The development of crop and soil process models, and their incorporati
on into decision support systems (DSSs) for the practical management o
f agricultural production, have made a significant contribution to the
focus and integration of research by agricultural scientists. However
, such DSSs should not necessarily be used as vehicles for communicati
ng with other groups, such as farmers, with a view to effecting direct
ed change in their behaviour. Other, sometimes more effective and effi
cient (and often more enjoyable and elegant) models are available. The
historical, and seemingly unwarranted, escalation of organisational c
ommitment to the provision of agricultural DSSs appears to have been b
ased on a fundamental category mistake of confusing process models (fo
r professional research) with model-based DSSs (intended as a guide to
practical action). This escalation of commitment has had substantial
implications for the design and implementation of both modelling and D
SS projects, and has precluded the development of distinctive criteria
for evaluating DSS success. Design issues for DSSs include: the need
for an analytical phase in DSS development to deconstruct professional
models, resolution, validation and appropriateness in relation to int
ended purpose, in order to avoid over-engineered solutions; its contri
bution to communication practice; and the role of professional respons
ibility. The SIRATAC cotton pest management system, used in Australia
between 1980 and 1993, is presented as a case study. Copyright (C) 199
6 Published by Elsevier Science Ltd