Mobile Learning: From single project status into the
mainstream?
Dr. Olaf Zawacki-Richter [
[email protected]] (corresponding author)
Professor of Educational Technology,
Fern Universität in Hagen (Germany)
Adjunct Associate Professor,
University of Maryland University College (USA)
Dr. Tom Brown [
[email protected]]
Principal and General Manager,
Midrand Graduate Institute (South Africa)
Dr. Rhena Delport [
[email protected]]
Associate Professor,
University of Pretoria,
Faculty of Health Sciences (South Africa)
Abstract
During recent years, many distance teaching as well as residential institutions have started
to experiment with mobile learning through pilot projects as part of their e-learning and
technology enhanced learning environments. The practical experience gained with the
employment of strategies and approaches within distance education can assist with the
conceptualisation of mobile learning as well as the development of applications for this new
learning medium. Information and communication technologies (ICTs) – especially mobile
devices – open up new paths for learning support and opportunities to reach a wider
audience for (higher) education. However, will mobile learning bring about a paradigm shift
in distance education? Or is it perhaps a new generation of distance education? Does it
afford new opportunities for teaching and learning in terms of access and flexibility? This
paper reports on an international survey that was conducted amongst distance educators in
order to explore these questions.
Keywords
Mobile learning, mobile devices, education innovation, generations of distance education
List of topics
1 Introduction: From print to wireless.
1.1 The emerging concept of mobile learning.
1.2 Mobile learning in the context of distance education.
1.3 Mobile learning: the next generation?.
2 Survey on mobile learning.
2.1 Who responded?.
2.2 Mobile learning experience.
2.3 Development and growth of mobile learning.
2.4 Impact of mobile technologies on teaching and learning.
2.5 Mobile learning applications and mobile learning activities.
2.6 Mobile learning and access to (higher) education.
2.7 Future development of mobile learning.
3 Discussion and further perspectives.
3.1 Integration into the mainstream?.
3.2 A new generation of distance education?.
3.3 An educational paradigm shift?.
3.4 Future development of mobile learning.
1 Introduction: From print to wireless
Mobile learning is in many ways a new phenomenon and its theoretical, pedagogical,
organizational and technical structure is currently still developing (Brown, 2004). Many
distance teaching as well as residential institutions have already started to experiment with
mobile learning through pilot projects as part of their e-learning and information and
communication technology (ICT) enhanced learning environments (cf. Kukulska-Hulme &
Traxler, 2005). Because of the similarities between distance education, online and mobile
learning, the established field of distance education can assist with the conceptualisation of
mobile learning as well as the development of applications for this new learning medium.
Distance education can reviewover 150 years of experience with media-based instruction
(Gladieux & Swail, 1999): "Today's virtual instruction has its roots in correspondence
schools" (p. 9). Distance teaching institutions are therefore at a clear advantage in the
development and application of new ICTs for teaching and learning. However, it can be
observed that many speakers at conferences or vendors of cutting-edge technologies often
neglect the link between new ICT tools or devices and the lessons learnt in distance
education, which have to be considered in order to avoid mistakes from the past.
The experience of distance education shows that learning support for students is of decisive
importance for successful distance study (Brindley & Paul, 1996; Zawacki-Richter, 2004).
Student support systems in various forms have existed in traditional distance education for
decades. ICTs – especially mobile devices – open up new paths for learning support and
opportunities to reach a wider audience for (higher) education.
In the light of the above pattern of thought, does the emergence of mobile learning imply a
new generation in distance education or even an educational paradigm shift? Does it afford
new opportunities for teaching and learning in terms of access and flexibility? The aim of this
paper is to explore mobile learning as a new field of pedagogical activity.
1.1 The emerging concept of mobile learning
Landline telephones and wired computers are beginning to be replaced by wireless
technologies. Desmond Keegan emphasized in his keynote address at the World
Conference on Mobile Learning 2005 in Cape Town that "The future is wireless. […] Never
in the history of the use of technology in education has there been a technology that was as
available to citizens as mobile telephony. The statistics are stunning: Ericsson and Nokia tell
us there are 1.5 billion of them in the world today for a world population of just over 6 billion.
Nokia forecasts further sales of 700 million in 2005. In China alone there are 358 million
mobile subscriptions and these are reported to grow by 160.000 a day" (p. 3). Seventy-
seven percent of the world's population is within reach of a mobile phone network (Kukulska-
Hulme & Traxler, 2005).
Educators started experimenting with wireless and mobile technologies from the turn of the
millennium and the concept of mobile learning began to emerge. There is currently globally
a rapid rate of development and application of wireless and mobile technologies in
contemporary learning environments and learning paradigms. Apart from mobile phones,
other wireless and mobile computational devices such as laptops, palmtops, PDAs (Personal
Digital Assistants) and tablets also rapidly entered the market – some devices, of course,
have exhibited more success than others for particular markets. Kukulska-Hulme & Traxler
(2005) provide a dozen detailed case studies that report on the experiences of pioneer
educators who have experimented with mobile technologies in universities and colleges and
in commercial training. They explore user experience with mobile devices, accessibility,
pedagogical and institutional change, and current technology. With regard to the potential of
mobile learning in developing countries, Brown (2004) argues that Africa is leapfrogging from
an unwired, (almost) non-existent e-learning infrastructure, to a wireless e-learning
infrastructure. There are already many mobile learning activities and projects in Africa – from
the use of PDAs in assessment strategies (e.g. the clinical assessment of medical students)
and PDAs in wireless learning environments (e.g. engineering students for collaboration and
coursework) to the use of the most basic mobile texting functionality (SMS) for learning
support (Brown, 2006). Given the lack of technical infrastructure for e-learning in developing
countries, there is a huge demand for mobile learning. Brown reports on a pilot project in a
teacher training programme that was launched already in 2002 with 1,725 students of the
University of Pretoria in South Africa (Brown, 2004). The profile of these students was as
follows:
• 100 % full-time employees (teaching),
• 83,8 % between the ages of 31 and 50,
• 66,4 % female,
• 97,3 % non-white,
• 0,4 % with access to e-mail, and
• 99,4 % with a mobile phone.
