3.1.4.4. Capital Structure instrument. We use the modified Altman's Z-score (1968) suggested in MacKie-Mason (1990) as the
instrument for leverage. This measure is a proxy for financial distress; the lower the Z-score, the greater the probability of financial
distress. We expect this variable to be positively correlated with leverage