This paper examines how employee earnings respond to a one-time cash flow shock in the form of a government R&D grant. In a regression discontinuity design, we find that the grant immediately increases average annual employee-level earnings by 2.9%. This benefit accrues only to incumbent employees and rises with job tenure. The grant also affects firm growth, but the initial wage patterns do not appear to reflect growth or productivity. Instead, the evidence supports implicit equity financing within the firm, where employees initially accept lower wages from financially constrained firms and earn more when the firm has ability to pay.

This paper estimates the effect of privatization on multifactor productivity using comprehensive panel data on initially state‐owned manufacturing firms in four economies. We exploit the data’s longitudinal dimension to control for preprivatization selection and estimate long‐run impacts. The estimates are robust to functional form but sensitive to selection controls. Our preferred random growth estimates imply positive multifactor productivity effects of 15 percent in Romania, 8 percent in Hungary, and 2 percent in Ukraine, but a −3 percent effect in Russia. The foreign privatization effect is larger (18–35 percent) in all countries. Positive domestic effects appear immediately in Hungary, Romania, and Ukraine and continue growing thereafter, but emerge only five years after privatization in Russia.

We analyze linked databases on all SBA loans and lenders and on all U.S. employers to estimate the effects of financial access on employment growth. Estimation exploits the long panels and variation in local availability of SBA‐intensive lenders. The results imply an increase of 3–3.5 jobs for each million dollars of loans, suggesting real effects of credit constraints. Estimated impacts are stronger for younger and larger firms and when local credit conditions are weak, but we find no clear evidence of cyclical variation. We estimate taxpayer costs per job created in the range of 21,000–25,000.