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3 Issuing costs of state guaranteed bonds - Financial Risk and ...

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4 Impact <strong>of</strong> <strong>state</strong> <strong>guaranteed</strong> <strong>bonds</strong> on bank lending, funding <strong>and</strong> pr<strong>of</strong>itability performance<br />

Interestingly, however, the inclusion <strong>of</strong> asset risk in the leverage model leads to the coefficient on<br />

size to become insignificant. This suggests that size was proxying for the riskiness <strong>of</strong> bank assets,<br />

which is the underlying driver <strong>of</strong> leverage.<br />

Another robustness test, shown in Table 24, columns 5, was to add macroeconomic control<br />

variables to the main empirical specifications. The signs <strong>and</strong> significance <strong>of</strong> the impact <strong>of</strong> <strong>state</strong><br />

guarantees variables are consistent with the main impacts in these results. Furthermore, the<br />

majority <strong>of</strong> the macroeconomic variables operate in the expected directions. Leverage increases<br />

with the long-term rate <strong>and</strong> the interbank rate, <strong>and</strong> decreases with the short-term rate. Somewhat<br />

counter-intuitively though, the results show that leverage decreases with GDP growth <strong>and</strong><br />

increases with volatility, though the latter effect is small.<br />

Finally, the main empirical specifications were re-estimated with banks' Tier 1 Capital as a<br />

proportion <strong>of</strong> risk weighted assets as an alternative measure <strong>of</strong> leverage. The estimation results <strong>of</strong><br />

these models are provided in Table 24, columns 7-8. The signs <strong>and</strong> significance <strong>of</strong> the impact <strong>of</strong><br />

<strong>state</strong> guarantees variables are consistent with the results on the main impacts also.<br />

108

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