Table A1

Definition of variables

VariableDefinition
BankruptcyA dummy variable that takes one if the Altman score is < 1.81 and the firm filed for Chapter 11.
EarningsNet income before extraordinary items (Compustat #18), scaled by lagged market value of equity (Compustat #125 * Compustat #199).
RETAnnual stock return from nine months before fiscal year-end of three months after fiscal year-end from CRSP.
ROANet income (Compustat #172) divided by total assets (Compustat #6).
ETLEBITDA (Compustat #13) divided by total liabilities (Compustat #181). EBITDA is earnings before interest, taxes, depreciation, and amortization.
LTATotal liabilities (Compustat #181) divided by total assets (Compustat #6).
LSIGMAThe standard deviation of the residual return from a regression of twelve monthly returns of the firm on monthly returns of the market index.
SizeThe natural log of market value of equity (Compustat #25 * Compustat #199).
LeverageTotal debt (Compustat #9 + Compustat #34) scaled by total assets (Compustat #6).
MTBThe market-to-book ratio ((Compustat #25 * Compustat #199) / Compustat #60).
LitiCost-AudA binary variable that equals one if the code of a firm’s auditor (Compustat #149) is from one to eight, and zero otherwise.
TaxCostFollowing Qiang (2007), we measure TaxCost as the association between book income and tax income estimated from time-series regression TXjt = β0j + βjt BKTXjt + εjt for firm j over the sample period, where BKTXjt is tax expense for firm j in year t (Compustat #16) and TX jt is tax expense minus deferred tax expense (Compustat #16 – Compustat #50); all variables are deflated by lagged total assets (Compustat #6).
RegThe firm’s regulation cost is measured following Qiang (2007). It a dummy variable that equals 1 if sales deflated by industry total sales/the number of firms in the industry is of top quartile, and 0 otherwise; sales is Compustat #12
C-scoreThe firm-year measure of conservatism as in Khan and Watts (2009).
CRThe conservatism ratio measure of Callen et al. (2010) computed as the earnings surprise divided by earnings news.
NOANegative cumulative non-operating accruals over the sample period deflated by beginning total assets, multiplied by negative one, as in Givoly and Hayn (2000).

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