The first step in a ruggedness test is the selection of factors to be exami
ned and their levels. In this paper, both topics are discussed, thereby com
pleting a strategy described earlier. It is demonstrated, by means of some
examples, that depending on the formulation (definition) of a factor, infor
mation that is physically more or less meaningful is extracted from the exp
erimental design results. Among others, the inclusion of the compounds of a
buffer and of the components of a mixture in a screening design were exami
ned. A general guideline to select the levels of the factors in a ruggednes
s test was proposed. Some special cases? i.e. asymmetric intervals around t
he nominal level, were also discussed. (C) 1998 Elsevier Science B.V. All r
ights reserved.