Path analysis and multiple logistic regression with an extrabinomial v
ariation error term (to account for herd) were used to model seven pos
tpartum clinical disorders of dairy cows and factors related to the ca
lf. Data were from 7761 lactation records from 34 commercial herds in
the vicinity of Cornell University. Stillbirth increased the odds of d
eveloping metritis and retained placenta. The odds of developing dysto
cia and mastitis were lower when the sex of the calf was female. Howev
er, cows that twinned had increased odds of developing dystocia and re
tained placenta. Dystocia was related to an increase in the odds of re
tained placenta. Milk fever, dystocia, and ketosis each increased the
odds of developing left-displaced abomasum. Postpartum periods with dy
stocia, retained placenta, or ketosis had increased odds of metritis.
Two interaction terms involved parity: stillbirth for milk fever and r
etained placenta for ketosis. The extrabinomial variation error term c
ontributed to the fit in all models.