I evaluate the degree of misclassification error when identifying job stayers in the Current Population Survey using the method proposed by Card and Hyslop (1997). I find that even though their method misclassifies approximately one-third of hourly workers, these errors do not substantially impact estimates of downward nominal wage rigidity, a common application.