspective on how to think about the relation between human activities, specifically our
understanding of “learning” activities, and the role of technology in “supporting” this set
of activities. Here are some initial brief comments, divided into a Policy section, a
Substantial Issues section, and a Minor Issues section.
Policy Issues re. such a Vision statement
While welcoming the opportunity to open a debate on the nature of learning and
“knowledge” as described in the document, we would question the belief that we can
have a single coherent VISION for the whole Kaleidoscope network. This is because the

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network is made up of a very large and heterogeneous collection of researchers, many
with quite distinct views on conceptual frameworks and the appropriate research methods
to investigate “technology-enhanced learning” (TEL). While we agree that it is useful to
have a debate within KAL on these fundamental issues, we are not sure that it is
necessarily of value to attempt to produce an overall VISION for the whole project, and
indeed, feel that this may just create additional problems within the network, especially if
the VISION document is going to be used in policy discussions about the future of the
network. Thus, we would rather argue for a rather brief Mission statement for the
network, if such is required for policy/political reasons, that states things in rather general
terms, and have a more substantive debate about the issues within the different internal
network forums.
Substantive Issues
This document is difficult to make sense of – in the sense of ‘what is the key message’ it
is trying to get across. It deals with quite a few different and diverse issues, which is
necessary, but at the same time these various issues do not seem to provide a consistent
‘point of view’ throughout the document - which I think is what is originally intended by
the authors - concerning the idea of ‘knowledge of something’. On the other hand we
think it is almost impossible or at least rather difficult to provide such a coherent ‘point of
view’ across so many different research and practice communities, including different
scientific disciplines.
The attempt to shift the focus ‘from learning to knowledge’ is a bit difficult to make
sense of from a historical research point of view - at least within scientific
learning/teaching traditions in several countries. It is not necessarily our experience that
researchers do not take the ‘what’ of learning into account (as this would be rather
senseless). Focusing on learning deals with the ‘how’ of the ‘what’ to learn. The ‘what’
to learn (as well as ‘why) is rather a political decision (usually written in school
curricula), than a scientific one.
Concepts like knowledge, new knowledge, knowing, meaning, intentionality,
representation are introduced without any clear definition or reference to published
sources. Given that part of the purpose of this document is to engage in serious

