Student Profile Sample - We help schools to connect the data they have, with ...
A view of the changing digitally mediated teaching and learning landscape czerniewicz heltasa keynote 2013
1. DISAGGREGATION
IN TEACHING AND LEARNING
‘Being parties in the work’
A view of the changing digitally-mediated
teaching and learning landscape
Laura Czerniewicz
28 November 2013
2. A University is, according to the
usual designation, an Alma
Mater, knowing her children one
by one, not a foundry, or a mint,
or a treadmill.
The best telescope does not
dispense with eyes; the printing
press or the lecture room will
assist us greatly, but we must
be true to ourselves,
we must be parties in the work.
John Henry Newman, The Idea of the University, 1824
Photo- http://www.victorianweb.org/authors/newman/jhnbio2.html
3. THIS TALK
o About technology
• The characteristics of new technologies
• How technology is changing the possible shape of
teaching and learning, and of course provision
o The global role players in the teaching
and learning landscape
• Values and interests
o What this means for access, participation
& learning
• with a particular view from South Africa
4. HIGHER EDUCATION UNDER
PRESSURE
o Financial crisis
• Government cuts in many countries
• Under funded and resource constrained
o Massification globally
• SA: Gross enrolment rate (no of students at particular level)
• 16%. Low internationally, Low considering 700 000
matriculants officially qualifying for HE
o SA: Low participation high attrition
system
• In SA, 40% students leave HE in 1st year
5. TECHNOLOGY
o Pervasive
• A cause of change in the higher education
environment
• Seen as solution for higher education
problems
• Mediating all higher education practices
• Assumed to be increasingly ubiquitious
7. GENERAL PRINCIPLES OF NEW
MEDIA
o Numerical representation
• new media objects exist as data
o Modularity
• the different elements of new media exist
independently
o Automation
• new media objects can be created & modified
automatically
o Variability
• new media objects exist in multiple versions
o Transcoding
• the logic of the computer influences how we
understand and represent ourselves
Manovich , L 2002, The Language of New Media
8. SOME KEY DIGITAL
AFFORDANCES
o Granular
o Dynamic
o Communication visible
• a form of content
o Sharing - free & easy
• Sharing means multiplying not dividing
o Affords more closed/ lock down as well
as more open & accessible
14. ACCESS TO LEARNING CONTENT
Analogue
Textbooks
Some
photocopying
Photocopying
Legal
Illegal
ETextbooks
Open
Education
Resources
Pirate sites
File
sharing
Digital
15. DIGITAL CONTENT
o From products to services
• From tangible to intangible
• Control no longer with customer when
purchased
o From ownership to access/license
o Intermediary - platforms
• Services via an intermediary
• May need to buy the platform, or access to
the platform, not the content
16. OPEN CONTENT
o Free to user
• To download (gratis)
• To re-use & remix (libre)
o Available under an open license
or public domain
o Grants permissions not copyright
18. CHANGES IN TEACHING &
LEARNING
Place
Time
Content
Teaching & learning interaction
Assessment & certification
19. MOOCs
Forms of provision
Fully online
Onlineintensive
Blended
(mixed
mode):
Internet
combines dependent
F2F and
online
Internet
supported
F2F only
On campus
Location
of students
Remote
27. BADGES
o Micro, granular certification
o Some sort of formal(ised) recognition
• for informal learning processes
• for chunks of content
• for competencies
29. IN SUMMARY
Numerical
representation Learning analytics
New media objects exist as data
Modularity Disaggregation of teaching &
the different elements of new media exist
independently
Automation
new media objects can be created & modified
automatically
Variability
new media objects exist in multiple versions
learning
Automated assessment
Versions of content
Transcoding Culture of technology shapes
the logic of the computer influences how we
understand and represent ourselves
social /pedagogical culture
32. TECHNOLOGY AND THE
GLOBAL
HIGHER EDUCATION
Increased private sector investment
LANDSCAPE
New opportunities for the private sector
New players
Globalisation: extended reach
35. Dominant functions and processes
in the information age are
increasingly organized around
networks.
