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The effect of the term auction facility on the London interbank offered rate

Journal of Banking & Finance 2017 83, 135-152
The Term Auction Facility (TAF), the first auction-based liquidity initiative by the Federal Reserve during the global financial crisis, was aimed at improving conditions in the dollar money market and bringing down the significantly elevated London interbank offered rate (Libor). The effectiveness of this innovative policy tool is crucial for understanding the role of the central bank in financial stability, but academic studies disagree on the empirical evidence of the TAF effect on Libor. We show that the disagreement arises from mis-specifications of econometric models. Regressions using the daily level of the Libor-OIS spread as the dependent variable miss either the permanent or temporary TAF effect, depending on whether the dummy variable indicates the events of the TAF or the regimes before and after an TAF event. Those regressions also suffer from the unit-root problem and produce unreliable test statistics. By contrast, regressions using the daily change in the Libor-OIS spread are robust to the persistence of the TAF effect and the unit-root problem, consistently producing reliable evidence that the downward shifts of the Libor-OIS spread were associated with the TAF. The evidence indicates the efficacy of the TAF in helping the interbank market to relieve liquidity strains.

Cash holdings between public and private insurers ‒ a partial adjustment approach

Journal of Banking & Finance 2017 82, 80-97
Cash holdings of financial institutions, especially private firms, have been understudied in existing literature. This paper fills that gap by examining the cash holdings of US property-liability insurers in order to analyze the difference in cash holdings and cash adjustments between public and private stock insurers and between mutual and stock insurers within the private insurer category. We find that public insurers hold much less cash than private stock insurers, which differs from the findings for non-financial firms. Additionally, we find that mutual insurers hold less cash than private stock insurers. Public insurers adjust their cash holdings much faster toward their target cash levels than private stock insurers do when facing an extreme cash shortfall, but their adjustment speed is indifferent from that of private stock insurers when both having excess cash. Mutual insurers are able to adjust cash holdings slightly faster than private stock insurers when there is an extreme cash shortfall but are indifferent in adjustment speed from private stock insurers when having excess cash in hand. Overall, our results are more consistent with the financing frictions hypothesis of cash holdings and are inconsistent with the owner-manager agency problems of free cash flow.

Reprint of: The asymmetric effect of international swap lines on banks in emerging markets

Journal of Banking & Finance 2017 83, 153-172
This paper investigates the effect of international swap lines on stock returns using data from banks in emerging markets. The analysis first shows that swap lines by the Swiss National Bank (SNB) had a positive impact on bank stocks in Central and Eastern Europe. It then highlights the importance of individual bank characteristics in identifying the asymmetric effect of swap lines on bank stocks. Bank-level evidence suggests that stock prices of local and less-well capitalized banks as well as banks with high foreign currency exposures and high reliance on short-term funding responded more strongly to SNB swap lines. This new evidence is consistent with the view that swap lines not only enhanced market liquidity but also reduced risks associated with micro-prudential issues.

Helping hands or grabbing hands? An analysis of political connections and firm value

Journal of Banking & Finance 2017 80, 71-89
We construct a unique political connection index to capture variations in the strength of firm political relations in China. The index incorporates various channels through which a firm's executives, chairperson, directors, and other senior officers are politically connected with government officials and bureaucrats. Overall, there is a negative relation between our index and firm value for the full sample, but such negative relation mainly exists for state-owned enterprises (SOEs) and it becomes positive for non-SOEs. Furthermore, close examination shows an inverted U-shaped relation between political connections and firm value for the full sample in general and for non-SOEs in particular: Firm value increases initially at a lower level of connections and then begins to decrease at a higher level. The findings are consistent with the different business objectives and motivations of SOEs and non-SOEs in seeking political connections. Finally, our findings are robust after controlling for potential endogeneity and using an alternative headcount index construction method.

