The eastern stock of gemfish in south-eastern Australia is currently assess
ed to be overfished and to be depleted below the performance criterion esta
blished by the Australian Fisheries Management Authority (AFMA). Assessment
s of the stock indicate that there was a substantial decline in abundance d
uring the late 1970s and early 1980s and that the year classes spawned at t
he end of the 1980s were much weaker than expected from the (estimated) sto
ck-recruitment relationship. The performances of a variety of alternative m
anagement procedures are contrasted. The factors considered in the operatin
g models include uncertainty about historical catches, the comparability of
recent survey estimates, the form of the stock-recruitment relationship, w
hether variations in recruitment about the stock-recruitment relationship a
re auto-correlated, and the quantity and quality of the data available for
assessment purposes. The management procedures differ in terms of their dat
a needs (survey data only, survey and age-composition data) and their targe
t levels. The results indicate that, even though yields from the fishery ar
e likely to be low, the benefits of conducting annual surveys exceed the co
sts. The value of collecting age-composition data is less clear. Management
procedures based on Virtual Population Analysis achieve more variable catc
hes and are less likely to satisfy AFMA performance criteria than managemen
t procedures based on a Schaefer production model, but they achieve higher
levels of "guaranteed" catch for the industry. (C) 1999 International Counc
il for the Exploration of the Sea.