The majority of these students lived in deep rural areas with little or no landline telecom and
internet infrastructure. This example shows that two-way academic and administrative
support via mobile devices was the only way to reach this remote student population.
Over the past decade we have become familiar with the term 'e-learning' and now the
concept of 'mobile learning' is emerging. What then, is the relation between the two notions?
The all-inclusive umbrella term for media-based learning and teaching is distance education
or distance learning, which is characterized by "the quasi-permanent separation of teacher
and learner throughout the length of the learning process" (Keegan, 1986, p. 49). The
central concern of distance teaching pedagogy is to bridge the distance: "Because the
distance to students was regarded as a deficit, and proximity as desirable and necessary,
the first pedagogic approaches specific to distance education aimed immediately at finding
ways by which the spatial distance could be bridged, reduced or even eliminated" (Peters,
2001, p. 18).
E- and mobile learning provide enormous opportunities for closing the gap between learners
and teachers or the teaching institution, to overcome the misconception of distance learning
as an isolated form of learning.
Mobile learning can be viewed as a subset of e-learning. E-learning is the macro concept
that includes online and mobile learning environments. In this regard the following simple
definition by Quin (2000) is useful: "M-learning is e-learning through mobile computational
devices" (p. 1). Mobile learning devices are defined as handheld devices and can take the
form of personal digital assistants, mobile phones, smartphones, audio players (such as the
Apple iPod), video and multimedia players, handheld computers and even wearable devices.
They should be connected wirelessly, thus ensuring mobility and flexibility. They can be
stand-alone and possibly synchronized periodically, intermittently connected to a network, or
always connected.
1.2 Mobile learning in the context of distance education
To further explore opportunities that mobile learning affords, we have to build upon previous
generations of technological innovations, in order to benefit from the lessons learnt in
distance education. The term 'paradigm shift' in education refers to the changes in teaching
and learning as a consequence of the tremendous impact of technological advances (Peters,
2004): "A paradigm shift in education might mean that in education certain models or
patterns no longer exist, because new models and patterns which differ from the old ones in
a marked way have substituted them. This means that, very often, we are not dealing with a
transitory process in the field of education under investigation but with a sudden, if not with
an abrupt change" (p. 25).
Media are described by Garrison (1985) as a function of interaction and independence. He
identifies three milestones of technological innovations, namely print media (correspondence
generation), telecommunication technologies (telecommunications generation) and the
personal computer (computer generation). Other media that are not considered to have
significantly altered the delivery of distance education are so-called ancillary media, e.g.
radio and television broadcasts, audio or video cassettes. Such media are not capable of
providing two-way communication, which is widely accepted as a constituent element of
distance education (cf. Keegan, 1986). Garrison's generations are an established concept
that has been further developed with the emergence of new media, especially the Internet,
since the 1980s by other authors such as Nipper (1989), Taylor (2001) or Srivastava and
Reddy (2002). The term 'generation' has been criticized since it implies the end of one phase
and the beginning of another. However, an 'old' generation does not fade out, but
technological advancements build upon each other to open new channels of learner support
and two-way communication.
Access, flexibility and costs have been described by Daniel (1998) as major attributes of
distance education. Distance education is capable of offering access to education for high
numbers of students, independent of time and space, at low costs through economies of
scale (mass higher education)
1.3 Mobile learning: the next generation?
Soloway (2003) remarked that: "For the first time in ICT history, we have the right time, the
right place and the right idea to have a huge impact on education: handheld computing" (p.
2). The increased access to mobile technological devices, the availability of support systems
and the need for communication paved the way for learning to be available anytime,
everywhere.
Kukulska-Hulme and Traxler (2005) summarize the affordances of mobile technologies for
learning and teaching as follows: They "[…] open up new opportunities for independent
investigations, practical fieldwork, professional updating and on-the-spot access to
knowledge. They can also provide the mechanism for improved individual learner support
and guidance, and for more efficient course administration and management" (p. 26).
But do mobile technologies lead to a new quality of teaching and learning in terms of
interaction and independence, access, flexibility and costs so that it might be appropriate to
speak of a new generation of distance education or an 'educational paradigm shift' in the
sense of Peters (2004)?
2 Survey on mobile learning
In order to address this open question and to explore mobile learning as a new field of
pedagogical activity, the authors conducted an international survey amongst distance
educators. The questionnaire was distributed by Carl von Ossietzky University of Oldenburg
(Germany) in cooperation and the University of Pretoria – Department for Education
Innovation (South Africa). The following themes were investigated:
• mobile learning and teaching experience of distance educators,
• the development and growth of mobile learning,
• the impact of mobile technologies on teaching and learning,
• mobile learning applications and mobile learning activities,
• mobile learning and access to (higher) education, and
• the future development of mobile learning.
