Finally, consistent with the univariate results, LIQ carries a negative sign and is statistically significant, indicating that the more liquid the banks is the more likely it is to receive a qualified opinion. While this contradicts the financial distress and less efficient banks argument, one potential explanation is that assets might have been overstated, hence leading to disagreement-type modifications