Daily Archives: September 30, 2006

PROBLEM MODELS

Jeezum… from the blog about stuff Integral (aka Ken Wilber et al) Mystery of Existence,

Dangers of models
In writing the aqal review of local organizations, and also talking with a friend yesterday who’s very much into integral things, I am reminded of the dangers of Spiral Dynamics, and of any map, framework or model.

As with any map, or sets of ideas, it can be taken as a relative or an absolute truth, it can be used in service of shadow projections, and it can be used with more or less heart and empathy.

Relative and absolute truths

The clearest danger is in taking it as an absolute truth, to mistake the map for the terrain, to put more faith in and emphasis on what the model says rather than what the terrain is doing.

Seeing any map as a relative truth, it becomes a tool of temporary and practical value, an aid for navigating and functioning in the world. There is nothing absolute about it. Just a tool that works more or less well in any situation. A tool with no inherent value, which can be modified and discarded as needed. It remains secondary to the terrain, to life itself.

“Just a tool that works more or less well in any situation.” No, a model works for exacting reasons in only situations for which those reasons hold. Always the question begged by a model has to do with how these reasons are commensurate with a precise situation where the utility of the model is demonstrable.

The model is not the thing modeled. A model describes and may depict operations. If you could start up a model of an internal combustion engine it would not be a model.

The description is not the thing described. The danger implicit in any model comes about from their reification. This turn immediatly causes a category error. It does so even if the utility of a model lends itself to the description of predictable consequences of the operations of the thing modeled.

Models may be more or less accurate but they cannot be absolutely true. Their accuracy refers to the accuracy of their description, and given predictive utility, their predictions. But, models are by their categorical (or domain) nature are always, by definition,always reductive.

Every model’s utility is constrained for many reasons but one of the primary reasons is that for every model the implicate description is not complete, nor can it be completely accurate. It is okay to qualify the truthfulness of the description compilation and the model itself, but absurd to say a model is itself and otherwise relatively or absolutely true. A model is true relative to a qualified frame of reference. If you can think of a universal model unhinged from a relation to a frame of reference, please let me know!

And, now I must go on at length about a very pet peeve.

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BIG FUN AT DANCING EDGES

A long excerpt from a book-length Ph.D. dissertation evokes the scope of Robert Stuart Houghton’s theorizing about education. A Chaotic Paradigm: An Alternative World View of the Foundations of Educational Inquiry. It’s gist is this: there is an implicit potential able to emerge and realize substantial effects were learning to be concerned with the actual nature of an ‘implicitly able’ human system. This is my language, (one can tell, it’s oblique!) and way of highlighting the idea that interesting innovations are products of unstability and discontinuity.

Certain curriculum scholars have also identified and discussed the value of these concepts of holism and self-organization (Doll, 1986; Romberg, 1984; Romberg et al, 1987; Sawada and Caley, 1985) for building a new educational paradigm. These scholars in turn were following the tracks laid out by general system theorists (Ackoff, 1974; Bertalanffy, 1968) and later the nonlinear system theory of Prigogine (1977, 1980, 1984).

They have used the concepts of self-organizationist writers like Prigogine in a variety of ways. They make their points about holism and self-organization clearly and in detail. However, the concept of unpredictability receives much less explanation and emphasis. Just how this unpredictability comes about is not clear and curious linkages indicate a need for further thought. For example, integrating holism and self-organization with a multi-causal model that is to be judged by its “predictive power” (Romberg et al, 1987) takes a stand that chaos theory would open to question.

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