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intellectual debate, then these fundamental concepts should be defined, and their
relationship specified. (e.g. the concept of knowledge in the document refers to
‘something out there’ (a rather passive concept of ‘information’), but also to something a
human being processes. Also, how does knowledge, as used here, relate to the conept of
meaning? There are quite a few ‘postulates’ that are not ‘justified’ in the sense of
reference to the literature, which makes it difficult to know where the authors are coming
from in places.)
Section ‘The tension between individual and social’: The dictonomy or tension between
the individual and the social seems to be equated to the distinction between the cognitive
and the social. This needs a bit more explanation or justification.
Section ‘Design and intentionality’: This section is difficult to understand. Also it seem
unrelated to the rest of the document – using concepts such as meaning, intentionality,
ecological model, change agents)
Section ‘Implementation’: …. “ a fundamental postulate of our research domain is that
TEL design is domain-dependent because knowing is representation-dependent”. The
first sentence is obvious, but the idea that this is ‘because knowing is representation
dependent” needs justification/reference.
Section‘Use’: We agree strongly that use is an important issue ( Cf. Bannon & Bodker
(1991) Beyond the Interface: Encountering Artefacts in Use (In J.M.Carroll (ed.)
Designing Interaction (Cambridge: Cmabridge University Press), also M. Robinson
(1993) Unanticipated Use… in Proc. ECSCW’93, Milano Italy). However, the proposed
paradox between ‘expressive’ and ‘goal-oriented’ tool, may not be a paradox. The choice
between the two is (or should be) dependent on the ‘zone of prozimal development’ of
the user and the content (the ‘what’ to learn).
Section ‘Methodology & instrumentation’: to establish best practices or
recommendations might be possible within the same research question or research object.
But we should not forget that it is the research question(s) that determines the
method/methodology. The method must be appropriate to the research question. In terms
of the first question you raise re viability of research in TEL, , it would seem that the
work of Mike Cole and colleagues at the LCHC at UCSD, and others over the past 25
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empirical studies that go beyond traditional experimental settings.
Minor Issues
The Introductory section on views on “humanism versus technologism” (sic) opens up a
large topic concerning technological and social determinism which, while interesting in
its own right, may not be a topic which one wants to “open up” at the very start of a
position papers about learning and technology. We agree that there is a need to relate the
issues to a general philosophical perspective on the nature of tools and media, and the
evolution of society, but are not sure of its placement in this text.
Conclusion
We believe that this draft document does raise a number of interesting topics for
discussion within KAL, so thanks for the provocation! The proposed shift from speaking
of learning, as a process (“How”), to that of knowledge, as a product (“what”) raises very
large questions, in our view for the whole framing of TEL research.
We question if any document of this form, even if revised, can achieve a VISION of TEL
that all members of the NoE could accept. Rather, we would suggest that the document is
kept as an internal discussion point within the network, which can give rise to substantive
debate and critique in workshops and other fora within the network, serving as a “probe”
- exploring various aspects of TEL, and forcing us to confront issues, and be explicit
about our understanding of key concepts such as learning, knowledge, meaning, use, and
the role of technology.
5.2.2 Rosella Magli
Critical issues to be addressed by future research on TEL
- Research on TEL still largely self-referential, responding to academic
priorities rather than social ones, either disembodied from real contexts or
mostly limited to easily “operationable” ones (one’s own university
course, students, staff, etc.). Failing to understand/take into account the
complexity of institutional and social contexts.
- Too “scientific” and not enough “political” (i.e., disconnected from the

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political debate and even worse, sometimes substituting it), whereas
education is first a political issue (what model of society “we” want to
build, which values we want to convey, what role education should have:
maintaining the status quo vs. encouraging evolving societies, reproducing
vs. questioning the dominant economic paradigm / the dominant
knowledge paradigm, etc. what social model it should conveys, who’s
responsible to decide priorities, etc.). Also, disconnected from, or
otherwise substituting, the reflection on more global educational and
social policies (inclusion, cultural, etc.).
- Based on an abstract model of users, assuming human beings are
essentially rational, goal-oriented, aware, un-affective and context-
independent.
- Too short term, failing to address issues of societal change and innovation
that require much longer time spans to take place (and consequently be
analyzed). This depending on the funding models.
- Mostly focusing on “explicit” knowledge and failing to address the issue
of “implicit” knowledge (conveyed through the process, the settings, the
roles, the implicit norms required to be “part of the community” and to be
“successful” in this community etc.).
- Focusing mostly on mental processes and failing to take into account
space, kinesthetic, affective and esthetic components also affecting human
development (and mental processes!).
- Evolving slowly from “computing” paradigm, and shy in proposing
“expression” paradigms.
5.2.3 Antonio Rizzo on Friday 12th, August 2005 (08:00)
In a joint effort the role of the Vision is to provide the well-shared understanding of what
we (all together) would like the world to be if we succeed in our effort. It plays the role of
the common horizon we face moving along our way in individual or common steps.
For an effort like Kaleidoscope, it is my intuition, that the Vision should not concern the
nature of the learning activities (process and outcome), since it will never be shared by all

