The residual vector reflects the variation in working capital accruals unexplained by cash flows of the previous, current and subsequent periods.
Therefore, the absolute value of the residual for each firm-year observation is an inverse measure of accruals quality (AQ_DDit) = | eit| (the higher the residual,
the lower the accruals quality).