The survey was distributed via professional distance education networks like the European
Distance Learning and E-Learning Network (EDEN), the South African Institute for Distance
Education (SAIDE), and the Canadian Association for Distance Education (CADE). The data
was collected between November 2006 and February 2007.
2.1 Who responded?
The authors received 88 responses from 27 countries, the majority from South Africa,
Germany, Canada and Great Britain. The highest percentage of respondents (59.1%) were
from institutions that offer both face-to-face (contact-based) and distance learning
programmes (mixed-mode/hybrid). 10.2% came from traditional distance teaching
institutions and 9.1% from campus-based institutions (single-mode). Further 3.4% of
respondents came from purely online teaching institutions or virtual universities and 4.5%
from private training institutions or corporate universities. Other institutions such as
community colleges or e-learning service providers and vendors accounted for 12.5% of all
respondents.
The highest percentage of respondents (59,1%) were from institutions that offer both face-to-
face (contact-based) and distance learning programmes (mixed-mode/hybrid). Figure 1
depicts the distribution of respondents amongst defined higher education institution types.
The institutions that were referred to as 'other' included a community college, an e-learning
service provider, a telecom vendor and a research centre.
Is your organisation/institution…
a traditional distance teaching institution
10.2% 9
(single-mode)?
a purely online teaching institution or virtual
3.4% 3
university?
an institution offering both, face-to-face
(contact-based) and distance learning 59.1% 52
programmes (mixed-mode/hybrid)?
a traditional face-to-face or contact-based
9.1% 8
teaching institution (single-mode)?
a corporate university or training institution? 4.5% 4
other, please specify: 12.5% 11
Number of responses: 87
Figure 1. Frequency distribution of responses amongst institution types
Figure 2 represents findings on whether the respondents' institutions have plans for
developing course materials for use on mobile devices. Approximately 50% of the
participating institutions do not have such plans, while 37% of institutions have envisaged
developing course materials but have not as yet done so. 14% of respondents reported that
their institutions indeed have developed such materials for use on mobile devices. Of these
more than half reported that they had developed such materials for use on mobile devices in
a standard format for output on a variety of mobile and stationary devices.
Is your institution planning on or presently developing course materials for use on mobile devices?
No, there are no institutional plans for
developing course materials for use on mobile 48.8% 41
devices.
Yes there are institutional plans for developing
course materials for use on mobile devices, but 36.9% 31
there has been little done.
Yes our institution is now developing course
materials for use on mobile devices. These are 6% 5
developed specifically for mobile devices.
Yes our institution is now developing course
materials for use on mobile devices in a
8.3% 7
standard format for output on a variety of mobile
and stationary devices.
Number of responses: 84
Figure 2. Frequency distribution of responses concerning the development of mobile learning course materials
Of the nine traditional distance teaching institutions being represented in the survey 55%
reported having institutional plans for, or are presently developing course materials for use
on mobile devices. Respective percentages for the other institutions were 33%, 48% and
75% for the 3 purely online teaching institutions or virtual universities, 52 mixed-mode, and 8
traditional face-to-face or contact-based teaching institutions.
2.2 Mobile learning experience
Respondents were requested to report on the extent to which they are knowledgeable about
and have experience in mobile learning. These findings are represented in Figures 3 and 4.
Approximately 62% of respondents reported being personally involved or have read
publications on the subject, while approximately 71% reported being either actively involved,
or being informed on mobile learning projects in their own or other institutions.
Are you knowledgeable about mobile learning?
Yes, I am personally doing research on
25% 22
mobile learning.
Yes, but I am not personally doing research
21.6% 19
on mobile learning.
Yes, I am involved in mobile learning
10.2% 9
projects.
I have read a number of articles and papers
30.7% 27
on mobile learning.
No, but other persons in my institution are
5.7% 5
knowledgeable.
No, I have not heard about mobile learning. 6.8% 6
Number of responses: 88
Figure 3. Frequency distribution of responses with respect to being knowledgeable about mobile learning
Do you have experience in mobile learning?
Yes, I have personally been involved in
26.4% 23
mobile learning projects in my institution.
Yes, but the mobile learning project(s) are
13.8% 12
not within my own institution.
I know about mobile learning projects in my
31% 27
institution or elsewhere.
No, but other persons in my institution have
9.2% 8
been involved in mobile learning projects.
No, I have not had any exposure to mobile
19.5% 17
learning projects before.
Number of responses: 87
Figure 4. Frequency distribution of responses with respect to having experience in mobile learning
2.3 Development and growth of mobile learning
Of the 86 respondents who reported on the implementation of mobile learning within their
institution, 41% reported that it does not exist, while only about 5% reported mobile learning
to be either spread amongst several projects across the entire institution (2.3%) or integrated
as part of their institution's mainstream activities (2.3%). The remainder had instituted mobile
learning as pilot projects in one or two departments (44.2%) or had already implemented
mobile learning in various departments to a limited extent (10.5%).
Mobile learning at my organisation/institution is…
not-existent. 40.7% 35
limited to some pilot projects in one or two
44.2% 38
departments.
limited but already implemented in various
10.5% 9
departments.
spread amongst several projects across
2.3% 2
the entire institution.
integrated as part of our institution's
2.3% 2
mainstream activities.
