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14 results

Credit constraints and investment in human capital: Training evidence from transition economies

Journal of Financial Intermediation 2014 23(1), 76-100
Using a unique survey database of 8265 firms from 25 transition economies, I find that lack of access to finance in general, and to bank credit in particular, is associated with significantly lower investment in on-the-job training. This effect is stronger in education-intensive industries and in industries facing good global growth opportunities. To address endogeneity issues, I use the structure of local credit markets as an instrument for credit constraints at the firm-level. In addition, in panel estimates, I control for the presence of unobserved firm-level heterogeneity, as well as for changes in macroeconomic conditions.

House Prices, Home Equity Borrowing, and Entrepreneurship

Review of Financial Studies 2015 28(8), 2399-2428
This paper shows that housing wealth helps alleviate credit constraints for potential entrepreneurs by enabling home owners to extract equity from their property and invest it in their business. Using a large U.S. individual-level survey dataset for the 1996–2006 period, we find that a 10% increase in home equity raises the share of individuals who transition into self-employment each year from 1% to 1.07%. Our results persist when we use proxies for aggregate housing demand shocks and for the topological elasticity of housing supply to generate variation in home equity that is orthogonal to entrepreneurial choice.

Venture Capital and Industry Structure: Evidence from Local US Markets

Review of Finance 2014 18(3), 1059-1096 open access
I use a panel of US manufacturing industries to test how venture capital (VC) affects the size distribution of business firms. The estimates suggest that an increase in the supply of VC affects positively mean firm size by increasing the relative share of medium-sized and larger firms. These results are robust to specifications that address the endogeneity in the supply of VC. The empirical evidence is consistent with the idea that VC promotes the “elitization” of firm entry.

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.

Exporting Sovereign Stress: Evidence from Syndicated Bank Lending during the Euro Area Sovereign Debt Crisis

Review of Finance 2015 19(5), 1825-1866
We show that after the start of the euro area sovereign debt crisis, lending by non-GIIPS European banks with sizeable holdings of GIIPS sovereign bonds declined relative to nonexposed banks. This effect is not driven by changes in borrower demand or by other shocks to banks’ balance sheets. We also find that affected banks withdrew from all foreign markets with the exception of the USA, suggesting an increase in home bias. The slowdown in lending continued after ECB’s LTRO in December 2011, but it was lower for banks that increased their risky exposures in the early stages of the crisis.

Political Cycles in Bank Lending to the Government

Review of Financial Studies 2021 34(6), 3138-3180
We study how political party turnover after German state elections affects banks’ lending to the regional government. We find that between 1992 and 2018, party turnover at the state level leads to a sharp and substantial increase in lending by local savings banks to their home-state government. This effect is accompanied by an equivalent reduction in private lending. A statistical association between political party turnover and government lending is absent for comparable cooperative banks that exhibit a similar regional organization and business model. Our results suggest that political frictions may interfere with government-owned banks’ local development objectives.

House Prices, Home Equity Borrowing, and Entrepreneurship

Review of Financial Studies 2015 28(8), 2399-2428
This paper shows that housing wealth helps alleviate credit constraints for potential entrepreneurs by enabling home owners to extract equity from their property and invest it in their business. Using a large U.S. individual-level survey dataset for the 1996–2006 period, we find that a 10% increase in home equity raises the share of individuals who transition into self-employment each year from 1% to 1.07%. Our results persist when we use proxies for aggregate housing demand shocks and for the topological elasticity of housing supply to generate variation in home equity that is orthogonal to entrepreneurial choice.

A Lost Generation? Education Decisions and Employment Outcomes during the US Housing Boom-Bust Cycle of the 2000s

American Economic Review 2016 106(5), 630-635
We exploit regional variations in U.S. house price fluctuations during the boom-bust cycle of the 2000s to study the impact of the housing cycle on young Americans' choices related to education and employment. We find that in MSAs which experienced large increases in house prices between 2001 and 2006, young adults were substantially more likely to forego a higher education and join the workforce, lowering skill formation. During the bust years, the young, especially those without higher education, were more likely to be unemployed in areas which experienced higher declines in house prices.

Credit shocks, employment protection, and growth:firm-level evidence from spain

Journal of Banking & Finance 2023 152, 106850 open access
We exploit a provision in Spanish labor laws whereby employment protection is more stringent for firms with 50+ employees. Firm-level evidence suggests that during the credit crunch of 2008-09, healthy firms with less than 50 employees borrowing from troubled banks grew faster in sectors where production factors were sufficiently substitutable. This effect is made possible by firms’ substituting labor for capital when the rental cost of capital increases. Our analysis sheds new light on the importance of labor regulation and the technological substitutability of the factors of production in enabling firms to adjust to financial shocks.

Venture capital and new business creation

Journal of Banking & Finance 2013 37(12), 4695-4710
Using a comprehensive database of firms from 21 European countries over the period 1998–2008, we find that venture capital investment has a positive effect on the rate of new business creation. This is especially true in countries with higher entry costs, higher protection of intellectual property rights, and lower taxes on capital gains. Our results suggest that, controlling for country and industry characteristics, venture capital is beneficial to bringing new ideas to the marketplace in the shape of new companies.