Networks constitute the new social
morphology of our societies
and the diffusion of networking
logic substantially modifies
….processes of production,
experiences of power
and culture
Castells, M. (1996) The Rise of the Network Society.
36. In the past, social networks
were more limited in different
spheres. Networks were more
exclusive.
The Internet changed the
nature of networks by making
them more inclusive and easy
to participate in.
Castells, M. (1996) The Rise of the Network Society.
42. THE GLOBAL MARKET PLACE
o Online education is in the hand of
the private sector
• “In the US the for-profit sector has a much
higher proportion of the total online market
(32%) than its share of the overall higher
education market (7%).
• Seven of the 10 US institutions with the highest
online enrolments are for-profits.
• For-profits seem better placed to expand
online because they do not have to worry
about resistance from academic staff, nor
about exploiting their earlier investment in
campus facilities.”
Daniels, J 2012
43. Source: Kris Olds (University of Wisconsin-Madison) and Susan L. Robertson (University of Bristol)
http://www.aca-secretariat.be/fileadmin/aca_docs/images/members/Kris_Olds.pdf
45. PLAYERS IN HE LANDSCAPE
o New players
• For profit educational / service providers
• Eg Coursera
• Non-profit educational providers
• eg Ed-X
o New roles for old players
• E.g. Educational publishers as providers of
services
o Old players with new value
• Eg distance education providers
53. MODELS- MONETISATION
Traditional
New model
(MOOC)
Fees to
enter
Pay
No
Entrance
requirement
Yes
No
Content
May be free/included in fees
May be paid
Support
Free/included in fees
May be paid
Certification
Free/included in fees
Paid
User
generated
content
Private, owned by student
Owned by provider
Ownership
of course
Not traditionally shared
Proprietary, paid for re-use
adaptation
May be licensed or open
May be licensed or open
Platform
54. MODELS- MONETISATION
Traditional
New model
(MOOC)
Fees to
enter
Pay
No
Entrance
requirement
Yes
No
Content
May be free/included in fees
May be paid
Support
Free/included in fees
May be paid
Certification
Free/included in fees
Paid
User
generated
content
Private, owned by student
Owned by provider
Ownership
of course
Not traditionally shared
Proprietary, paid for re-use
adaptation
May be licensed or open
May be licensed or open
Platform
55. MODELS- MONETISATION
Traditional
New model
(MOOC)
Fees to
enter
Pay
No
Entrance
requirement
Yes
No
May be free/included in fees
May be paid
Content
Support
Certification
What does this mean for
the coherencefees
Free/included in of
teaching and learning
Free/included in fees
processes?
May be paid
Paid
User
generated
content
Private, owned by student
Owned by provider
Ownership
of course
Not traditionally shared
Proprietary, paid for re-use
adaptation
May be licensed or open
May be licensed or open
Platform
61. TRADITIONAL MODEL: COSTS OF
SUPPORT
o Student support
Relative costs over 8 year
lifecycle of a Distance Education
course
From: Weller, M some MOOC thoughts, presentation to UCT, November xx. 2013
62. From: Tim Gore Making Sense of MOOCs Brussels 10th October 2013
64. TENSIONS IN THE ECO SYSTEM
o Values
• Private sector imperatives
• Higher education role - as a public good, for
sake of knowledge, workplace etc
• Learning & pedagogy needs
o Control & participation
• Who has control, of what, at which point?
• Role and control of technology?
o Geopolitics
• How do these tensions play out locally?
• Whose global interests are served?
66. YES, BUT: A PAUSE FOR BOURDIEU
o In a network society, forms of capital are
forms of power
•
•
•
•
•
•
Economic capital
Social capital- (networks across/within)
Embodied cultural capital (expertise, competence)
Objectified cultural capital (the object, technology)
Institutional cultural capital (qualifications)
Symbolic cultural capital (recognition, status, legitimacy)
