Vote-based measures of partisanship have had a huge impact on the recieved
wisdom about parties in the U.S. Congress. This article employs a cutpoint
model to analyze how five such measures respond to changes in preference di
stributions and to different forms of behavior: party-based discipline and
nonpartisan or undisciplined behavior. Three sets of findings are central t
o ongoing research about parties in legislatures (1) The well-known and wid
ely used party-voting score cannot discriminate between polar types of beha
vior. (2) All five measures encourage erroneous inferences of party discipl
ine when only intraparty preference homogeneity may be present. (3) Of the
tour measures that can discriminate between partisan and nonpartisan behavi
or, historic congressional averages are often nominally high on a 0-100 sca
le, however, the averages tend to be closer to no-discipline expectations t
han to party-discipline expectations. Cumulatively, these findings suggest
that, labels notwithstanding, vote-based measures of partisanship are ineff
ective instruments for detecting genuine party-based voting, party strength
and leadership support.