Number of responses: 86
Figure 5. Frequency distribution of responses with respect to the implementation of mobile learning within the
organisation/institution
As was to be expected, non-existence or existence in some or other form of mobile learning
and being knowledgeable about mobile learning were significantly associated, as was the
case for non-existence or existence and having experience in mobile learning (respective
Chi-square, p-values: 22.7, p<0.0001 and 32.9, p<0.0001). A significant association was,
however, observed between non-existence or existence in some or other form of mobile
learning at an institution and the absence or presence of some or other form of institutional
support (Chi-square 9.9, p=0.002). This may imply that institutional support is essential for
the implementation of mobile learning. Figure 6 depicts a variety of possibilities within an
organisation/institution that offer support with the technical as well as pedagogical aspects of
setting up and running e-learning/mobile learning programmes.
Are there any units in your organisation/institution that offer support with the technical as well as pedagogical aspects of
setting up and running e-learning/mobile learning programmes?
No, there is no institutional support. 38.4% 33
Yes, a new unit at the organisation/institution
18.6% 16
has been created for this purpose.
Yes, an internal, coordinated institutional
14% 12
network has been created (decentralisation).
Yes, there are two or more central units that
9.3% 8
work together to help us in this matter.
Yes, there has been a merging of existing
units offering media services into a central 3.5% 3
academic support unit.
Yes, we outsource for this purpose. 1.2% 1
Yes, other. Please specify: 14% 12
Number of responses: 85
Figure 6. Frequency distribution of responses with respect to technical as well as pedagogical support within an
organisation/institution
Surprisingly, 36.4% of respondents stated that there is no support available from the
teaching institution to offer e-learning or mobile learning courses, although some
respondents mentioned that there are plans to set up a support unit in the near future.
Mobile learning was, however, expected by the majority of respondents (78.4%) to become
an integral part of mainstream higher education and training within three to five years (Figure
7).
When – do you believe – mobile learning will become an integral part of mainstream higher education and training?
In 1 years time. 9.1% 8
In 3 years time. 37.5% 33
In 5 years time. 40.9% 36
In 10 years time. 9.1% 8
Never. 3.4% 3
Number of responses: 88
Figure 7. Frequency distribution of responses with respect to expected duration of time during which mobile
learning will become an integral part of mainstream higher education and training
The findings depicted in Figure 8 suggest that online and distance teaching institutions are
spearheading the development of mobile learning. Sixty seven percent of online teaching
and 56% of distance teaching institutions plan on, or are presently developing learning
material for mobile devices, in contrast to only 24% of traditional contact-based teaching
institutions.
Figure 8. Institutions that plan on, or are presently developing learning material for mobile devices
2.4 Impact of mobile technologies on teaching and learning
Figures 9 and 10 depict reflections and expectations concerning changes in teaching and
learning practice as well as learning theories. Figure 13 reports on expectations concerning
new strategies and methodologies being facilitated by mobile learning. The main findings
are that 61% of respondents expected that teaching and learning strategies and
methodologies would adapt continuously due to new affordances that technology provides
(Figure 9) and 56% expected learning theories to remain the same in essence, but that new
learning paradigms and learning strategies would emerge because of technological
developments (Figure 10). The majority of respondents (77%) thought that mobile learning
would be very helpful in enhancing teaching and learning independent of time and space
(Figure 11).
My views about the latest trends and developments in teaching and learning are that…
technology changes should not have an
impact on our teaching and learning 0% 0
strategies and methodologies.
technology changes should have an impact
on our teaching and learning strategies and
25.3% 22
methodologies, but this is currently not the
case at present.
teaching and learning strategies and
methodologies adapt continuously due to 60.9% 53
new affordances that technology provides.
technology changes brings about radical
changes to our teaching and learning 13.8% 12
strategies and methodologies.
Number of responses: 87
Figure 9. Frequency distribution of responses with respect to views on trends in teaching and learning
Teaching and learning theories in 20 years time…
remain unchanged no matter what
0% 0
technological changes will come our way.
in essence remain the same, but will be
adapted somewhat and enriched due to 12.6% 11
affordances of future technologies.
in essence remain the same, but new
learning paradigms and learning strategies
56.3% 49
will emerge because of technological
developments.
change completely with new learning
theories replacing behaviourism and
28.7% 25
constructivism due to the radical impact of
future technologies.
Other, please specify: 2.3% 2
Number of responses: 87
Figure 10. Frequency distribution of responses with respect to anticipated learning theories in 20 years time
The attributes and opportunities that mobile technologies afford will…
have no impact on teaching and learning. 1.1% 1
be widely applied mainly for administrative
8% 7
services and/or assessment purposes.
be very helpful in enhancing teaching and
77% 67
learning independent of time and space.
completely change the way we teach and
11.5% 10
learn.
Other, please specify: 2.3% 2
Number of responses: 87
Figure 11. Frequency distribution of responses with respect to the expected impact of the attributes and opportunities that
mobile technologies afford
One respondent remarked that "mobile devices will make learning even more flexible and
spontaneous than 'traditional' e-learning". Most respondents (72%) believed in principle that
mobile learning would afford new opportunities for learner support and content development
and delivery (Figure 12).
