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This article evaluates the effect of the overdraft facility (or line of credit) policy by comparing a large sample of overdraft facilitated firms and matched non-overdraft facilitated firms from Eastern Europe at the sector level. The sample firms are compared with respect to rates of different performance indicators including: technical efficiency (a Data Envelopment Analysis approach is applied to estimate the technical efficiency level for individual sectors), production workers trained, expenditures on research and development, and export activity. In order to avoid the selectivity problem, propensity score matching methodologies are adopted. The results suggest that a certain level of overdraft facility provided to firms would be needed to stimulate investment in research and development, which will eventually result in increased growth in productivity.

Access to Finance --- Bootstrapping --- Data Envelopment Analysis (DEA) --- Debt Markets --- Economic Theory & Research --- Environmental Economics & Policies --- Finance and Financial Sector Development --- Labor Policies --- Overdraft Facility Policy --- Private Sector Development --- Propensity Score Matching --- Technical Efficiency