We employ a unique dataset of 6,669 credit assessments for 3,542 small businesses by nine banks using an identical rating model over the period 2006-2011 to examine (i) to what extent loan officers use their discretion to smooth credit ratings of their clients, and (ii) to assess whether this...

We employ a unique dataset of 6,669 credit assessments for 3,542 small businesses by nine banks using an identical rating model over the period 2006-2011 to examine (i) to what extent loan officers use their discretion to smooth credit ratings of their clients, and (ii) to assess whether this...

We employ a unique dataset of credit assessments for 3,756 small businesses by nine banks using an identical rating model to examine (i) to what extent loan officers use their discretion to smooth credit ratings of their clients, and (ii) to assess whether this use of discretion is driven by...

Start-up firms often face difficulties in raising external funds. Employing a unique panel dataset covering 9,715 start-up firms over the period 2007-2009, we find that high-tech startups are less likely to use bank finance and face more difficulties in raising bank finance than low-tech...

Start-up firms often face difficulties in raising external funds. Employing a unique panel dataset covering 9,715 start-up firms over the period 2007-2009, we find that high-tech startups are less likely to use bank finance and face more difficulties in raising bank finance than low-tech...

Start-ups, especially those in high-tech industries, are an important force for innovation. They contribute to the competitive success of the economy, and help to create new jobs. Bank financing is the most important source of external credit for newly established firms. In the last two decades,...