The reaction of Michael Ayers and Sandi Dinger to Michael Levenhagen's posting
seems to be a problem of semantics. In the cognitive psychology of expertise
[e.g., Ericsson 1996 The Road to Excellence. Erlbaum], cognitive "operations"
and "rules", do not have the meanings that Ayers and Dinger interpreted. It is
not possible to perform well while thinking about every operational step that
you are taking, for example, while driving a race car. The operational steps
need to be so well-practiced that they are second nature, automatic responses.
The fact that I can walk or drive or negotiate a contract without thinking
about the steps does NOT make me a computer. What it does do is free up limited
cognitive resources that enables me to think strategically, creatively, to
question motivations and assumptions. This "higher" level of thinking "about
what we are doing" seems to be that which Ayers and Dinger were referring.
Rules: Anderson [1982] explains the acquisition of expertise as knowledge
compilation, a move from declarative knowledge (a semantic network of
interconnected concepts) to procedural knowledge (a set of "production rules"
for problem-solving). The rules are cause-effect relations, often cast as
if-then statements such as: If industry capacity greatly exceeds demand, then
there will be price cutting. One way experts differ from novices (most of our
students) is by drawing on a large set of such rules to zero in on what is
important in a problem.
To become better "thinkers", students need to extend both the depth and breadth
of their knowledge. We give them functional courses to increase depth and
general management and strategy courses to "integrate" breadth. More knowledge
helps to remove the blinders of selective perception (Dearborn & Simon 1958)
and expand "bounded rationality"(Simon). Levenhagen and I and others (such as
Herb Simon) suggest that (in my words) there is some critical mass of knowledge
that needs to be present before creativity and self-guided learning can occur.
In my view, we have to bring students up to some minimum speed before they will
be able to continue learning on their own. Teaching them how to learn is NOT
enough -- they must have a set of basic facts and cause-effect relations on
which to build. How big that minimum set is would be a good topic for
discussion.
In recent work, Ravi Madhavan (U. Illinois Champagne) and I propose that
expert-level strategic thinking develops with deliberate practice with numerous
strategic problems, IF there is progressively complex problem solving and
disciplined follow-up reviews. Case studies are ONE way of providing numerous
managerial problems, but it is critical that they be staged in increasing
difficulty. To LEARN requires feedback, from other students and professors, so
that "wrong" rules don't become encoded, excuse me, ingrained. The higher level
WHY thinking and discussion helps to pull it all together.
If any of the above seems to put my words into other people's mouths, including
my co-author, please do not interpret it that way, because that was not my
intention.
I hope that this brief discourse helped to bridge the apparent semantic gap and
promotes more effective teaching based on research in cognitive psychology. For
many, your teaching is already right on target, but the cognitive findings help
to articulate and structure the underlying process. I believe that this topic
is critically important now because so many instructors are rushing off to
teach via Internet without fully appreciating how the learning is going to
improve or suffer or how that their teaching needs to be adapted to be most
effective in a different mode.
--
Prof. John L. Naman naman+@pitt.edu