Learning Methods Taxonomy

24 Jan

A general process model of learning involves:

  1. Prior knowledge – the starting point for learning, including beliefs about what is desirable and possible, and intention to and interest in learning
  2. Model/stimulus – regarding the behavior (capability, knowledge, skill, etc.) to be acquired
  3. Practice – repetition with variation intended to replicate the modeled/stimulated behavior
  4. Feedback – from experience and/or observers, regarding how well the practiced behavior matches the model

While these components are generally sequential—model/stimulus depends on prior knowledge, practice doesn’t occur without a model/stimulus—they are also interactive. Negative feedback can reduce learning intention/interest.

Any method for enabling learning must somehow address each of these components. These components provide the basis for an analytical framework and taxonomy of collective learning methods.

I’m applying this to collective learning methods, but it should work for any learning methods.

What do you think?

By the way, I’m looking for good references for the components. Any suggestions would be appreciated.

Chattanooga is Cool

5 Jan

http://www.wordle.net/show/wrdl/2936843/Chattanooga_is_cool

Compare this view of community learning and change to the one sent yesterday. This is the view of a 24-yr-old white female. The words she says the most are the biggest.

Wordle.net gives a visual image in words of the content and meaning of a piece of text. It is a quick qualitative evaluation of language.

Try it.

Community change in art form

3 Jan
http://www.wordle.net/show/wrdl/2936880/Neighborhood_Change" 

Click on the above link to see an art form of Al's interview about community change.

Joel taught me how to do this. Thanks, Joel!

Collective Learning

2 Jan

Any group has knowledge that is distinct from its members. It can do things its members could not and would not do individually. Personal knowledge of group members is not additive, it is multiplicative and synergistic: The whole is greater than (or at least different from) the sum of the parts.

“Collective” simply means “forming a whole or aggregate … of, done by, or characteristic of individuals acting in cooperation” (collective, n.d.). When applied to learning it means a gain in capabilities or knowledge by multiple persons in cooperation, as a whole.

Continue reading 

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Two Models of Community Engagement

1 Jan

This blog is the third in a series on the Theoretical Understanding of Community Engagement. Below are the experiences of two different people: Al is an older black man I mentioned in the previous blog and Bet is the younger white woman.  They each describe their involvement in a recent activity which was intended to create community change.

Al has been active in organizing a blues music festival in his inner-city neighborhood in the summer. The neighbors come together, young and old, dragging their own lawn chairs and blankets, hoisting picnic baskets and stretching out for an evening of blues music in the neighborhood park. Part of the purpose is to revive an interest in the blues genre, but the more important purpose is neighborhood cohesion and identity.  Al works through the local neighborhood association in traditional ways: volunteer committees get the work done and block captains spread the word. About 300 to 350 have come, and that’s enough, according to Al.

Bet helped organize a major, community-wide survey that asked questions about what people liked best, things that could be improved, and what they wanted to see happen in the community.  The survey was offered online, but when they realized that people weren’t going online to answer it, they adjusted their strategy and went where people were—all over the place—to farmers’ markets, neighborhood events, meetings and sometimes just catching people on the street. With face-to-face surveying, over 25,000 surveys were completed, making it the largest public participation project in the country. They sent the completed forms to a research firm that tabulated the results and sent back a huge pool of information that showed what people liked and didn’t like and wanted to see happen in the community. The data was made available online.

Which of these two engagement projects do you think:

1.) led to greater community learning?

2.) brought about change in the community? (or potentially could)

Why do you think so? Just give me a brief reaction. I’d like your thoughts.

Questions on Community Learning

21 Dec

Let me give you an idea of my research on community learning from a paper I just completed. I won’t share the whole paper but just a few insights from our own community here in Chattanooga. The paper is called Toward a Theoretical Understanding of Community Engagement. I used grounded theory research methodology, and I interviewed participants who are actively engaged in the community now. I choose people who came from different perspectives, particularly different ages.  I will share with you the reflections of two participants – a 62-year old African American male and a 24-year old white female. Both of them grew up here, left for education and other life events, and then moved back within the last three years. Both of them are active as volunteers and as staff of community organizations.

They started by describing an event or activity in which they were involved that led to change or intended to lead to change. Since the focus of my study was on community learning, I continually asked questions that kept the lens on the learning. Some of my questions were:

INTERVIEW QUESTIONS:

At the beginning, what did the community need to learn?

Was anything done intentionally to learn it?

