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A friend in need is a friend indeed: Allocation and demand in IPO bookbuilding

Journal of Financial Intermediation 2009 18(2), 284-310
This paper uses proprietary data on European IPOs with detailed information on the demand at different points of time and allocation for institutional and retail investors. The nature of the data allows us to analyze the reason of why institutional investors as a group get more allocations of underpriced issues than retail investors. By explicitly examining institutional and retail demand for different kinds of stocks, we find that this is due to institutional investors' superior ability to detect underpriced stocks rather than the underwriter's preferential treatment. At the same time, the subset of domestic institutional investors supports the underwriter in issues with weak demand and receives in turn favorable allocations in underpriced issues.

What do a million observations have to say about loan defaults? Opening the black box of relationships

Journal of Financial Intermediation 2017 31, 1-15
Using a unique dataset of more than 1 million loans made by 296 German banks, we evaluate the impact of many aspects of customer–bank relationships on loan default rates. Our research suggests a practical solution to reducing loan defaults for new customers: Have the customer open a simple transactions account – savings or checking account. Observe for some time and then decide whether to make a loan. Loans made under this model have lower default, as banks can use historical data about their borrowers to establish a baseline against which new client-related information can be evaluated. Banks assemble this historical information through relationships of different forms. We define relationships in many different ways to capture non-credit relationships, transaction accounts, as well as the depth and intensity of relationships, and find each of these can provide information that helps reduce default – even establishing a simple savings or checking account and observing the activity prior to loan granting can help reduce loan defaults. Our results show that banks with relationship-specific information act differently compared with banks that do not have this information both in screening and subsequent monitoring borrowers which helps reduce loan defaults.

Do credit shocks affect labor demand? Evidence for employment and wages during the financial crisis

Journal of Financial Intermediation 2018 36, 16-27
We study the impact of exogenous funding shocks to German savings banks during the U.S. subprime mortgage crisis on the labor decisions of 30,000 + private and public firms in Germany. We find that firms with credit relationships with affected banks experience a significant decline in labor demand relative to firms with credit relationships with healthy banks, manifested in a simultaneous reduction in firm-level employment and average wages. The employment effect is more pronounced in larger firms, while the wage effect is stronger in smaller firms. Both employment and wages go back to pre-shock levels three years after the shock.