67. WHERE DOES THE POWER LIE?
o In a network society, forms of capital are
forms of power
•
•
•
•
•
•
Economic capital
Social capital- (networks across/within)
Embodied cultural capital (expertise, competence)
Objectified cultural capital (the object/technology)
Institutional cultural capital (qualifications)
Symbolic cultural capital (recognition, status,
legitimacy)
71. CONNECTIVITY DIVIDES
o Households with/ without Internet
• Developed countries 78%,
• Developing countries 28%
o Speed
• Dramatic differences, Asian countries
fastest, African countries slowest
o Education levels
o Rural/urban
o Income
72. MORE LEVEL PLAYING FIELD
o Mobiles: eg South Africa
LSM
Living
Standards
Measure
75. o In a network society, forms of capital are
forms of power
•
•
•
•
•
•
Economic capital
Social capital- (networks across/within)
Embodied cultural capital (expertise, competence)
Objectified cultural capital (the object, technology)
Institutional cultural capital (qualifications)
Symbolic cultural capital (recognition, status, legitimacy)
76. ACCESS
To promote
equity of access and fair chances of success
to all who are seeking to realise their potential
through higher education
Department of Education ( 1997) Education White Paper 3:
A Programme for the Transformation of Higher Education,
79. EQUITY: STUDENTS ONLINE
o Surveyed 40 000 students in
nearly 500 000 courses
o Findings
• …While all types of students in the study
suffered decrements in performance in
online courses, some struggled more than
others to adapt: males, younger students,
Black students, and students with lower
grade point averages
Xu & Jaggar 2013 Adaptability to Online Learning: Differences Across Types of Students and Academic Subject Areas
80.
81. Access without support is not
opportunity.
Effective student support does not
arise by chance. It requires
intentional, structured, and proactive
action that is systematic in nature
and coordinated in application.
Prof. Vincent Tinto, Distinguished University Professor
Regional Symposia on Student Success
19 - 23 August 2013, South Africa
82. We were on the front pages of
newspapers and magazines, and at
the same time, I was realizing, we
don't educate people as others wished,
or as I wished. We have a lousy
product. It was a painful moment.
These were students from difficult
neighbourhoods, without good access
to computers, and with all kinds of
challenges in their lives ….
It's a group for which this medium
is not a good fit.
http://www.fastcompany.com/3021473/udacity-sebastian-thrun-uphill-climb
Sebastian Thrun
founder of Udacity,
November 2013
83. Online education: MOOCs taken by educated few, Ezekiel J. Emanuel, Nature 503, 342 (21 Nov 2013)
87. …Power, money, and information are primarily
organized around flows which link up distant
locales, and unite them in a shared logic.
The variable geometry of networked integration
and switched off exclusion of the network society
translates into the juxtaposition between two
spatial forms/processes: the space of flows,
on the one hand, the space of places, on the
other hand.
People still live in places, and construct their
. experience, their meaning, and their political
representation around these places.
Castells, M. (1996) The Rise of the Network Society.
89. African universities are
essentially consumers of
knowledge produced in
developed countries.
Minister of Higher Education, Blade Nzimande
UNESCO Conference on Higher Education, 2009
99. In order for education to be most
effective, content must be
presented in a way that allows the
student to relate the information to
prior experiences.
John Dewey
Paulo Freire
…….situated educational
activity ….
of education
The programme content must be
the present, existential, concrete
situations reflecting the aspirations
of the people.
100. MOOC LICENSES
o Review of 8 providers
o Almost entirely full copyright
• Udacity- some content CC-NC-ND (not
whole course)
o All keep user-generated content rights
• Some specify including for commercial
use
o Users as consumers not adaptors or
creators
101. POLITICS OF PARTICIPATION
o The Read-Write web
• Who reads and who writes
• Replicating global power relations
103. GOOD LEARNING
o Good learning requires mediation
o We are more likely to get the learning outcomes we
want when the curriculum is aligned
o Learning is more likely to happen when students are
actively engaged
o Learning is more likely to be successful where the
teaching is cognizant of what students bring with
them: prior knowledge, language, experience
o Learning involves some degree of transformation of
self
Shay, S 2013
Shay, S Good Learning: What we Know. Presentation at Heads of Department Workshop, University of Cape Town, April 2013
105. The realignment of interests
in the networked society
enabled by new technologies is
not necessarily serving
the requirements of learning
the needs of disadvantaged learners
concepts of education that serve democracy
and social good
the needs of the “global south”
106. Let’s ensure that those networked relationships don’t
only serve the interests of the educated & advantaged
109. REFERENCES
o
o
o
o
o
o
o
o
o
ACA Seminar ‘Making Sense of MOOCs’ Brussels 10 th October 2013, talks by Tim Gore and
Kris Olds, at
http://www.aca-secretariat.be/fileadmin/aca_docs/images/members/Tim_Gore.pdf
and
http://www.aca- secretariat.be/fileadmin/aca_docs/images/members/Kris_Olds.pdf
Altbach, P (2011) The past, present, and future of the research university in Altbach, P
and Salmi, J (Eds) 2011 The Making of World-Class Research Universities- The Road to
Academic Excellence, The World Bank
British Council 2012 The shape of things to come: higher education global trends and
emerging opportunities to 2020, British Council
Bourdieu, P. (1986) The forms of capital. In J. Richardson (Ed.) Handbook of Theory and
Research for the Sociology of Education (New York, ...
