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The determinants of the number of banks: Empirical results ... - LEAD

The determinants of the number of banks: Empirical results ... - LEAD

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‣ Dependent variable:NB. Number <strong>of</strong> <strong>banks</strong> in relation with <strong>the</strong> firm during 2008.‣ Independent variables:Firm’s characteristicsFirm‟s characteristics describe opacity and quality <strong>of</strong> <strong>the</strong> firm, which refer to <strong>the</strong> first, and<strong>the</strong> fourth hypo<strong>the</strong>ses <strong>of</strong> <strong>the</strong> study. We define quality as <strong>the</strong> firm's ability to meet its debts.It‟s an inverse measure <strong>of</strong> its risk <strong>of</strong> default.Size. We use <strong>the</strong> logarithm <strong>of</strong> total assets. Based on <strong>the</strong> assumption <strong>of</strong> opacity <strong>of</strong> <strong>the</strong> firm,we expect a positive relationship between firm size and <strong>the</strong> <strong>number</strong> <strong>of</strong> <strong>banks</strong>. A large firmusually has large financing needs that can not be satisfied by a single bank.Age. We use <strong>the</strong> logarithm <strong>of</strong> <strong>the</strong> <strong>number</strong> <strong>of</strong> years since <strong>the</strong> establishment <strong>of</strong> <strong>the</strong> firm. Anold firm is less opaque than a young firm. We expect a positive relationship between firmage and <strong>the</strong> <strong>number</strong> <strong>of</strong> <strong>banks</strong>.LC. <strong>The</strong> legal structure is taken into account through a dummy variable taken <strong>the</strong> value 1when <strong>the</strong> firm is limited company and 0 if not. This choice is explained by <strong>the</strong> fact thateach company is obliged to regularly certify <strong>the</strong>ir financial statements.Leverage. It is corresponded to <strong>the</strong> value <strong>of</strong> total financial debt reported to <strong>the</strong> value <strong>of</strong>equity.Liquidity. We define <strong>the</strong> liquidity as <strong>the</strong> ratio <strong>of</strong> liquid assets to debt coming due in <strong>the</strong>near time. A significant liquidity is associated with a lower risk <strong>of</strong> default.Flexibility. Financial flexibility measures <strong>the</strong> ratio between gross operating surplus andinterest payments.Pr<strong>of</strong>itability. We employ operating pr<strong>of</strong>it to total assets.Bank relationships characteristicsRAT. Credit rationing is measured by a binary variable taking <strong>the</strong> value 1 if <strong>the</strong> firm isrationed by <strong>the</strong>ir main bank and 0 o<strong>the</strong>rwise. <strong>The</strong> answers given by firms to <strong>the</strong>questionnaire gives us a direct measure <strong>of</strong> rationing.

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