Does bank competition reduce cost of credit? Cross-country evidence from Europe

Journal of Banking & Finance 2017 83, 104-120 open access
Despite the extensive debate on the effects of bank competition on economic welfare and growth, only a handful of single-country studies deal with the impact of bank competition on the cost of credit. We contribute to the literature by investigating the impact of bank competition on the cost of credit in a cross-country setting. Using a panel of firms from 20 European countries covering the period 2001–2011, we consider a broad set of measures of bank competition, including two structural measures (Herfindahl–Hirschman index and CR5), and two non-structural indicators (Lerner index and H-statistic). We find that bank competition increases the cost of credit and observe that the positive influence of bank competition is stronger for smaller companies. Our findings accord with the information hypothesis, whereby a lack of competition incentivizes banks to invest in soft information and conversely increased competition raises the cost of credit. This positive impact of bank competition is however influenced by the institutional and economic framework, as well as by the crisis.

Special purpose entities and bank loan contracting

Journal of Banking & Finance 2017 74, 133-152
In this study, we show that a firm's use of special purpose entities (SPEs) is associated with unfavorable loan contract terms, including higher loan rates, collateral requirements, and restrictive covenants. Further analyses suggest that the association between the use of SPEs and unfavorable loan contract terms is primarily due to the increase in the information risk faced by lenders, as firm managers can easily use SPEs to manipulate earnings and hide losses. Specifically, we find that the use of SPEs has a more pronounced effect on increasing the cost of loans and causing more stringent non-price loan terms when managers have a stronger incentive to manipulate earnings and when banks have less knowledge about the SPE sponsor firms due to the lack of prior lending relationship. In addition, we find that the use of SPEs is associated with a greater likelihood of accounting restatements and greater information asymmetry between inside managers and outside capital suppliers.

Assessing the effects of unconventional monetary policy and low interest rates on pension fund risk incentives

Journal of Banking & Finance 2017 77, 35-52 open access
This study quantifies the effects of persistently low interest rates near to the zero lower bound and unconventional monetary policy on pension fund risk incentives in the United States. Using two structural vector autoregressive (VAR) models and a counterfactual scenario analysis, the results show that monetary policy shocks, as identified by changes in Treasury yields following changes in the central bank's target interest rates, lead to a substantial increase in pension funds’ allocation to equity assets. Notably, the shift from bonds to equity securities is greater during the period where the US Federal Reserve launched unconventional monetary policy measures. Additional findings show a positive correlation between pension fund risk-taking, low interest rates and the decline in Treasury yields across both well-funded and underfunded public pension plans, which is thus consistent with a structural risk-shifting incentive.

Equity index variance: Evidence from flexible parametric jump–diffusion models

Journal of Banking & Finance 2017 83, 85-103 open access
This paper analyzes a wide range of flexible drift and diffusion specifications of stochastic-volatility jump–diffusion models for daily S&P 500 index returns. We find that model performance is driven almost exclusively by the specification of the diffusion component whereas the drift specifications is of second-order importance. Further, the variance dynamics of non-affine models resemble popular non-parametric high-frequency estimates of variance, and their outperformance is mainly accumulated during turbulent market regimes. Finally, we show that jump diffusion models yield more reliable estimates for the expected return of variance swap contracts.

Corporate investment and bank-dependent borrowers during the recent financial crisis

Journal of Banking & Finance 2017 78, 164-180 open access
We use the recent financial crisis period to analyse the effect of bank credit tightening on firm investment. We derive a new set of credit tightening indexes from the ECB Bank Lending Survey. Combining these with annual balance sheet data from Germany, France, Italy, Spain, Belgium and Portugal, we exploit the heterogeneity in the dependence on bank finance of different industries to identify real effects of credit tightening. We show that in response to tightening, investment falls substantially more in bank-dependent industries.

The effect of bank capital on lending: Does liquidity matter?

Journal of Banking & Finance 2017 77, 95-107
This paper uses a sample of quarterly observations of insured US commercial banks to examine whether the effect of bank capital on lending differs depending upon the level of bank liquidity. We find that the effect of an increase in bank capital on credit growth, defined as growth rate of net loans and unused commitments, is positively associated with the level of bank liquidity only for large banks and that this positive relationship has been more substantial during the recent financial crisis period. This result suggests that bank capital exerts a significantly positive effect on lending only after large banks retain sufficient liquid assets.