Castells, M. (1996) The Rise of the Network Society, Blackwell
Daniel J (20120 Higher Education in a Decade of Disruption , speech to Council of
College and Military Educators (CCME) Annual Conference, 14-16 February 2012,
Orlando, Florida, Commonwealth of Learning
Department of Education, South Africa ( 1997) Education White Paper 3: A Programme
for the Transformation of Higher Education
Emanuel, E (2013) Online education: MOOCs taken by educated few ,
Nature 503, 342 (21 Nov 2013)
Fisher G and Scott (2011) ‘The Role of Higher Education in Closing the Skills Gap in South
Africa’ The World Bank, Human Development Group, Africa Region, October 2011,
Background paper for the World Bank project 'Closing the Skills and Technology Gap in
South Africa'
110. REFERENCES
o
o
o
o
o
o
o
o
o
o
o
Flick, C, (2011) Geographies of the World’s Knowledge , Convoco Foundation, Oxford
internet Institute Oxford internet Institute,
www.oii.ox.ac.uk/publications/convoco_geographies_en.pdf
ITU (2013) The World in 2013: ICT Facts and Figures, www.itu.int/en/ITUD/Statistics/.../facts/ICTFactsFigures2013.pdf
Internet World Stats. 2012. http://www.internetworldstats.com/
ITU World Telecommunication/ICT Indicators database- www.itu.int/en/ITUD/Statistics/Pages/stat/default.aspx
Jegede, O (2012), The Status of Higher Education in Africa, paper for Panel Discussion in
the Launch of Weaving Success: Voices of Change in African Higher Education- A
project of the Partnership for Higher Education in Africa (PHEA) held at the Institute of
International Education, New York, , February 1, 2012
Jim, G (2013) Wiki-opoly, New Scientist, Vol. 218, Issue 2912
Letseka, M. and Maile, S. 2008. High University drop-out rates: a threat to South Africa’s
future. HSRC Policy Brief. www.hsrc.ac.za.
Manovich, L The Language of New Media, MIT Press
SAARF South African Audience Research Foundation (SAARF) Available at:
http://saarf.co.za/LSM/lsm-diy.asp
UK Department of Business Innovation and Skills (2013) The Maturing of the MOOC:
Literature Review BIS Research Paper Number 30, September 2013
US Office of Science and Technology Policy and the National Economic Council, Four
Years of Broadband Growth, June 2013
Also, see URLs on examples on individual slides
Notas do Editor
Alma mater Nourishing., fostering, bountiful, dear mother
Massification 1991-2006 - 2.7 million to 9.3 million students
2015 projections 18-20 million (WB), SO High numbers Low infrastructure
Urgent need for good teaching and for students to succeed, last point is very important
For example, the University of California system took a cut of $900 million — 27% of its operating budget — between 2008 and 2012. Over the same period, Pennsylvania state universities saw an 18% cut. The immediate response was increased tuition, which has led to criticism over academic inefficiencies.
