Considerable effort has been spent documenting correlations between di
oecy and various ecological and morphological traits for the purpose o
f testing hypotheses about conditions that favor dioecy. The data anal
yzed in these studies, with few exceptions, come from local floras, wi
thin which it was possible to contrast the subsets of dioecious and no
ndioecious taxa with regard to the traits in question. However, if the
re is a strong phylogenetic component to the presence or absence of di
oecy, regional sampling may result in spurious associations. Here, we
report results of a categorical multivariate analysis of the strengths
of various associations of dioecy with other traits over all flowerin
g plants. Families were scored for presence of absence of monoecy or d
ioecy, systematic position, numbers of species and genera, growth form
s, modes of pollination and dispersal, geographic distribution, and tr
ophic status. Seven percent of angiosperm genera (959 of 13,500) conta
in at least some dioecious species, and approximate to 6% of angiosper
m species (14,620 of 240,000) are dioecious. The most consistent assoc
iations in the data set relate the presence of dioecy to monoecy, wind
or water pollination, and climbing growth. At both the family and the
genus level, insect pollination is underrepresented among dioecious p
lants. At the family level, a positive correlation between dioecy and
woody growth results primarily from the association between dioecy and
climbing growth (whether woody or herbaceous) because neither the tre
e nor the shrub growth forms alone are consistently correlated with a
family's tendency to include dioecious members. Dioecy appears to have
evolved most frequently via monoecy, perhaps through divergent adjust
ments of floral sex ratios between individual plants. Monoecy itself i
s related to abiotic pollination and climbing growth as revealed by mu
ltivariate analysis. Dioecy and monoecy are concentrated in the less a
dvanced superorders of Thorne (1992) and subclasses of Cronquist (1988
). The frequency of dioecy found in a local flora therefore reflects t
he level of dioecy in its particular pool of families as much as, or m
ore than, local selective factors. The positive associations of dioecy
with abiotic pollination and monoecy are related to floral developmen
tal and morphological attributes, as is the negative association with
bird and bat pollination; the positive association of dioecy with clim
bing growth is tentatively explained in terms of differential selectio
n for optimal resource allocation to sexual function. If rapid upward
growth is at a premium in climbers and if fruit set at least temporari
ly inhibits growth or requires the production of thicker, more