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the people joining the effort, but, may be, should concern the way in which we can build,
establish, a continuous and evolving analysis, reflection and proposals on learning
activities from political level, down to everyday practices passing through enabling
technologies and social contexts.
The Vision is something we all want and for which we are ready to work for (as soon as
the mission is stated), and that should be accomplished within (at least partially) within
the time frame of the mission. I do not see the Kaleidoscope vision as something that
respect these basic features of what is named Vision in project management.
5.2.4 Lone Dirckinck-Holmfeld
“The vision of the computer that gives rise to this view is based on a cultural
stereotype of the computer as a lifeless 'thing'–like all stereotypes, it has, of
course, an element of truth. But it misses the (for some) surprising paradox that
the technical achievement that has been responsible for dehumanization is also the
most likely candidate for catalysing fundamental transformation of learning.”
Ok to start presenting different approaches–and elaborate on the social constructivist
position
“There is an opposite point of view which claims that the technology itself will
bring about fundamental change.”
It is questionable if it’s the technology in it-self which bring about fundamental change
cp. the social constructivist approach
“to point to the emergence of critical technologies (printing, railways and so on)
that are responsible for wide-reaching change in societies: and it is certainly the
case that ubiquitous technology is a necessary condition for change.”
why suddenly ubiquitous
“our interest focuses not on the potential of digital technologies, nor even on the
potential of such technologies for learning. It centres on the possibilities for
learning about the world.”
I don’t agree—I find it very important for Kaleidoscope also to study and understand how
the technology is social constructed (cp. the SKOTtradition)—especially, because we as
designers are direct involved in this construction process.

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And in my view, the technology as mediating our activities, will certainly also influence
the possibilities for learning about the world
“quickly, write more easily, access information more effortlessly. The resolution
to this apparent dichotomy is to locate knowledge at the centre of our concern.”
Another argument could be that learning should be in the center – compare the whole
discussion on learning economy vs. knowledge society.
Knowledge not (so much) learning
And learning—there is missing a chapter on societal changes and the need for learning,
innovation and change.
This shift in focus seems strange for me—especially if talk about “Technology enhanced
learning”?
“Our research, our design, our innovation should not be “learner centred” but
“learning x centred”. In certain ideological or cultural contexts this may sound
contradictory, as a return to a content-centered approach, with the idea of a
“knowledge” standing immutably in isolation. In fact, there is no contradiction.
Our approach is not based on an ontological definition of knowledge but on a
phenomenological definition which considers knowledge as the emergent
property of complex interaction between the learner and her/his environment.”
Maybe better to present different approaches / views.
What about different concepts of knowledge: episteme, techne, and phronesis? What kind
of knowledge are you talking about?
“in learning x, and x exists between the ears of the learner, as much as in the
culture of which she plays a part. We cannot afford to lose sight of the individual
while at the same time, acknowledging how the individual's knowledge is shaped
in interaction with others, and how it is validated by her participation in the social
situation.”
Individual learner, communities of practice, social structure—different levels of analysis
“potentially a two-way channel of communication with the computer, and our task
is to study how this channel operates and under what conditions to maximise its
educational 'bandwidth'.”
Avoid using channel—the computer is far more complex

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“of the cumulativity of TEL research, a failure exemplified by the ebb and flow of
theoretical frameworks, the difficulty of theoretical application, and”
There is both a cumulative aspect—however also different “voices”—the knowledge and
learning area is not unified! The knowledge who counts for one group of students may be
irrelevant for another group of students—also from a phenomenological perspective
“computational”
Why reduce to computational?
“There is a problem of implementation of design.”
Maybe implementation should be viewed as complex sociotechnical – and therefore also
draw on multiple theoretical approaches: social, computational, semiotics/
communication…
“how knowledge is transformed”
And learning
“to study and account for new knowledge that is required by post-industrial
societies, knowledge that is inevitably and increasingly computationally-
represented, including, for example, an understanding of the influences of new
media and the difficulty of filtering information to create knowledge and
understanding.”
May be this area should have a certain paragraph – need for new skills and
competencies?
“TEL design is domain dependent because knowing is representation dependent.”
take care not to be too restricted—and remember your own point of departure in a
phenomenological and situated position.
Methodology & instrumentation
Theoretical approach? Interdisciplinary or transdisciplinary? Technological and
sociological or transdisciplinary?
“- How to describe properly the context in which we observe TEL, the
corresponding setting either "natural" or "experimental", the context in which we
carry out controlled experiments?”
“- Is it possible to establish a kind of international standard, or record of best
practices, or recommendations, and in which forms?”