Do you agree with the following statement? Mobile learning will facilitate new strategies and methodologies for learner support and
content development and delivery in distance education.
Yes, mobile learning affords new
opportunities for learner support and 72.4% 63
content development and delivery.
No, mobile learning will not lead to anything
entirely new. It's just another medium or
27.6% 24
channel for learner support and content
delivery among others.
Number of responses: 87
Figure 12. Frequency distribution of responses with respect to new strategies and methodologies being facilitated by mobile
learning
Strategies and methodologies that may be afforded by mobile technology were proposed by
respondents. These suggestions are grouped and categorized in the following table.
Table 1. Strategies and methodologies as proposed by respondents
Category #* Typical examples
Learning activities 19 (Inter)active learning, authentic learning, explorative learning, project orientated learning,
situated and informal learning, Qs and As.
Assessment 3 Security for testing andevaluation procedures, assessment to determine students' knowledge a
day or two before a lecture/discussion to determine which topics need more attention.
Resources 9 Generation of information, sharing resources, data sourcing, access to information, navigation,
m-library.
Interaction 6 More support for collaboration, more support for bottom-up content creation, enhanced social
support, consulting peers and experts.
Distance Educators will teach again instead of providing teaching material only.
Personalisation and 12 New strategies might emerge from better knowledge of learner behaviours and study patterns
individualisation with technology, which were never examined that closely before, just-in-time learning,
addressing learner styles or needs, keeping it simple, focus on small 'chunks' of learning, just-
in-time support/job aids.
* Number of times suggested by respondents
The relation between anticipated affordances of mobile learning and being knowledgeable
about and have experience in mobile learning was evaluated. A positive response on
whether mobile learning will facilitate new strategies and methodologies for learner support
and content development and delivery in distance education was reported by 88% of
individuals (15/17) who said that they were knowledgeable on mobile learning as they were
personally doing research on mobile learning, 61% of individuals (11/18) who reported "Yes,
but I am not personally doing research on mobile learning", 100% of individuals (7/7) who
reported "Yes, I am involved in mobile learning projects", 57% who had read a number of
articles and papers on mobile learning (13/23), 67% who reported "No, but other persons in
my institution are knowledgeable" (2/3), and 75% who reported "No, I have not heard about
mobile learning" (3/4). Concerning experience in mobile learning and a positive response on
whether mobile learning will facilitate new strategies and methodologies for learner support
and content development and delivery in distance education, the following percentages were
observed for the items tabled:
Table 2. Experience in mobile learning and anticipated affordances of mobile learning
Positive (n)
Experience in mobile learning…
response
Yes, I have personally been involved in mobile learning projects in my institution. 88 % 15/17
Yes, but the mobile learning project(s) are not within my own institution. 67 % 6/9
I know about mobile learning projects in my institution or elsewhere. 54 % 14/26
No, but other persons in my institution have been involved in mobile learning projects. 100 % 6/6
No, I have not had any exposure to mobile learning projects before. 69 % 9/13
From these findings it is thus concluded that the expectations concerning the affordances of
mobile learning are based on knowledge and experience of mobile learning.
2.5 Mobile learning applications and mobile learning activities
Respondents were requested to rate the importance of learning 'tools' for students on mobile
phones or smartphones (Table 2), the importance of learning activities which are appropriate
for mobile devices (Table 3) (with suggestions for additional learning activities), and the
importance of applications (software) on mobile devices (Table 4). Respondents were also
asked to rate the usefulness of mobile learning 'tools' for students on PDAs or smartphones
(Table 5).
Table 3. Rating of importance of learning 'tools' for students on mobile phones or
smartphones
Importance ratings
1 2 3 4 5
Text messaging (SMS) for communication and 27.9% 18.6% 25.6% 18.6% 9.3%
interaction. (Number of responses: 86) 24 16 22 16 8
Voice calls for communication and interaction. 12.6% 27.6% 29.9% 16.1% 13.8%
(Number of responses: 87) 11 24 26 14 12
Text messaging to e-mail and vice versa. 18.6% 27.9% 19.8% 20.9% 12.8%
(Number of responses: 86) 16 24 17 18 11
Sharing texts, notes and documents. 14% 17.4% 20.9% 22.1% 25.6%
(Number of responses: 86) 12 15 18 19 22
Being connected anywhere, anytime. 55.8% 12.8% 4.7% 8.1% 18.6%
(Number of responses: 86) 48 11 4 7 16
25.8% 20.9% 20.2% 17.2% 16%
Totals for rating columns
111 90 87 74 69
Rating from 1-5 where 1 is the most important
Total number of ratings: 431
Table 4. Rating of importance of learning activities which are appropriate for mobile devices
Importance ratings
1 2 3 4 5
Coursework (accessing and reading learning 10.6% 10.6% 22.4% 29.4% 27.1%
materials) (Number of responses: 85) 9 9 19 25 23
Assessment (quizzes, tests, questions-and- 17.6% 16.5% 23.5% 18.8% 23.5%
answers, etc) (Number of responses: 85) 15 14 20 16 20
Collaborative learning (interaction with tutor,
31.8% 22.4% 25.9% 10.6% 9.4%
discussion with other students, group work)
27 19 22 9 8
(Number of responses: 85)
Field work (location-based learning: gathering and
39.3% 19% 14.3% 14.3% 13.1%
sharing on the site information)
33 16 12 12 11
(Number of responses: 84)
Information retrieval (search in databases and 23.5% 21.2% 24.7% 20% 10.6%
encyclopaedias) (Number of responses: 85) 20 18 21 17 9
24.5% 17.9% 22.2% 18.6% 16.7%
Totals for rating columns
104 76 94 79 71
Rating from 1-5 where 1 is the most important
Total number of ratings: 424
The following additional learning activities and applications to be employed in mobile
learning might include as suggested by respondents: authentic explorative learning,
reflective diaries, Pre-programmed simulations and scenarios for onsite (field) applications,
sharing pictures and video, podcasting, tracing and tracking students locations, data
collection in applied settings for personal or group projects, daily new vocabulary, exam
reminders, mobile gaming and quizzes, location based services (e.g. http://semapedia.org)
andquick reference systems.
