Data for milk yield and bovine somatotropin (bST) injections were obta
ined for 92,463 lactations of 51,986 Holstein cows in 222 commercial d
airy herds that had used bST during the previous 3 yr. The overall rat
e of bST usage in these herds was 29%, and little difference occurred
across lactations. A slightly higher percentage of cows with a low pre
treatment phenotypic milk yield received bST, but there was no relatio
nship between bST usage rate and the genetic potential of the cows, as
measured by the PTA for milk of the sire. The mean starting date of b
ST administration was 147 d of lactation. Breeding values were estimat
ed using three different animal models. In the first model, all data r
egarding bST injection were ignored. The second model included a fixed
effect of bST injection (0 or 1 for each lactation). In the third mod
el, data for bST injection were used to define management groups such
that cows within a particular herd, year, and season of calving that r
eceived bST during the lactation were in a different management group
from their contemporaries that did not receive bST. Correlations for E
BV between sire and cow either ignoring bST or treating bST as a fixed
effect were >0.999, and approximately 98% of selected individuals wer
e chosen under both models. Use of bST information to define the manag
ement groups resulted in correlations >0.99; the EBV from models that
either ignored bST or treated bST as a fixed effect had 92 to 95% of t
he selected individuals chosen by the other two models. The genetic co
rrelation between lactation milk yield with and without bST treatment,
which was estimated using a multiple-trait model, was 0.98, which ind
icated minimal interaction of genotype and bST. In general, bST treatm
ent had little impact on the genetic selection decisions in this study
.