Maps and Models in System Dynamics: A Response to Coyle
By Rogelio Oliva, J.B. Homer
Winter, 2001
System Dynamics Review, Vol. 14, #4, pp. 347-355
Abstract
Geoff Coyle has recently posed the question as to whether or not there may be situations in which computer simulation adds no value beyond that gained from qualitative causal-loop mapping. We argue that simulation nearly always adds value, even in the face of significant uncertainties about data and the formulation of soft variables. This value derives from the fact that simulation models are formally testable, making it possible to draw behavioral and policy inferences reliably through simulation in a way that is rarely possible with maps alone. Even in those cases in which the uncertainties are too great to reach firm conclusions from a model, simulation can provide value by indicating which pieces of information would be required in order to make firm conclusions possible. Though qualitative mapping is useful for describing a problem situation and its possible causes and solutions, the added value of simulation modeling suggests that it should be used for dynamic analysis whenever the stakes are significant and time and budget permit.
Keywords
Geoff Coyle, Simulation, System Dynamics
http://dx.doi.org/10.1002/sdr.224
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