Growth index (GI) is a measure of plant dry weight produced per unit o
f land area per day (grams per square meter per day). The objective of
this study was to elucidate the inheritance pattern of GI for pearl m
illet [Pennisetum glaucum (L.) R. Br.]. A generation means analysis wa
s conducted to determine the relative importance of additive, dominanc
e, heterotic, and additive x additive epistatic genetic effects for GI
. Two elite open-pollinated and three landrace varieties of pearl mill
et were mated, and the parents, parents selfed, F(1)s, F(1)s selfed, a
nd F(1)s random mated were evaluated in 1990 and 1991 at the Internati
onal Crops Research Institute for the Semi-Arid Tropics, near Hyderaba
d, India. Traits measured were GI at 10 d after bloom date (GI1) and a
t maturity (GI2), bloom date, biomass, harvest index, and plant height
. The fully fitted genetic model for the generation means explained fr
om 88 to 95% of the variation among the generations sum of squares for
the various traits. Additive effects accounted for the largest propor
tion of the variation among generation means for all traits except GI2
and biomass, where additive x additive epistatic effects were of grea
test importance. Even though inheritance patterns for GI1 and GI2 were
dissimilar, a breeding method that emphasizes selection for additive
genetic effects should be suitable for improving them.