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Yes, that’s a good idea.
5.2.5 Chronis Kynigos
This is after having read and appreciated the comments from Liam, Rosella, Anette and
Antonio.
It seems to me that vision (about research), policy and mission are three very different
things which can be addressed distinctly in the text. Policy, for instance, addresses the
issue of ‘what we want to do (or to be done with) the outcomes of TEL research’, i.e.
how we envisage that they can be used by politicians and by the education systems. Also,
whether we as TEL community are interested in influencing how the results will be used
and the ways in which we are proposing to do this (i.e. are we going to try to create and
established institutionalized mechanisms to liaise with the system).
Second point is that I think there should be a meta-section about the titles of the sections.
For instance, what is meant by ‘versus’? Are the terms on the sides of versus opposite or
are they the two ends? Are they the ends of a continuum (i.e. our vision is to strive from
one to the other) or are they the sides of a highway in which TEL is moving in zig-zag
fashion? What is the implication that the main notions delineating TEL research are these
and not others?
Also I agree with Rosella about the time issue and want to add that of research time-
scale. Why should a piece of research be 1-3 yrs long? In what kind of time-frames can
we hope to gain more research knowledge? What are the tensions between applied
research and systemic – social issues (e.g. what happens to the individuals – students –
engaging in longitudinal research which shows no recognizable learning gains).
5.2.6 Giorgio Olimpo
A shared vision document.
I agree with other comments about the difficulty to build a shared vision document.
Kaleidoscope is a very large community of researchers on TEL with a variety of different
visions, conceptions, approaches, research themes, interests… which must live together
under the same roof. In my view the vision document should rather be a meta-vision
document providing a broad identification of the field together with strategies for cross

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fertilization of different visions and overall growth of this research area. These strategies
may also include to give priority within the network to specific lines of research (such as
the ones described in section “Methodology and Instrumentation” of the draft document).
Relationship between TEL and education In a vision document the rapport between TEL
and education (or educational research) should be clarified. While the focus of TEL may
be on learning x with technology, education includes items like values, choice of
contents, promoting a harmonious growth of humans by balancing cognitive, relational,
emotional, expressive, …skills (see Rossella comments). It is perfectly all right for TEL
researchers to focus on specific learning “phenomena”or specific learning environments.
However I think that research on TEL should have a lot of focus on building bridges
between TEL and non technological (so far) educational research. Just as an example,
questions like “what contents for scientific education and whom for” may have strong
relationship with TEL for a variety of reasons:
- TEL can make suited to education contents otherwise difficult to address
and to manage with a specific group of learners
- TEL may help finding new approaches to the problem of the increasing
size of scientific knowledge which should be part of the culture of
individuals
- through TEL a strong connection may be established between the methods
of science (a very important content of scientific education) and the
methods of learning science……
The social demand for learning The document provides a vision of TEL as a field
structured around three focal points (technology, human learning, knowledge). In this
field new “phenomena” take place that require to be explored and modeled. In this frame
the social dimension exists as one aspect of the learning process which must be properly
balanced with the other aspect - the individual dimension.
Another aspect of the social dimension is worth being explicitly considered in the vision
document. There is a social demand for learning, there are emerging features of our
society (such as acceleration and globalization) which impose requirements and
constraints on the learning processes and which are at the same time opportunities for
TEL. At the same time, the opportunities offered by TEL contribute to generate new

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social situations and phenomena. My proposal is to think of TEL as organized around
four focal points: technology, human learning, knowledge and society. This means that
the research on TEL should include also the study of the relationship between society and
technology. A particular aspect of this relationship refer to the institutional and cultural
context of the learning processes.