This paper analyzes the effects of demand shifts within and between local labor markets on unemployment and employment … between-industry and within-industry components. Some firm-level evidence on job applicants, training and wage and employment … large fractions of the observed variation in unemployment and employment rate levels and changes across markets. Within …