Serious divides continue
Participation rates over 50% for white students, 13% for African students
White students twice as likely to graduate in 5 years
Only 5% of African youth succeed in any form of higher education
1st year attrition
40% of 1st year students leave HE
Shortages of resources, infrastructure, funds
Staff teaching in both public & private universities affecting quality & performance
Privates focusing on marketable courses (reducing revenue for public universities)
Absence of research (affects quality of teaching)
Low participation high attrition system
Throughput & success critical concerns
Global Massification
2000-2008 enrolments from 100 million to 50 million students
Implications include
Financial challenges
Infrastructure challenges
Quality questions
More graduates than the economy can sustain
Altbach, P (2011) The Past, Present, and Future of the Research University in Altbach, P and Salmi, J (Eds) 2011 The Making of World-Class Research Universities- The Road to Academic Excellence, The World Bank
Fisher G and Scott (2011) ‘The Role of Higher Education in Closing the Skills Gap in South Africa’ The World Bank, Human Development Group, Africa Region, October 2011, Background paper for the World Bank project 'Closing the Skills and Technology Gap in South Africa'.
Jegede, O (2012), The Status of Higher Education in Africa, paper for Panel Discussion in the Launch of Weaving Success: Voices of Change in African Higher Education- A project of the Partnership for Higher Education in Africa (PHEA) held at the Institute of International Education, New York, , February 1, 2012
View of technology= critical perspective, not determinist, a socio – material perspective
Technology not neutral. Co-constructed. Interests determine how affordances are exploited.
Helen Macdonald
Ideas are not property as physical objects are. building on others' ideas is the ways knowledge grows. Attribution is important. But copyright has been appropriated by commercial companies.
Lawrence Lessig - http://wiki.lessig.org/Against_perpetual_copyright
‘Copyright law has from its inception in the early 18th century imposed a term limit upon intellectual property. This limit recognizes the great benefit conferred upon the public, and on the common good, to the vast majority, if the state refrains from punishing those who copy and share works for violating an author's "copyright," after a certain point in time.
The framers understood that the state-created property monopoly of copyright was justifiable only to the extent that it would "promote the progress of Science and the Useful Arts." It created therefore a fixed, and originally very short, period of time in which one might sell copies of one's works with state protection. Without this protection, in the nature of intellectual things, piracy was naturally rampant. After authors have been given a decent interval to exploit their property, the monopoly to the work is ended, and the work may be reabsorbed into the culture at large, be remixed into new works, for the public benefit for the rest of time: hence the name "Public Domain" which refers to the domain of this public good.
Tangible goods are rivalrous goods
For one person to gain some tangible item, another person must lose it. For one person to gain the ownership of some piece of land, the previous owner must surrender ownership. This is the ordinary state of physical property, and the laws around physical property are designed around this fact. Property taxes, zoning laws, and similar legal constructs are examples of how the law relates to physical property.
Intellectual works are non-rivalrous
Intellectual works are ordinarily non-rivalrous. It is possible for someone to teach a work of the mind to another without unlearning it himself. For example, one, or two, or a hundred people can memorize the same poem at the same time. Here the term "work of the mind" refers not to physical items such books or compact discs or DVD's, but rather to the intangible content those physical objects contain.
What about fair use?
Ideas as building
F2F on campus traditional for residential universities
Distance education traditionally print based
Blended learning becoming widespread in SA
Fully online now on the agenda, brings F2F and distance education together
Place replaced by platform which creates a learning environment.
Platforms need to be accessed (just like places do)
This can be difficult, expensive, require new competencies
Being taken increasingly seriously
Private assessment centres. Can be used for formal certification of MOOC courses.
Manovich , L 2002, The Language of New Media
No, but technology is not neutral, and is taken up by interests. Presently, private education and commodification interests.
Basis is the Internet. It is an infrastructure, web runs on top of it, Changes the way content dissemination and communication happens,
http://www.flickr.com/photos/adamcrowe/620058057/
The core, At the center of the Internet are about 80 core nodes through which most traffic flows. Remove the core, and 70 percent of the other nodes are still able to function through peer-to-peer connections. Credit: Lanet-vi program of I. Alvarez-Hamelin et al.
Because of internet we have the network society, Of course globalisation was happening before the Internet
But the internet changes the way it plays out, http://www.flickr.com/photos/jurvetson/63009926/
The nature of these networks is not neutral
We know this…..but what does it mean for power and culture?
