Table 7.
Blinder-Oaxaca decomposition for gender differences in access to finance.
Panel A: Female-owned firms | ||||||
---|---|---|---|---|---|---|
Differential | Bank | Std. Error | MFI | Std. Error | Equity | Std. Error |
Prediction (female) | 0.087*** | (1.003) | 0.010*** | (1.001) | 0.135*** | (1.004) |
Prediction (male) | 0.087*** | (0.003) | 0.010*** | (0.001) | 0.135*** | (0.004) |
Difference | 0.005*** | (0.012) | 0.001** | (0.004) | 0.019 | (0.015) |
Decomposition | ||||||
π Endowment | 0.011 | (0.010) | 0.005 | (0.003) | -0.001 | (0.013) |
Γ Coefficients | 0.008 | (0.012) | -0.001 | (0.004) | 0.018 | (0.015) |
∞ Interaction | -0.013 | (0.011) | -0.005 | (0.004) | 0.013 | (0.014) |
Observations | 5,824 | 5,824 | 5,824 | |||
Panel B: Female-led firms | ||||||
Differential | Bank | Std. Error | MFI | Std. Error | Equity | Std. Error |
Prediction (female) | 0.102*** | (0.009) | 0.008*** | (0.003) | 0.144*** | (0.011) |
Prediction (male) | 0.085*** | (0.003) | 0.011*** | (0.001) | 0.135*** | (0.004) |
Difference | 0.017*** | (0.010) | -0.002 | (0.003) | 0.009 | (0.012) |
Decomposition | ||||||
π Endowment | -0.010** | (0.004) | 0.001 | (0.001) | 0.002 | (0.005) |
Γ Coefficients | 0.015 | (0.010) | -0.003 | (0.003) | 0.009 | (0.012) |
∞ Interaction | 0.011** | (0.005) | 0.000 | (0.001) | -0.003 | (0.006) |
Observations | 5,824 | 5,824 | 5,824 |