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Weigel, Van B. (2002). Deep learning for
a digital age: Technology’s untapped potential to enrich higher
education. San Francisco: Jossey-Bass.
PREFACE
This book:
- Argues that in order for technology to
be used in higher education, it should “…enrich and extend
the student’s exploration of new territory”.
- Argues for “depth learning”, which involves
both a decentralized, “bricks and clicks (blended) approach
to learning and the use of “knowledge rooms” (collaborative
virtual spaces).
The Internet is unique in that, unlike most
new technologies, it has the potential of improving both quality
and accessibility (“richness and reach”). Unfortunately,
most institutions are concentrating solely on the “reach”
side of the equation.
CHAPTER 1: BEYOND THE VIRTUAL CLASSROOM
Elearning should be viewed with the same healthy
skepticism as that directed at dotcoms “post-meltdown”.
While distance education has improved educational reach, it
so far has failed to do much in the way of “bringing depth
and dimensionality” to learning. It also largely lacks
passion---the ability to make you fall in love with a subject.
Deep Learning and the Construction
of Knowledge
- Deep learning is constructivist in nature,
owing to persons like Dewey, Piaget, and Vgotsky.
We don’t absorb knowledge, we construct it.
- Learning means actively searching for new
knowledge.
- Constructivism involves healthy doses of
play
- Knowledge constructions called schemas
are the building blocks of constructivism.
- Assimilation is the process of incorporating
new knowledge into existing knowledge structures; accommodation
is the process of changing knowledge structures to coincide
with new information.
- Vgotsky’s zone of proximal development
refers to the meeting between a learner’s own spontaneous
concepts vs. more formal scientific concepts. It emphasizes
the social advantages of collaboration with more able peers.
Defining Deep Learning
-
Def.: learning that promotes the development
of conditionalized knowledge and metacognition through
communities of inquiry.
-
Conditionalized knowledge: knowledge that
specifies the contexts in which it can be useful.
-
Metacognition: ”thinking about thinking”;
i.e., monitoring and reflecting on one’s level of understanding.
-
Communities of Inquiry: intersecting communities
of practice (i.e., groups of individuals who organize
themselves around topics of interest).
Cognitive Apprenticeship
Seely-Brown, Collins, & Duguid (1989)
noted that the process of learning to think is akin to that
by which artisans learn to use a tool. The notion
of “cognitive apprecticeship” argues in favor of teaching
thinking via a modified form of the apprenticeship model.
Six Teaching Methods that Facilitate Cognitive
Apprenticeship
1) Modeling: the teacher “puts his/her
mind on display”
2) Coaching: teachers observe students
in the performance of a task, offering feedback
3) Scaffolding: helping a student complete
a task slightly more difficult than the student is capable
of completing on his/her own.
4) Articulating: drawing students out
verbally, helping to convert tacit knowledge to explicit knowledge
5) Reflecting: debriefing, replaying
and discussion after an activity
6) Exploring: students tackle new areas
on their own
Deep Learning and Intellectual Curiosity
-
Curiosity is a skill learned through observation
and practice---i.e., one learns to be curious by being
in the company of the curious.
-
Lectures (including PowerPoint presentations)
rarely spur curiosity.
-
Often, students can get away with cheating
(e.g., buying a term paper off the Internet) because their
assignments are so unimaginative.
Deep Learning and Embedded Assessment
Assessment that focuses on summative assessment
denies students meaningful opportunities for challenge and
growth.
Tips:
1) Embedded evaluation should be given and
received in a gracious manner (sometimes no easy task!).
2) Assessment should have both public and
private dimensions.
3) Neither individual nor group evaluations
should be anonymous.
The Shortcomings of Standard Assessment
Though distance education is well poised to
lead the way in development of project-based assessment tools,
it heretofore has emphasized standard assessment tools.
Transforming the Classroom Into Knowledge
Rooms
A knowledge room is a virtual collaboration
space where students gather for:
- Research projects
- Skill development
- Seminar discussions
- Formal debates
- Creative expression
Knowledge Rooms are designed to supplement,
not supplant, the classroom.
Five Types of Knowledge Rooms
The author discusses five types of knowledge
rooms:
1) Research Center: each built around
a specific course-related problem. Each is designed for 3-6
students. Students are assigned project leadership on a rotating
basis. A resource library can be included in the research
center.
2) Skill Workplace: Includes an Office (which
houses the resources necessary for that skill) and Exercise
Rooms (places to practice the skill). Includes help
desk access and may include a Skill Gallery for exceptional
work.
3) Conference Center: includes a suite
of Seminar rooms, each devoted to a specific topic.