Castells, M. (1996) The Rise of the Network Society. Blackwell Publishing Ltd.: 469.
This is the positive spin!
Changes the dynamics of global relationships
Explain!
Created by Libby Levi for opensource.com, http://www.flickr.com/photos/opensourceway/4370250237/in/set-72157623343013541
Into this distributed world, inserts the market economy, increased opportunities
http://www.evolllution.com/distance_online_learning/edupreneurs-shape-future-higher-education-marketplace/
http://www.wfs.org/worldfuture-2012/sessions/when-ivory-towers-fall-emerging-education-marketplace
Public colleges and universities are not moving into online distance learning fast enough to meet the demand: ‘If public
institutions do not step up to the plate, then the corporate for-profit sector will’. Bate sIn Daniels
Daniel, J (20120 Higher Education in a Decade of Disruption , speech to Council of College and Military Educators (CCME) Annual Conference
14-16 February 2012, Orlando, Florida, Commonwealth of Learning
European MOOCs in Global Context, 10 October 2013
Academic Co-operation Association, Seminar on Making Sense of MOOCs, October 2013
http://www.aca-secretariat.be/fileadmin/aca_docs/images/members/Kris_Olds.pdf
Kris Olds, Professor and Chair
Department of Geography
University of Wisconsin-Madison, USA
Email: kolds@wisc.edu
Twitter: https://twitter.com/GlobalHigherEd
Private sector has always been a player in HE
Many reasons for increase & changes
Rise of online education as a mainstream activity puts private sector at an advantage
New shape of landscape offers opportunities
http://krisolds.files.wordpress.com/2013/10/oldsbrussels10oct2013.pdf
Interests and reasons for investment differ enormously
For profit and not-for-profit companies have different drivers, and different expectations of success.
Google is not free, Google is not altruistic.
Ref Manovich- the datafication of everything.
Chilling for students’ learning behaviour to become part of the Google dataset.
http://techcrunch.com/2013/09/10/google-expands-role-in-digital-education-teams-up-with-edx-to-build-a-youtube-for-free-online-courses/
Pearson, new role, new services
To access the free open sources, via the Pearson LMS
http://www.studyinstates.org/2013/11/05/the-state-department-partners-with-coursera-to-support-free-education-in-over-30-countries/
Government- private sector collaboration in HE
USA dominance
Discourse of generosity, beneficence
Obscures market imperative and intention
Explicit - http://ihe.britishcouncil.org/news/shape-things-come-higher-education-global-trends-and-emerging-opportunities-2020
British Council 2012 The shape of things to come: higher education global trends and emerging opportunities to 2020, British Council
Also Peter Sharpe, Department of Information Studies, Aberystwyth University
pes@aber.ac.uk, Northern land grab vs. Southern autonomy : or a third way?
Barriers to authentic North-South partnerships
http://globalhighered.files.wordpress.com/2013/11/courseramapoct2013.jpg
http://www.insidehighered.com/blogs/globalhighered/mapping-courseras-global-footprint
Mapping Coursera's Global Footprint
November 19, 2013 - 6:41pm
Kris Olds
Read more: http://www.insidehighered.com/blogs/globalhighered/mapping-courseras-global-footprint#ixzz2lMeG0B8d Inside Higher Ed
Weller, M some MOOC thoughts, presentation to UCT, November xx. 2013
Support= feedback etc
Tim Gore Making Sense of MOOCs Brussels 10th October-
University of London International Programmes
http://www.aca-secretariat.be/fileadmin/aca_docs/images/members/Tim_Gore.pdf
The Academic Cooperation Association (ACA)
Capital presents itself in four fundamental forms: economic, social, cultural and symbolic. Economic capital refers to assets either in the form of or convertible to cash. Social capital is about connections, social obligation and networks ie who you know (or don’t know) advantages or disadvantages a person. Cultural capital occurs in three states. embodied cultural capital refers to “ long-lasting dispositions of the mind and body” (ibid), expressed commonly as skills, competencies, knowledge and representation of self image. Objectified cultural capital refers to physical objects as “ cultural goods which are the trace or realization of theories or critiques of these theories” (Bourdieu mentions pictures, books, dictionaries, instruments, machines, ibid). I institutional cultural capital is the formal recognition of knowledge usually in the form of educational qualifications. Symbolic capital is appropriated when one of the other capitals is converted to prestige, honor, reputation, fame - it is about. recognition, value and status.