Table 5. Rating of importance of applications (software) on mobile devices
Importance ratings
1 2 3 4 5
Mobile Office (Word, Excel, Powerpoint, etc). 16.5% 31.8% 20% 10.6% 21.2%
(Number of responses: 85) 14 27 17 9 18
Diary and scheduling. 28.6% 20.8% 20.8% 22.1% 7.8%
(Number of responses: 77) 22 16 16 17 6
Audio and video applications. 22.6% 20.2% 21.4% 19% 16.7%
(Number of responses: 84) 19 17 18 16 14
4% 29.3% 17.3% 32% 17.3%
Imaging. (Number of responses: 75)
3 22 13 24 13
Additional accessories (notes, calculator, etc.). 14.1% 16.7% 26.9% 17.9% 24.4%
(Number of responses: 78) 11 13 21 14 19
Browser for internet connection/online data 37.6% 23.5% 10.6% 16.5% 11.8%
services. (Number of responses: 85) 32 20 9 14 10
20.9% 23.8% 19.4% 19.4% 16.5%
Totals for rating columns
101 115 94 94 80
Rating from 1-5 where 1 is the most important
Total number of ratings: 484
Table 6. Rating of usefulness of the mobile learning 'tool' that were perceived as being most
useful
Importance ratings
1 2 3 4 5
Sharing texts, notes and documents via bluetooth
15.9% 25.6% 22% 22% 14.6%
or wireless connections.
13 21 18 18 12
(Number of responses: 82)
Accessing class notes, schedules, documents,
23.2% 26.8% 25.6% 14.6% 9.8%
websites, etc via wireless connections.
19 22 21 12 8
(Number of responses: 82)
Using the scheduling and diary applications for
14.8% 29.6% 19.8% 16% 19.8%
organising their learning environments.
12 24 16 13 16
(Number of responses: 81)
Using mobile Office or the like applications for their
11% 19.5% 22% 25.6% 22%
normal learning activities.
9 16 18 21 18
(Number of responses: 82)
Being connected anywhere, anytime. 52.4% 9.8% 9.8% 7.3% 20.7%
(Number of responses: 82) 43 8 8 6 17
23.5% 22.2% 19.8% 17.1% 17.4%
Totals for rating columns
96 91 81 70 71
Rating from 1-5 where 1 is the most important
Total number of ratings: 409
2.6 Mobile learning and access to (higher) education
Reponses were elicited on expectations concerning the impact of mobile learning on access
to (higher) education. The findings are depicted in Figure 13. The general expectation
(54%) was that it would widen access to (higher) education, because of the proliferation of
mobile phones and wireless infrastructure – especially in developing countries.
The development of mobile learning will have the following impact on access to (higher) education:
It will exclude parts of the population who
20.7% 18
have no access to mobile devices.
It will not further increase access to (higher)
education, because of the high density of 21.8% 19
networked computers already available.
It will widen access to (higher) education,
because of the proliferation of mobile
54% 47
phones and wireless infrastructure –
especially in developing countries.
Other, please specify: 2.3% 2
Number of responses: 86
Figure 13. Frequency distribution of responses with respect to expected impact on access to (higher) education
Figure 14 provides information on the anticipated effect of mobile learning on the digital
divide. Sixty four percent of respondents suggested that the new digital technology
developments will have positive effects concerning access to and costs of wireless
technology. Several respondents emphasized that both statements are true to a certain
degree: "I believe they complement one another and proceed to stabilize degrees of
inequality we are already confronted with. If noticeable (mass), positive changes are to be
noticed the time frame in my opinion would be 20 years". Another respondent reminded us
that "The cost of technology will go down and access will increase, still, but there will remain
parts of the population without access. However, those who previously 'had not' may now
'have', but maybe their technologies will be a little bit older". Only one of 86 respondents did
not agree within any of the two statements and stated in a comment that mobile learning
would not affect the digital divide at all.
In my view, mobile learning will have the following impact on the digital divide:
It will bring about a widening of the digital
divide as less and less of the developing
world and poor communities will be able
to catch up with or afford new 23.3% 20
technologies. The percentages of 'haves'
versus 'have-nots' will continue to
increase.
New digital technology developments will
make it possible to bring the cost of
technology down. Developing countries
will leapfrog from little or no technological
infrastructure to the latest appropriate 64% 55
wireless infrastructures. The number of
available computational devices will
increase to such an extent that it will be
possible to close down the digital divide.
