Genetic correlations provide useful information to plant breeders for
developing selection schemes. Genetic correlations among yield and yie
ld components (panicle number, panicle weight, panicle length, primary
branches, and plant height) for U.S. southern long-grain rice (Oryza
sativa L.) have not been reported. The objectives of this work were to
estimate and use genetic correlations in developing selection methodo
logies in rice breeding programs. In 1989, two 4 x 4 crossing factoria
ls (Design II) were completed, and the 32 F1 hybrids and the 16 parent
s were evaluated in 1990 at two Arkansas locations (Stuttgart and Mari
anna). Additive genetic and broad-sense genetic correlations were esti
mated. At both the additive and broad-sense genetic levels, yield was
positively correlated with panicle weight. Yield was negatively correl
ated with panicle number, but the effect was diminished at the broad-s
ense genetic level. Panicle weight was negatively correlated with pani
cle number. Path analysis, however, revealed positive direct effects f
or both panicle number and panicle weight on rice yield at both the ad
ditive genetic and broad-sense genetic levels, with panicle weight exh
ibiting larger direct effects on yield than panicle number. Selection
indices were developed from the additive genetic and phenotypic varian
ces and covariances. The selection indices indicated that selecting fo
r increased yield via selection for either panicle weight or panicle n
umber alone would be ineffective. A selection index that included sele
ction for both increased panicle weight and panicle number to increase
yield was estimated to be 91% as effective as selecting for yield dir
ectly.