Information about variables
| Variable | Prediction | Definition | Measurement | Data source |
|---|---|---|---|---|
| LLP | Loan loss provision ratio | Ratio of loan loss provision to total asset for bank i at time t | Bankscope | |
| EBPT | + | Pre-provision and pre-tax earnings | Ratio of earnings before taxes and loan loss provisions divided by total asset | Bankscope |
| SIZE | + | Bank size | Logarithm of total asset | Bankscope |
| GDPG | – | Real GDP growth rate | Annual change in real gross domestic product | WDI |
| CP | – | Bank capital adequacy ratio | Ratio of bank capital to total bank asset | Bankscope |
| NPL | + | Nonperforming loan ratio | Ratio of nonperforming loan divided by gross loan | Bankscope |
| LN | +/− | Lerner index (market power). A measure of bank concentration | Measured as [output price – (marginal cost/output price)] | GFDI |
| CN | +/− | Five-bank asset concentration. A measure of competition | Ratio of the assets of the five largest banks as a share of total commercial bank assets | GFDI |
| BN | – | Boone indicator. A measure of competition | The elasticity of profit to marginal cost | GFDI |
| HS | – | H-statistic. A measure of competition | Measured as the elasticity of revenues relative to input prices | GFDI |
| Variable | Prediction | Definition | Measurement | Data source |
|---|---|---|---|---|
| LLP | Loan loss provision ratio | Ratio of loan loss provision to total asset for bank i at time t | Bankscope | |
| EBPT | + | Pre-provision and pre-tax earnings | Ratio of earnings before taxes and loan loss provisions divided by total asset | Bankscope |
| SIZE | + | Bank size | Logarithm of total asset | Bankscope |
| GDPG | – | Real GDP growth rate | Annual change in real gross domestic product | WDI |
| CP | – | Bank capital adequacy ratio | Ratio of bank capital to total bank asset | Bankscope |
| NPL | + | Nonperforming loan ratio | Ratio of nonperforming loan divided by gross loan | Bankscope |
| LN | +/− | Lerner index (market power). A measure of bank concentration | Measured as [output price – (marginal cost/output price)] | GFDI |
| CN | +/− | Five-bank asset concentration. A measure of competition | Ratio of the assets of the five largest banks as a share of total commercial bank assets | GFDI |
| BN | – | Boone indicator. A measure of competition | The elasticity of profit to marginal cost | GFDI |
| HS | – | H-statistic. A measure of competition | Measured as the elasticity of revenues relative to input prices | GFDI |
Source(s): Bankscope and World Bank
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