Importantly, one form of capital can be converted into another. The different forms of capital are different forms of power, but the relative importance of the different forms will vary according to the field.
Importantly, one form of capital can be converted into another. The different forms of capital are different forms of power, but the relative importance of the different forms will vary according to the field.
US Office of Science and Technology Policy and the National Economic Council, Four Years of Broadband Growth, June 2013
US rural urban access not too different, but speed very different
Under 2% using the Internet
Eritrea, Timor-Leste, Myanmar, Burundi, Sierra Leone, Niger, Ethiopia , Guinea, Congo DR, Madagascar , Chad
Over 90% using the Internet
Luxembourg, Denmark, Netherlands, Sweden, Norway, Iceland, Falkland Islands
South Africa- 41%, USA- 77%
SAARF Much more equal!
Living Standards Measure Cell phone access South Africa November 2012
SAARF AMPS Insert LMS categories explanations
Survey 25000 people sampled across SA
The SAARF LSM is a unique means of segmenting the South African market. It cuts across race and other outmoded techniques of categorising people, and instead groups people according to their living standards using criteria such as degree of urbanisation and ownership of cars and major appliances.
Use LSMs in conjunction with other marketing differentiators such as life stages, income, etc. If you want to use LSM 6 to 10 for targeting, you are basically targeting one third of the South African population - so you need to filter on other variables as well if you want to define your target market more closely.
Don't confuse LSMs with income. Think of a student, who lives in his parents' upmarket home in Sandton. Yes, he might live in an LSM 10 home, and yes, he will be different from a person living in, say, an LSM 4 home, but if his only income is derived from a part-time job while he is studying, his disposable income will be low
Sources: SAARF. Available at: http://saarf.co.za/LSM/lsm-diy.asp [Accessed: 23 August 2013].
Price of mobile-broadband services by region, early 2013†
Find ICU stat re mobile broadband being relatively cheaper
ITU (2013) The World in 2013: ICT Facts and Figures
www.itu.int/en/ITU-D/Statistics/.../facts/ICTFactsFigures2013.pdf
Daphne Koller, the launch of Coursera-
http://www.ted.com/talks/daphne_koller_what_we_re_learning_from_online_education.html
1,153,670 Views, At 4 Sept
Daphne Koller: What we're learning from online education
COURSERA will solve the world’s education problems?
…This is troubling from an equity perspective: If this pattern holds true across other states and educational sectors, it would imply that the continued expansion of online learning could strengthen, rather than ameliorate, educational inequity.
Xu and Jaggars’s recent study Adaptability to Online Learning: Differences Across Types of Students and Academic Subject Areas (2013) surveys over 40,000 students in close to 500,000 courses and studied how students adapt to the online environment. Students who adapt poorly, reasonably display lower academic performance and lower persistence (the consequence of which is higher institutional attrition rates). The researchers further found that while attrition and lack of academic success was systematically more pronounced in online courses than in their face-to-face equivalents, the patterns found do not proportionally mirror those found in face-to-face courses when controlling for social variables and ethnicity. While the difference between face-to-face instruction and online courses not differ significantly between ethnic groups, i.e. Asian and Black students dropped out of the online courses more frequently, but proportionally so, the same did not apply to performance:
Regional Symposia on Student Success, 19 - 23 August 2013
http://www.che.ac.za/content/regional-symposia-student-success-19-23-august-2013
Thrun, enthusiastic founder who predicted there would only be 10 universities in the world.
http://www.fastcompany.com/3021473/udacity-sebastian-thrun-uphill-climb
http://www.slate.com/articles/life/education/2013/11/sebastian_thrun_and_udacity_distance_learning_is_unsuccessful_for_most_students.html
https://chronicle.com/article/MOOCs-Are-Usefully-Middlebrow/143183/
MOOCs are easy, education and scholarship are difficult. MOOCs not real education. MOOCs nevertheless useful for “the deserving poor”
Content from the global north
Flick, C, Convoco Foundation, Oxford internet Institute (2011)
Geographies of the World’s Knowledge
Oxford internet Institute
www.oii.ox.ac.uk/publications/convoco_geographies_en.pdf
The findings suggest that there is a clear and highly uneven geography of information in Wikipedia. For example, Europe and North America are home to 84% of all articles.
