Variable description and measures
| Variables | Measure | References | Expected outcome |
|---|---|---|---|
| ROA | Measure of bank profitability, computed by the ratio of net income after tax to total assets | Ercegovac et al. (2020), Flamini et al. (2009), Obamuyi (2013) | |
| ROE | Measure of bank profitability, computed by the ratio of net income after tax to total equity | Abor (2005), Rachdi (2013), Soana (2011), Yao et al. (2018) | |
| Leverage Ratio | Computed by the ratio of total debt to total assets | Ayalew (2021), Mkadmi et al. (2021) | + |
| SIZE | Bank size, computed by the natural logarithm of total assets ln(TA) | Adusei (2015), Ali and Puah (2019) | +/− |
| LDTA | Long-term debt, computed by the ratio of total long-term debt to total assets | Anafo et al. (2015), Ayalew (2021), Salim and Yadav (2012), Samuel and Samuel (2018) | + |
| NII ratio | Non-interest income ratio, computed by the ratio of non-interest income to total assets | Hossain and Ahamed (2021), Mkadmi et al. (2021) | + |
| Operating Efficiency | Computed by the ratio of non-interest expense to total assets | Ahmed et al. (2021) | + |
| CAP | Capital ratio, computed by the ratio of total equity to total assets | Rana-Al-Mosharrafa and Islam (2021), Shrieves and Dahl (1992) | + |
| Credit Risk | Computed by the ratio of net loans to total assets | Ali and Puah (2019), Rana-Al-Mosharrafa and Islam (2021) | +/− |
| Variables | Measure | References | Expected outcome |
|---|---|---|---|
| ROA | Measure of bank profitability, computed by the ratio of net income after tax to total assets | ||
| ROE | Measure of bank profitability, computed by the ratio of net income after tax to total equity | ||
| Leverage Ratio | Computed by the ratio of total debt to total assets | + | |
| SIZE | Bank size, computed by the natural logarithm of total assets ln(TA) | +/− | |
| LDTA | Long-term debt, computed by the ratio of total long-term debt to total assets | + | |
| NII ratio | Non-interest income ratio, computed by the ratio of non-interest income to total assets | + | |
| Operating Efficiency | Computed by the ratio of non-interest expense to total assets | + | |
| CAP | Capital ratio, computed by the ratio of total equity to total assets | + | |
| Credit Risk | Computed by the ratio of net loans to total assets | +/− |
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