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Does bank efficiency influence the cost of credit?

Journal of Banking & Finance 2019 105, 62-73 open access
Using a large sample of firms from nine European countries, this study examines the relationship between bank efficiency and the cost of credit for borrowing firms. We hypothesize that bank efficiency – the ability of banks to operate at lower costs – is associated with lower loan rates and thus lower cost of credit. Combining firm-level and bank-level data, we find support for this prediction. The effect of bank efficiency on the cost of credit varies with firm and bank size. Bank efficiency reduces the cost of credit for SMEs, but does not exert a significant influence for either micro companies or large firms. Furthermore, the effect is driven by large banks, where improvements in bank efficiency tend to be strongly associated with lower cost of credit. We also find that lower bank competition facilitates the transmission of greater bank efficiency to lower cost of credit. Overall, our results indicate that measures that increase bank efficiency can foster access to credit.

Firm efficiency, foreign ownership and CEO gender in corrupt environments

Journal of Corporate Finance 2019 59, 344-360 open access
We study the effects of corruption on firm efficiency using a unique dataset of private firms from 14 Central and Eastern European countries from 2000 to 2013. We find that an environment characterized by a high level of corruption has an adverse effect on firm efficiency. This effect is stronger for firms with a lower propensity to behave corruptly, such as foreign-controlled firms and firms managed by female CEOs, while local firms and firms with male CEOs are not disadvantaged. We also find that an environment characterized by considerable heterogeneity in the perception of corruption is associated with an increase in firm efficiency. This effect is particularly strong for foreign-controlled firms from low corruption countries, while no effect is observed for firms managed by a female CEO.

Corporate efficiency in Europe

Journal of Corporate Finance 2015 32, 24-40 open access
Using a stochastic frontier model and a comprehensive dataset, we study factors that affect corporate efficiency in Europe. We find that (i) larger firms are less efficient than smaller firms, (ii) greater leverage contributes to corporate efficiency, and (iii) high competition is less conductive to efficiency than moderate or low competition. In terms of ownership, we find that (iv) efficiency increases when a majority owner must deal with minority shareholders and that (v) domestic majority owners improve efficiency more than foreign majority owners when no minority shareholders are present, but (vi) the opposite is true when minority shareholders hold a substantial fraction of the firm's equity. In the analysis, we distinguish between a pre-crisis period (2001–2008) and a post-crisis period (2009–2011), and find that our results are sensitive to the period of observation.

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.

Asymmetries in the Firm's use of debt to changing market values

Journal of Corporate Finance 2018 48, 542-555 open access
Using a sample of U.S. firms over the period, 1984 to 2013, this study examines the relation between market and book leverage ratios. Unlike Welch (2004) who contends that changes in market leverage do not induce adjustments in book leverage, we find an asymmetric effect. That is, firms adjust their book leverage only when the changes in market leverage are due to increases in equity values. No adjustment is observed when firm equity values decrease. Our results are consistent with Myers (1977) and Barclay et al. (2006) who argue that optimal debt levels decrease with corporate growth opportunities.

M&A Activity and the Capital Structure of Target Firms

Journal of Financial and Quantitative Analysis 2023 58(5), 2064-2095 open access
We study 6,083 European firms that were acquired between 1999 and 2015. Soon after the acquisition, the acquired firms promptly and substantially close the gap between their actual leverage ratios and their target (optimal) ratios. Firms that were over- (under-) leveraged at the start of their acquisition year move their debt-to-assets ratio from 34.1% to 20% (10% to 18.5%) by the end of the following year. Under-leveraged firms expand their assets rapidly following acquisition, as they gain improved access to investable resources. Our results are consistent with the trade-off theory of capital structure and with the existence of firm-specific target leverage ratios.