Almost all of Africa is poorly represented in the Wikipedia encyclopaedia. There are more Wikipedia articles (7800) written about Antarctica than any country in Africa or South America.
Because of the high visibility of Wikipedia in online information ecosystems, countless decisions and opinions are formed based on information available in the encyclopaedia. This kind of imbalanced digital landscape of information reproduces existing representational asymmetries.
Wikipedia & Knowledge Production, Distribution & Perception (p.22):
Wiki is ranked 7th most popular site in the world (http://www.alexa.com/siteinfo/wikipedia.org).
Europe and North America are home to 84% of all articles.
Largest % generated in the US
Flick, C, Convoco Foundation, Oxford internet Institute (2011)
Geographies of the World’s Knowledge
Oxford internet Institute
www.oii.ox.ac.uk/publications/convoco_geographies_en.pdf
An elite network
In 2010, a group of Kenyan Wikipedia users tried to create an entry for Makmende, a hero with a headband and 1980s styling, who is widely known in Kenya. His moniker initially emerged as slang, thanks to the Clint Eastwood line "Go ahead, make my day". The term was used to mock; someone attempting an overambitious task would be asked if they thought they were Makmende. Later, a local band made a video featuring Makmende and jokes were phoned-in to Kenyan radio stations. Yet attempts to create a Wikipedia entry were repeatedly rebuffed because, among other things, editors said the topic lacked notability.
This was odd, because Wikipedia is not exactly highbrow. A similarly frivolous meme, based around the US actor Chuck Norris, has been the subject of a Wikipedia entry since 2006. The Makmende entry was eventually allowed, but only after the controversy over its creation attracted attention outside Kenya. To many observers, it seemed that the article had been rejected not because the topic was insignificant, but because it meant nothing to the editors who do most of the work on the encyclopedia.
The most active editors live in the US and Europe (see illustration, page 40), and this means the supposedly global project is skewed towards Western interests. According to a 2011 study by Mark Graham at the University of Oxford and colleagues, the snowy wastes of Antarctica have more articles dedicated to them than all but one of the countries in Africa. In fact, many African nations have fewer articles than the fictional realm of Middle Earth. These regions, notes Graham, are "virtual terra incognita".
Wiki-opoly. By: Giles, Jim, New Scientist, 02624079, 4/13/2013, Vol. 218, Issue 2912
http://globalhighered.files.wordpress.com/2013/11/courseramapoct2013.jpg
http://www.insidehighered.com/blogs/globalhighered/mapping-courseras-global-footprint
Mapping Coursera's Global Footprint
November 19, 2013 - 6:41pm
Kris Olds
Read more: http://www.insidehighered.com/blogs/globalhighered/mapping-courseras-global-footprint#ixzz2lMeG0B8d Inside Higher Ed
http://edutechnica.com/moocmap/#
In order for education to be most effective, content must be presented in a way that allows the student to relate the information to prior experiences
https://en.wikipedia.org/wiki/John_Dewey
Review of Coursera EdX Udacity FutureLearn CourseSites Canvas Network Open2Study Udemy , by OpenUCT- http://openuct.uct.ac.za
Shay, S Good Learning: What we Know. Presentation at Heads of Department Workshop, University of Cape Town, April 2013
Created by Libby Levi for opensource.com, http://www.flickr.com/photos/opensourceway/4370250237/in/set-72157623343013541
ACA seminar Making Sense of MOOCs Brussels 10th October 2013, talks by Tim Gore and Kris Olds
http://www.aca-secretariat.be/fileadmin/aca_docs/images/members/Tim_Gore.pdf
http://www.aca-secretariat.be/fileadmin/aca_docs/images/members/Kris_Olds.pdf