A model of self-selection in the labor market in the presence of priva
te information is developed. The model is used to explain the correlat
ion between the unemployment rate and the sectoral composition of empl
oyment first observed by Lilien. The model also generates a (nonexploi
table) Phillips curve, and is consistent with observed correlations be
tween hours and productivity. In addition, it is consistent with micro
-economic evidence on the behavior of sectoral wage dispersions over t
he cycle, and the absence of cyclicality associated with ''industry sw
itching.''