What were the obstacles?

What did you learn from this experience?

What do you think the community learned?

What evidence do you have that the community learned?

Before I get into the results, let me know other questions that come to your mind about community learning.

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Community Learning

20 Dec

I am taking a slightly different approach from my colleagues here. I am looking at learning from the perspective of the community. Is there something we could call community learning? If so, what makes it happen?  Where is it stored? How do we access it?  And how does community learning contribute to our overall well being and to economic prosperity?

Greg Laudeman, of course, always challenges me with his question, “Do communities learn?”  That question stems from the same source as the one, Do organizations learn? Peter Senge gave short shrift to that question in his book The Fifth Discipline (well, not exactly short shrift, but a thorough going over) by concluding that organizations that learn also excel.

So do you think the same is true for communities—that is, communities that learn also excel? Give me an example.

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Community and Learning = Region and Innovation?

18 Dec

Community can be a group of people sharing a locale, or just with common interests. Ecologists define community as, “an assemblage of interacting populations occupying a given area” (community, n.d.). It is both geographic and social. Human community is a function of interacting in/with a region.

Florida (1995) argues, “regions themselves are becoming focal points of knowledge-creation and learning … [that] function as collectors and repositories of knowledge and ideas, providing an underlying environment or infrastructure that facilitates the flow of knowledge, ideas, and learning” (pg. 528). Learning is a function of place and the built environment, and is a socioeconomic phenomenon:

Learning regions provide the crucial inputs for knowledge-intensive economic organization to flourish: a manufacturing infrastructure of interconnected vendors and suppliers; a human infrastructure that can produce knowledge workers, facilitates the development of a team orientation, and which is organized around life-long learning; a physical and communication infrastructure which facilitates and supports constant sharing of information, electronic exchange of data and information, just-in-time delivery of goods and services, and integration into the global economy; and capital allocation and industrial governance systems attend to the needs of knowledge-intensive organizations. (Florida, 1995, pg. 34)

The learning region paradigm focuses on the networks or associational characteristics of a region in which firms are embedded, subsuming individual entrepreneurs and workers to consider how they function together rather than operate independently (Granovetter, 1985; Morgan, 1997; Saxenian, 2000).

Let’s consider how some scholars think this works.

Dynamic social networks with abundant weak ties within regions allow for knowledge spillovers and new opportunities for interactive learning. Broader extra-local networks bring new capabilities, ideas, and technologies into regions (MacKinnon, Cumbers, and Chapman, 2002). Both types of ties reduce transaction costs for knowledge as well as other resources, contributing to innovation by making it easy to connect disparate chunks of information into usable and useful knowledge.

Embeddedness must be balanced by autonomy or regions can get locked into a particular technology, following it from boom to bust. “It is the type of network relationships between organizations (firms, institutions) rather than their spatial clustering alone that determines the ability of regions to adapt” (Boschma and Lambooy, 1999, pg. 393).

Dynamism in social networks—lots of weak ties and shifting relationships—allows clusters (or the communities or regions in which they operate) to diversify, reinvent and revitalize themselves, and avoid technologically determined path dependency. Stronger, more stable ties, particularly to and through institutions, provide governance and reduce uncertainty, making it more practical for actors to take risks (Morgan, 1997).

Cooke (2002) suggests that regional learning is essentially collaborative economic action by a localized socioeconomic system in response to natural socioeconomic disequilibrium. This requires social connections that are dynamic yet resilient: “knowledge is in the network,” Cooke (2002) maintains, “because each move in the interactive innovation process requires learning from other than those involved in the preceding move” (pp. 2 – 3, emphasis in the original).

Innovation is an interactive learning process, maintains Morgan (1997), with powerful feedback loops incorporating common and tacit knowledge, “that is shaped by a variety of institutional routines and social conventions” (Morgan, 1997, pg. 493).

Brown and Duguid (2002) maintain that the only means of constructing regional advantage is to capitalize on local knowledge that is simultaneously “leaky” and “sticky,” which inevitably leaks out of particularly organizations but sticks in a particular region because it inheres to embedded boundary spanning local social networks.

Also consider what may be called “optimal proximity,” presented by Boschma (2005): A loosely coupled system, balancing local “buzz” with extra-local linkages, combining community and market relations, and providing institutional checks and balances, to create a common knowledge base with diverse but complementary capabilities. This involves cognitive, organizational, social, and institutional capabilities across and within geographical limits.