Each seminar room features a content centerpiece to focus
discussion and stimulate critiques and reflection (this keeps
seminar rooms from degenerating into stream-of-consciousness
responses). Because these are archived, the best snippets
can be used for intergenerational learning.
4) Debate Hall: virtual space for aynchronous
debates. Like traditional debates, each is structured around
a proposition and features rounds by affirmative and negative
teams.
5) Portfolio Gallery: exhibits student
work and solicits reviews from classmates.
Software for knowledge spaces: Lotus QuickPlace
($17 per academic user), Groove (free).
The author thinks that the behaviorist approach
of breaking skills into individual components has been harmful
in that the pieces are rarely combined for actual skill practice.
Depth Education: A “Bricks-and-Clicks”
Model
-
It’s not “all-or-none”---you can implement
one or two learning rooms in a conventional class and
build from there.
-
Despite technology investments, blended
classes can save money through savings in facilities costs.
-
Successful Internet retailers like Amazon.com
can be studied as models of bricks-and-clicks.
-
Emerging literatures in both corporate
and academic arenas are concluding that blended learning
is best.
-
Case study: The Wharton School of Business’s
“webCafe”.
Discovery, Discernment, and the Classroom
Two things are difficult to replicate in distance
education:
1) The teacher’s passion for his/her
subject and for intellectual inquiry
2) The unique “chemistry” of each class.
The Academy and Technological Resistance
For depth education to succeed, there must
be a spirit of experimentation in the classroom. However,
academies of higher education are the longest-lasting and
most traditional of institutions, and some initial forays
into new technologies that were fueled by vendor hype ended
badly. Some even liken academics’ resistance to technology
as akin to the medieval guilds’ resistance to the technological
developments that launched the Industrial Revolution.
CHAPTER 2: THE COMMODITIZATION OF INSTRUCTION
“Information transactions” akin to monetary
transactions have become a common defining feature of learning.
Distance Education as Deus Ex Machina
The stampede into online education has included
vendors of course management software like Blackboard and
WebCT, for-profit universities, and publishers, all of whom
promote distance education as a rescuer.
The Case for Sobriety
However, after similar heady optimism, the
dot com “bust” of the early 2000s should serve as an object
lesson.
Commoditization as a Long-Term Trend
-
Commoditization: the process whereby products
or services become so standardized that their attributes
are roughly the same. Commodities, because of their
standardization, come to be viewed along a simple price
dimension.
-
College and university education is becoming
a commodity, aided by a minimalist definition of what
constitutes “education” and the increasing use of adjunct
faculty to reduce the cost of instruction.
-
Full-time faculty have been largely silent
about the oppression of their part-time brethren, many
of whom “make less money than the people who clean the
classrooms they teach in”.
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Effective teaching remains less valued
than research, so the smartest strategy for a teacher
is to invest oneself minimally in the classroom.
It also leads faculty to feel more kinship with international
colleagues in their disciplines than they do with fellow
teachers across the hall.
Computer-Based Instruction and Commoditization
Some of the initial fanfare surrounding the
beginnings of computers in the classroom regarded their ability
to supplement or even replace faculty. Instructional
design that emphasized small chunks of content followed by
tests promoted a “rote” view of education.
Technology and Creative Destruction
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Joseph Schumpeter (1942) explained “creative
destruction” as the process by which entrepreneurial innovation
in a capitalist system upsets the status quo, thereby
driving progress.
-
The Internet, by enabling us to reproduce
unlimited copies of content virtually for free, has devalued
content whose value was based upon scarcity. The result?
Content will be FREE, leaving educators scrambling to
justify their existence by value-added services.
Futurist Esther Dyson urges people to get in the habit
of acting as if proprietary content were already
free, thus focusing on ways to add value to it by offering
services.
-
The MIT course initiative is a harbinger
of the future---a huge effort to put all of MIT’s content
on the web, accessible for free.
The Trade-Off Between Richness and Reach
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Richness is quality, reach is the number
of people who can participate. The Internet “blows
up” this trade-off. Consider Amazon.com---twenty times
more books than the largest bookstore, while still retaining
some of the personalized service of a small bookstore.
Or look at Dell’s ability to build thousands of personalized
computers using only eight days’ worth of inventory.
-
College and universities, unfortunately,
have been focusing almost exclusively on the “reach” side
of the equation both initially with huge lecture classes
and now through distance education. They are vulnerable
to commercial firms offering richer courses at lower prices.
-
In the past, colleges and universities
have fended off such “raiders” by exercising their monopoly
on accreditation and their ability to deny transfer credit.
They are losing both.
The Broadband Virtual Classroom
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Broadband will allow for greater richness.