Other, please specify: 11.6% 10
Number of responses: 85
Figure 14. Frequency distribution of responses with respect to the effect of mobile learning on the digital divide
2.7 Future development of mobile learning
Mobile devices and applications are expected to be only one of many types of computing
devices used in future, as is evident from 72% of responses depicted in Figure 15 on the
significance of mobile devices in the future. Responses concerning the attributes of the ideal
mobile devices for learning are depicted in Figure 16.
Mobile devices and applications will in future be…
forgotten because desktops and laptops
2.3% 2
will remain the preferred devices.
only one of many types of computing
72.1% 62
devices used.
the preferred access and learning
19.8% 17
device for any type of learning.
extinct because of a combination
between integrated wearable devices 5.8% 5
and biotechnology developments.
Number of responses: 86
Figure 15. Frequency distribution of responses with respect to the significance of mobile devices in the future
The ideal mobile devices for learning will in future be…
small but still laptop sized devices
25.9% 22
because of its all-in-one device nature.
small handheld devices but larger than
35.3% 30
normal mobile phone.
very small handheld devices with a
similar or even smaller size than normal 12.9% 11
mobile phones.
several separate but integrated
wearable devices (e.g. pen, earring, 15.3% 13
glasses, button, etc).
a combination between integrated
10.6% 9
wearable devices and body implants.
Number of responses: 85
Figure 16. Frequency distribution of responses with respect to the attributes of mobile devices in future
The following table summarizes agreements on statements concerning the major
weaknesses of mobile devices that might hinder the distribution of mobile learning.
Table 7. Rating on statements concerning major weaknesses of mobile devices that might
hinder the distribution of mobile learning
Major weaknesses of mobile devices that might hinder the distribution of mobile learning: Do you agree with the following
statements (1 = strongly disagree; 5 = strongly agree)
1 2 3 4 5
1. Displays and screens are too small to present
11.8% 5.9% 20% 28.2% 34.1%
complex learning material.
10 5 17 24 29
(Number of responses: 85)
2. Screen size should not be important as mobile
devices should be used for communication and
14.3% 21.4% 16.7% 32.1% 15.5%
interaction purposes rather than for content
12 18 14 27 13
distribution.
(Number of responses: 84)
3. Costs of mobile network services will continue to
4.7% 18.8% 21.2% 36.5% 18.8%
decrease and should not play an important role.
4 16 18 31 16
(Number of responses: 85)
4. Technological advancements make it possible to
have sufficient memory for small images, audio 3.5% 4.7% 14.1% 42.4% 35.3%
and video clips. 3 4 12 36 30
(Number of responses: 85)
5. Device capabilities and mobile network
infrastructures are improving to provide sufficient 3.6% 9.6% 15.7% 41% 30.1%
data transmission capacity (e.g. 3G and HSDPA). 3 8 13 34 25
(Number of responses: 83)
6. Limited battery life of mobile devices is a
8.2% 21.2% 11.8% 29.4% 29.4%
problem for extensive use.
7 18 10 25 25
(Number of responses: 85)
7.7% 13.6% 16.6% 34.9% 27.2%
Totals for rating columns
39 69 84 177 138
Rating:1 = strongly disagree; 5 = strongly agree
Total number of ratings: 507
3 Discussion and further perspectives
3.1 Integration into the mainstream?
Currently the penetration of mobile learning is low, with only 14% of institutions represented
in this study reporting that their institutions indeed have developed course materials for use
on mobile devices. The majority of respondents (73%) are from traditional distance teaching
institutions, purely online teaching institutions/virtual universities or mixed-mode institutions
offering both distance education and face-to-face classes, since the questionnaire was
addressed to distance educators via distance education networks. This may have induced a
bias in the findings; nonetheless it may be inferred that the application of mobile learning is
even much lower in traditional, campus-based higher education and training institutions.
Notwithstanding the low penetration, 55% of distance teaching institutions and 48% of
mixed-mode teaching institutions plan on, or are presently developing learning material for
mobile devices. A high percentage of respondents (88%) reported being already personally
involved in mobile learning projects or to have read publications on the subject, while
approximately 71% reported either being actively involved or being informed on mobile
learning projects in their own or other institutions.
Furthermore, 64% of respondents suggested that wireless technology developments will
have positive effects on closing down the digital divide.
Therefore, it cannot be claimed that mobile learning is part of mainstream education and
training yet, but it has potential and there is a demand to move from pilot project status to the
mainstream. Organizational student and faculty support is of the utmost importance in order
to foster the education innovation process.
3.2 A new generation of distance education?
Properly designed mobile learning can be spontaneous, ubiquitous and pervasive. It affords
various opportunities for teaching and learning, especially interaction (two-way
communication), flexibility, and maximal access, even in contrast to 'traditional' e-learning.
Fifty four percent of respondents suggested that mobile learning will widen access to
(higher) education, because of the proliferation of mobile phones and wireless infrastructure
- especially in developing countries.
The role that communication and interaction play in the learning process is critical in
contemporary learning paradigms. Mobile technologies seem to provide opportunities for
optimizing interaction and communication between lecturers and learners, among learners
and among members of communities of practice. Mobile learning enhances collaborative,
co-operative and active learning.
Based on the criteria of interaction, independence, access and flexibility we can conclude
that mobile learning has the potential to become a new generation of distance education in
the sense of Garrison (1985) - provided that mobile learning becomes integrated into the
mainstream provision of education and training.
