This paper estimates the long-run effects on a county’s prime-age employment rate of labor demand shocks to both the county and its overlying commuting zone (CZ). These effects are allowed to vary with local “distress” (baseline employment rate of the county or CZ), and with the size of the demand shock. In more distressed CZs, a county’s employment rate is more affected by county or CZ shocks. As a result, targeting or reallocating jobs to more distressed CZs will tend to raise employment rates. If a county is relatively distressed compared to its CZ, targeting job shocks at that county has greater effects on county employment rates. Reallocating CZ jobs or job shocks toward more distressed counties within a CZ results in greater effects o...