Multimedia content and real-time surveying should help
alleviate high attrition in distance ed classes by more
closely replicating the “look and feel” of conventional
classroom while allowing for more interactivity.
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When broadband reaches its potential,
the currently-successful “post-a-lecture” and “host-a-discussion”
forms of distance education will be “left in the dust”.
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Imagine the potential of broadband education
for a firm like Home Depot----thousands of step-by-step
“how-to” tutorials. When use of this technology
by commercial firms becomes common, people will demand
similar abilities from educational institutions.
Mass-Produced Distance Education and Economies
of Scale
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Let’s say a broadband class charges a
tuition of $100. If a thousand students take it,
that’s $100,000. Let’s give the star lecturer $20k
and give each of ten content experts $2k each ($20k total).
Then add in one TA for every 25 students (that’s 40, paid
$1k each for a total of $40k. We still have $20k
left, and infrastructure wouldn’t cost that much per course.
Raise tuition to $125, and overhead becomes $45k.
-
Note that if the institution does a good
job, then students get the same quality of education regardless
of whether there are 20 students or 2,000.
-
Other services (e.g., books, access to
an online library, counseling, tutoring, technical assistance)
could either be rolled into the tuition or offered on
an a la carte basis.
-
It’s these economies of scale that WILL
drive the commoditization of education.
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The best lecturers will become highly-paid
“superstars”, while those with less stellar lecture skills
will typically serve as content experts for about 12 courses
per term (yielding, in our example, $48k per year for
10 months’ work).
Free College Degrees?
-
Forget $100-$125 per course---tuition
could eventually become FREE. Here’s how:
-
A bricks-and-mortar institution costs
$150M and up. A first-class web site could be built
for $15M. Linkages with e-commerce (i.e., ad revenue,
brief consumer surveys, shopping portals) could provide
this money.
-
Educational services could be delivered
in a fully-digital format virtually for free.
-
Right now, e-commerce subsidies cannot
cover the $100-$125 cost per student per course.
But if competition drives this cost down to $50 or less,
then sooner or later someone will offer the courses totally
for free, and the resulting competition will rapidly drive
per-student costs down. “Zero-tuition” deals will
become bundled with other offerings (e.g., cable TV and
pay-per-view movies, equipment purchases).
-
This could even be accomplished without
blatant commercialism by being underwritten by corporations
who benefit from well-educated employees.
-
Zero-cost tuition will spur the development
of personal service industries surrounding education.
So in other words, if you can’t make money off of tuition,
you’ve got to make it from value-added services.
-
The same kind of intense competition that
has characterized the purchase of goods over the Internet
will eventually come to higher education. This will result
in the rise of “comparative shopping” web sites as well
as “review” sites similar to epinions.com.
Making Peace with Commercialization
Of course, many will object to such commercialization.
In response, the author notes that commercialization of higher
education has already happened in that if a degree was not
commercially advantageous, few would pursue it strictly for
intellectual benefit. In other words, almost all of our current
students are there because they think a degree will confer
career and monetary benefits.
The End of Education as We Know It?
If all this does come to pass, how will current
educational institutions compete? After all, current
tuition at private colleges averages over $16k per year.
They will have to become experts in value-added services.
Strategic Options for Higher Education
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Top-Tier institutions are likely to emerge
unscathed, as their prestigious brand names will continue
to justify higher prices.
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About 75-150 second- or third-tier universities
will also profit via high-quality online course offerings
(most likely developed in conjunction with publishers
or third-party firms). These will grow into global universities.
Market shakeouts may reduce their numbers to 30-50.
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Everyone else will survive only if they
can find a niche for value-added services.
Community Colleges
Community colleges are likely to profit under
the new system:
- They have been among the first to embrace
new learning technologies
- Their relative lack of prestige means that
they will suffer less from the commoditization of instruction
- Their use of knowledge rooms could enhance
their status and respectability.
The Saga of Britannica
- Britannica has been in existence over 200
years.
- A few years ago, a full set of bound Encyclopedia
Britannica encyclopedias cost about $1,600.
- Competition from Microsoft Encarta and
other CD-based encyclopedias, which cost under $100, led
Britannica to offer online access to their resources for
$2,000 per year.
- Four years later, Britannica’s sales had
declined 50%. They offered subscriptions to home users for
$129 per year and a CD-version of the encyclopedia for $200.
- By late 1999, Britannica began giving an
ad-sponsored version of its product away on the Internet
for FREE.
Well, I hope that’s enough to give you the
flavor of this book. The second half of the book consists
of:
CHAPTER 3: TRANSFORMING THE CLASSROOM INTO
KNOWLEDGE ROOMS
CHAPTER 4: NEW HORIZONS FOR HIGHER EDUCATION
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