3.3 An educational paradigm shift?
The expectations expressed by the respondents concerning the impact of mobile learning on
teaching and learning strategies and methodologies, as well as on learning theories, may
signify a change in thinking, in that technology is expected to induce changes in the former,
while learning theories are expected to remain the same in essence. Only 29% of
respondents expect learning theories to change completely, with new learning theories
replacing behaviourism and constructivism due to the radical impact of future technologies.
The majority of respondents (72%) agreed that mobile learning affords new opportunities for
learner support, content development and delivery. However, only 12% of polled distance
education experts believed that mobile technologies will "completely change the way we
teach and learn", while the majority of respondents (77%) thought that mobile learning would
be very helpful in enhancing teaching and learning independent of time and space. An array
of new strategies and methodologies were proposed by respondents.
Mobile learning affords new channels of support, among others. One respondent reminds us
that "the emphasis should be on 'enhancing' learning opportunities, rather than 'replacing'
other forms of teaching and learning".
In terms of the definition of educational paradigm shifts by Peters (2004) and the data
collected, we cannot confirm that we face an educational paradigm shift with the emergence
of mobile learning. Learning with mobile devices appears to be a further development of
'traditional' e-learning.
3.4 Future development of mobile learning
The final frontier to cross to convince us that mobile learning is the new and next generation
of distance education, is for mobile learning to be incorporated into mainstream education.
Approximately 78% of respondents believed that mobile learning will become an integral part
of mainstream higher education and training within three to five years. These numbers are in
line with results of a study in a corporate setting by Kuszpa & Scherm (2005) who conducted
a survey at companies from Germany, Switzerland and Austria. In this study, 69% of
respondents estimated that within five years, mobile devices will support learners in their job
environment.
Distance teaching institutions are spearheading the development of mobile learning. A
prominent example is NKI (Nettskolen Fjernundervisning) in Norway: NKI has been one of
Europe's leading distance education providers for decades, offering over 400 online courses.
NKI has already developed mobile learning versions of all its online courses within a project
in partnership with Ericsson Education (Ireland) funded by the Leonardo Da Vinci
programme of the European Commission [1]. This represents a massive transfer of mobile
learning into the mainstream.
However, there are also barriers to the success of mobile learning. Beside the technical and
economic challenges that were mentioned, it is the support of the faculty, teachers and
trainers that is critical for the success of education innovation (Zawacki-Richter, 2005).
Acceptance of new media, not only by pioneers and early adopters, but also by the majority
of users (cf. Rogers, 1995) is the prerequisite for education innovation. A special analysis on
factors that may hinder the development of mobile learning in institutions has been published
by Zawacki-Richter, Brown & Delport (2007). An often mentioned critique is that displays and
screens of mobile devices are too small to present complex learning materials (62 % of
respondents agreed or strongly agreed to this statement). However, some mobile phones
already include projection systems, removing the barrier of the small screen and it is
possible to attach a small device that projects a full-size keyboard made of light
(EDUCAUSE, 2007).
Figure 17.Keyboard and screen projection with mobile phones [2]
Keegan (2005) claims that mobile learning is not perceived to be a satisfactory revenue
stream by the telecommunications operators, which is the major barrier to moving mobile
learning from single project status to the mainstream. He proposes five solutions to this
problem:
"Firstly, there are thousands of universities and further and higher education colleges all
over the world. If they can all be convinced to accept mobile learning as their normal means
of communication with all their students on changes of timetable, submission deadlines,
enrolment procedures and other administrative necessities, a massive mobile learning
revenue stream will already be set up. Secondly, the production of a mobile learning
development kit for distribution to universities and colleges to enable them to introduce
mobile learning will set up another revenue stream. Thirdly, the production of course guides,
course summaries, examination reminders, helps with difficult parts of a course, will set up
another revenue stream. Fourthly, the production of full course modules for PDAs,
handhelds, palmtops, and also for smartphones and eventually for mobile phones, will set up
another revenue stream. Finally, the literature of the field needs to be developed, books on
mobile learning need to be written, conferences […] need to be organised" (p. 16).
It was shown that mobile technologies afford new opportunities for teaching and learning
which might convince innovative faculty, teachers and trainers to consider adopting mobile
learning. Perhaps the hard work for acceptance done in the history of distance education
and e-learning will also have a positive impact on the development of mobile learning. It now
has to prove the value it can add to the teaching and learning process on a large scale.
Only when such evidence is exhibited, can we share the optimistic estimation of Wagner
(2005): "Whether we like it or not, whether we are ready for it or not, mobile learning
represents the next step in a long tradition of technology mediated learning. It will feature
new strategies, practices, tools, applications, and resources to realize the promise of
ubiquitous, pervasive, personal, and connected learning. It responds to the on-demand
learning interests of connected citizens in an information-centric world" (p. 44).
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Acknowledgements
We would like to thank sincerely Dr. Ulrich Bernath, Vice-President of the European
Distance and E-Learning Network (EDEN), for his support. The mobile learning
questionnaire was sent to EDEN members who gave us valuable feedback. Furthermore we
would like to express our gratitude to Dr. Gerald Lembke and Nayla Fawzi (LearnAct!,
http://www.learnact-gmbh.de) who implemented the mobile learning questionnaire using
Webropol (http://www.webropol.com).
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