Description of the variables
| Variables | Symbol | Description |
|---|---|---|
| Bank risk | ||
| Credit risk | CR | Non-performing loans to total loans.a |
| Financial stability (1) | ZSCOREROA | Capitalisation plus return on assets over standard deviation of return on assets.a |
| Financial stability (2) | ZSCOREROE | One plus return on equity over standard deviation of return on equity.a |
| Bank-specific factors | ||
| Credit policy | GRLO | Loans at time t minus loans at time t − 1.a |
| Return on assets | ROA | Profit to total assets.a |
| Capitalisation | ETA | Equity to total assets.a |
| Dimension of bank | TA | Log of total assets. a |
| Volume of credit market | LTA | Loans to total assets. a |
| Intermediation cost | DL | Deposits to loans. a |
| Volume of intermediation cost | CTA | Cost to total assets. a |
| Controls | ||
| Dimension of banks | DYM | Large, medium, small and minor dummies; major used as benchmark group |
| Timing | TIME | Set of time dummies |
| Macro regions | MR | Set of region dummies (i.e. 20) included in the model to capture the geographical or spillover effects |
| Market structure | ||
| Monopolistic dummy | MON | Monopolistic market (assuming 1 if at LMAs’ level there is one bank [cooperative or non-cooperative banks], 0 otherwise) |
| Duopolistic dummy | DUO | Duopolistic market (assuming 2 if at LMAs’ level there are two banks [cooperative or non-cooperative banks or both], 0 otherwise) |
| Oligopolistic dummy | OLIG | Oligopolistic market (assuming 3 if at LMAs’ level there are three banks [cooperative or non-cooperative banks or both), 0 otherwise) |
| Competitive dummy | COMP | Competitive market (assuming 4 if at LMAs’ level there are more than three banks [cooperative or non-cooperative banks or both], 0 otherwise) |
| CR | Non-performing loans to total loans.a | |
| ZSCOREROA | Capitalisation plus return on assets over standard deviation of return on assets.a | |
| ZSCOREROE | One plus return on equity over standard deviation of return on equity.a | |
| GRLO | Loans at time | |
| ROA | Profit to total assets.a | |
| ETA | Equity to total assets.a | |
| TA | Log of total assets. a | |
| LTA | Loans to total assets. a | |
| DL | Deposits to loans. a | |
| CTA | Cost to total assets. a | |
| DYM | Large, medium, small and minor dummies; major used as benchmark group | |
| TIME | Set of time dummies | |
| MR | Set of region dummies (i.e. 20) included in the model to capture the geographical or spillover effects | |
| MON | Monopolistic market (assuming 1 if at LMAs’ level there is one bank [cooperative or non-cooperative banks], 0 otherwise) | |
| DUO | Duopolistic market (assuming 2 if at LMAs’ level there are two banks [cooperative or non-cooperative banks or both], 0 otherwise) | |
| OLIG | Oligopolistic market (assuming 3 if at LMAs’ level there are three banks [cooperative or non-cooperative banks or both), 0 otherwise) | |
| COMP | Competitive market (assuming 4 if at LMAs’ level there are more than three banks [cooperative or non-cooperative banks or both], 0 otherwise) |
Note:
Deposits and loans are those granted to customers
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