The Magyar Nemzeti Bank (the central bank of Hungary) introduced a "funding for lending" type loan program aimed at small and medium sized enterprises (SMEs) in mid-2013. We combine firms' balance sheet data with two loan data sets to study the program's impact on firm level investment in 2013....

This paper investigates motives of banks to borrow funds from the ECB through its first two series of targeted longer-term refinancing operations (TLTROs) allotted between September 2014 and March 2017. We quantify that the top-three parameters that determine banks' take-up decisions are the...

This paper investigates motives of banks to borrow funds from the ECB through its first two series of targeted longer-term refinancing operations (TLTROs) allotted between September 2014 and March 2017. We quantify that the top-three parameters that determine banks' take-up decisions are the...

We study the effects of a Danish wage subsidy program for highly educated workers on the labor market outcomes of the persons participating in the program and on the performance of the firms that hired these subsidized workers. Using data on the population of program participants, both...

In practice, social and development interventions are often targeted at groups or individuals with the largest expected benefits. In such cases, treatment effects are usually affected by selection on unobservable factors. We show that modeling the process of selective intervention placement...

This paper uses the control function to develop a framework for testing for selection bias. The idea behind our framework is if the usual assumptions hold for matching or IV estimators, the control function identifies the presence and magnitude of potential selection bias. Averaging this...

Small Business Administration (SBA) loans have long been one of the most significant policy interventions in the U.S. affecting firm behavior, but little is known about their outcomes. This paper estimates the effects on employment using a list of all SBA loans linked to annual data on all U.S....

Small Business Administration (SBA) loans have long been one of the most significant policy interventions in the U.S. affecting firm behavior, but little is known about their outcomes. This paper estimates the effects on employment using a list of all SBA loans linked to annual data on all U.S....

This paper uses the control function to develop a framework for testing for selection bias. The idea behind our framework is if the usual assumptions hold for matching or IV estimators, the control function identifies the presence and magnitude of potential selection bias. Averaging this...

We study the effects of a Danish wage subsidy program for highly educated workers on the labor market outcomes of the persons participating in the program and on the performance of the firms that hired these subsidized workers. Using data on the population of program participants, both...