After the disappointing experiences with complex ecological models in
the days of the International Biological Program, dynamic modelling ha
s never really recovered a convincing niche in applied ecology. Simple
generic models have become the tool par excellence for the developmen
t of theory. However, the popularity of these abstract theoretical mod
els among practical ecologists is marginal. It is argued that the anta
gonism against such models is largely due to a misconception about the
ir possible role in the process of unravelling the functioning of ecol
ogical communities. We discuss the pitfalls of analyzing the driving c
ausal relationships in real world ecosystems, and evaluate role for mi
nimal models in this context.