Morgan (1997), Brown and Duguid (2002), Cooke (2002), and Boschma (2005) make essentially the same point: Sustained innovation capacity comes from leveraging unique local human assets for acquiring relevant global human assets and constantly recombining them.

The connections that comprise community–interactions and space, interests and place–determine what the connected see as desirable and practical; shared vision.

References:

Boschma, R. (2005). “Proximity and Innovation: A Critical Assessment,” Regional Studies, 39(1): 61–74.

Boschma, R. and Lambooy, J (1999). “The prospects of an adjustment policy based on collective learning in old industrial regions,” GeoJournal. 49(4): 391-399.

Brown, J. S. and Duguid, P. (2002). Local Knowledge: Innovation in the Networked Age. Management Learning, 33(4), 427-438.

community. (n.d.). Dictionary.com Unabridged. Retrieved December 17, 2010, from Dictionary.com website: http://dictionary.reference.com/browse/community

Cooke, P. (2002) Knowledge Economics: Clusters, learning, and cooperative advantage. London and New York: Routledge. 

Cooke, P. and Leysdesdorff, L. (2005). “Regional Development in the Knowledge-Based Economy: The Construction of Regional Advantage.” Journal of Technology Transfer. 31(1): 5-15.

Florida, R. (1995). “Toward the Learning Region,” Futures. 27(5): 527-536.

Granovetter, M. (1985). Economic Action and Social Structure: The Problem of Embeddedness. American Journal of Sociology, 91, 481-510.

MacKinnon, D., Cumbers, A, and Chapman, K. (2002). Learning, innovation and regional development: a critical appraisal of recent debates. Progress in Human Geography, 26(3), pp. 293–311

Morgan, K. (1997). “The Learning Region: Institutions, Innovation and Regional Renewal.” Regional Studies. 31(5): 491-503.

Saxenian, A. (1994). Regional Advantage: Culture and Competition in Silicon Valley and Route 128. Cambridge, MA: Harvard University Press.

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Extinction, Meltdown, or Just Irrelevance

13 Dec

There are a lot of commentators predicting doom and gloom for higher education. The sector does seem to have hit the saturation phase of a Kondratiev long wave, meaning that it is headed for (already in?) stagnation and inevitable collapse. We’ll see… here’s a few cogent commentators:

Best selling author and internet marketing expert Seth Godin sees mass marketing and escalating costs of higher education, combined with eroding market value of a degree and primary concern with accreditation rather than useful knowledge as leading higher education to a meltdown.

University life, particularly the classroom experience, is simply so out of line with students’ everyday experience and their work-life expectations that higher education is becoming irrelevant, says Thomas Hanson on OpenEducation.net. He is primarily repeating and summarizing the criticisms of David Wiley.

Vonda Sines reiterates Godin’s points about the abundance of tech-savvy PhDs looking for work, and willing to work much cheaper than tenured faculty. She extends Wiley’s criticism to consider what higher education is becoming. Aggregations of disassociated individuals electronically delivering and consuming chunks of curriculum.

Georgia Tech professors Rich DeMillo and Dick Lipton maintain that place-based, traditional universities must refocus on what they do best: advanced degrees, innovation, and research. General education should be left to online and for-profit higher education enterprises.

A general strategy is suggested by Richard Vedder, after he notes some troubling trends from the Delta Cost Project. He suggests universities get serious about the three I’s rather than the three A’s (access, affordability, and accountability). Universities have almost no information about outcomes of higher education for students. Incentives in higher education reward publish-anything and fiefdom-building rather than good teaching and administration (Godin and others also make this point). Better information and incentives will lead to innovation.

Will all of this lead to extinction, meltdown, or just irrelevance? Or are these folks and others who make similar points just alarmist, or just plain wrong? What do you think?

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The UTC of the Future?

8 Dec

Here is a different UTC, the University of the Customer, with a structure rather different from our august, beloved institutions. Bill Sams considers what Christensen’s “disruptive innovation” might look like in higher education.

Sams provides this as his imaginary university’s mission:

“Our goal is to optimize the personal capabilities of our customers on a lifelong basis and to match those capabilities with the needs of business and society in a mutually profitable relationship,”

It’s structured around three complementary units, Customer Care, Customer Services, and Customer Results.

The model’s fundamental flaw is that Sams doesn’t adequately address the self-directed and social aspects of learning. Also, the “model” needs stronger means of validation. I’m just saying…

Regardless, this is a great think piece!

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