Job evaluation is used to establish pay for many workers in the United Stat
es and has been used to measure the extent of pay discrimination. However j
ob evaluations are subject to measurement error that can bias these estimat
es. Using computed reliability ratios to adjust for measurement error in a
study of Iowa state government jobs, we find that measurement errors exagge
rate the implied extent of discrimination against predominantly female jobs
by 34%-44%. Measurement errors also exaggerate the number of independent j
ob factors which affect pay. A practical procedure far making these correct
ions is illustrated.