“…Altman's Z-score, composite score indicating the distance to bankruptcy, defined as (3.3*(data15+data16+data18+data49)/data6+1.0*data12/data6+1.4*data36/data6+ 1.2*(data4-data5)/data6+0.6*data199*data25/ (data9+data34) Earnings quality The negative of the loadings on the accrual quality (AQ) factor as augmented from the Fama-French three-factor model, where AQ is defined as the standard deviation of the residuals from the regressions of the change in working capital on past, current, and future cash flow from operations (Ecker, Francis, Kim, Olsson, and Schipper (2006)). …”