Page 1 of 1

Measuring and explaining learning effects of modeling

Posted: Sat Jan 22, 2005 12:06 pm
by Martin Schaffernicht martin utal
Posted by Martin Schaffernicht <martin@utalca.cl>
Hi,

it is usually accepted that modeling triggers learning, this is to say:
the modeler's mental model changes as effect of the activity
""modeling"". It wonder if this has been measured. I found studies that
looked for mental model changes of ""simulating"" (secifically ""Measuring
Change in Mental Models of Dynamic Systems: An Exploratory Study"" by
James K. Doyle, Michael J. Radzicki and W. Scott Trees), also studies of
attitute changes during group model building. There is material about
""systems thinking"", however this is ""learning II"" : about the way people
approach situations, not about mental models of the problem/situation.

There are two questions:
- has someone assessed mental model changes triggered by ""modeling""?
- is there a particular theory of ""learning"" that would be used for
predicting learning effects of (SD) modeling?

Thanks for your help,

Martin Schaffernicht
Universidad de Talca - Chile
Posted by Martin Schaffernicht <martin@utalca.cl>
posting date Sat, 22 Jan 2005 13:29:47 +0100

Measuring and explaining learning effects of modeling

Posted: Mon Jan 24, 2005 11:22 am
by John Gunkler jgunkler sprintmail
Posted by ""John Gunkler"" <jgunkler@sprintmail.com>


You might take a look at David Ausubel's theory of learning. I won't do it
justice in a couple of sentences, of course, but he was the first (I think)
to put forth the idea of ""mental Velcro."" It is a similarity theory -- you
easily learn things that are related to what you already know. The
likelihood that new information will be retained is related to how much
previous learning there is that provides ""hooks"" on which to hang the new
information. He advocated teaching principles most teachers use today --
like giving people preview or outline information (building some hooks)
before hitting them with more detail, like introducing new learning by
talking about how it is like and unlike something else.

His ""hooks"" seem to me to be much like parts of mental models. It would
predict, for example, that change in one's mental model happens more readily
when you have a mental model similar to the one you're trying to learn; that
evolution of mental models is the norm, not revolution (much like Thomas
Kuhn's idea); and that it will be easier to change a mental model after you
become more consciously aware of its structure.

Posted by ""John Gunkler"" <jgunkler@sprintmail.com>
posting date Sun, 23 Jan 2005 07:27:54 -0600

Measuring and explaining learning effects of modeling

Posted: Tue Jan 25, 2005 12:43 pm
by Jonah jfogel utk.edu
Posted by ""Jonah"" <jfogel@utk.edu>
You might also take a look at schema theory as it is applied to learning and
social movements. I'm using it for my dissertation...I'm using cognitive
mapping to measure the effect of a Group Modeling intervention.

Also, thanks for the great question. I'd be interested to know about
additional resources that attempt to measure learning myself.


Be well,

Jonah Fogel
PhD Graduate Research Assistant
University of Tennessee,
Forestry, Wildlife, and Fisheries
Posted by ""Jonah"" <jfogel@utk.edu>
posting date Mon, 24 Jan 2005 08:29:47 -0500

Measuring and explaining learning effects of modeling

Posted: Wed Jan 26, 2005 4:11 pm
by richarp bellsouth.net
Posted by <richarp@bellsouth.net>
I too am using cognitive mapping to measure the difference in how students receiving
systems-based instruction interpret information about complex systems differently from
students in more conventional programs. It seems to me that a key advantage of
systems-based instruciton is how it changes the way in which students interpret
information. Cognitive maps seems to be a good tool for measuring change.

I can provide some useful sources on cognitive mapping to anyone interested, and
I'd be interested in any sources on the subject that anyone else found particularly
useful.

Cheers,
Richard
Posted by <richarp@bellsouth.net>
posting date Tue, 25 Jan 2005 10:17:24 -0500

Measuring and explaining learning effects of modeling

Posted: Thu Jan 27, 2005 5:43 pm
by Jonah jfogel utk.edu
Posted by ""Jonah"" <jfogel@utk.edu>
Richard,
I'd love to see what you've been collecting.

One article I found useful my project...

Markóczy, Lívia, and Jeff Goldberg. ""A Method for Eliciting and Comparing
Causal Maps."" Journal of Management: Elsevier Science Publishing Company,
Inc., 1995. 305. Vol. 21.

..because they give a good introduction to a data collection and some
analysis techniques...

JonahPosted by ""Jonah"" <jfogel@utk.edu>
posting date Wed, 26 Jan 2005 13:53:35 -0500