Table 2

Information about variables

VariablePredictionDefinitionMeasurementData source
LLP Loan loss provision ratioRatio of loan loss provision to total asset for bank i at time tBankscope
EBPT+Pre-provision and pre-tax earningsRatio of earnings before taxes and loan loss provisions divided by total assetBankscope
SIZE+Bank sizeLogarithm of total assetBankscope
GDPGReal GDP growth rateAnnual change in real gross domestic productWDI
CPBank capital adequacy ratioRatio of bank capital to total bank assetBankscope
NPL+Nonperforming loan ratioRatio of nonperforming loan divided by gross loanBankscope
LN+/−Lerner index (market power). A measure of bank concentrationMeasured as [output price – (marginal cost/output price)]GFDI
CN+/−Five-bank asset concentration. A measure of competitionRatio of the assets of the five largest banks as a share of total commercial bank assetsGFDI
BNBoone indicator. A measure of competitionThe elasticity of profit to marginal costGFDI
HSH-statistic. A measure of competitionMeasured as the elasticity of revenues relative to input pricesGFDI

Source(s): Bankscope and World Bank

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