Definition of variables
| Variable | Definition |
|---|---|
| Bankruptcy | A dummy variable that takes one if the Altman score is < 1.81 and the firm filed for Chapter 11. |
| Earnings | Net income before extraordinary items (Compustat #18), scaled by lagged market value of equity (Compustat #125 * Compustat #199). |
| RET | Annual stock return from nine months before fiscal year-end of three months after fiscal year-end from CRSP. |
| ROA | Net income (Compustat #172) divided by total assets (Compustat #6). |
| ETL | EBITDA (Compustat #13) divided by total liabilities (Compustat #181). EBITDA is earnings before interest, taxes, depreciation, and amortization. |
| LTA | Total liabilities (Compustat #181) divided by total assets (Compustat #6). |
| LSIGMA | The standard deviation of the residual return from a regression of twelve monthly returns of the firm on monthly returns of the market index. |
| Size | The natural log of market value of equity (Compustat #25 * Compustat #199). |
| Leverage | Total debt (Compustat #9 + Compustat #34) scaled by total assets (Compustat #6). |
| MTB | The market-to-book ratio ((Compustat #25 * Compustat #199) / Compustat #60). |
| LitiCost-Aud | A binary variable that equals one if the code of a firm’s auditor (Compustat #149) is from one to eight, and zero otherwise. |
| TaxCost | Following 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). |
| Reg | The 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-score | The firm-year measure of conservatism as in Khan and Watts (2009). |
| CR | The conservatism ratio measure of Callen et al. (2010) computed as the earnings surprise divided by earnings news. |
| NOA | Negative cumulative non-operating accruals over the sample period deflated by beginning total assets, multiplied by negative one, as in Givoly and Hayn (2000). |
| Variable | Definition |
|---|---|
| Bankruptcy | A dummy variable that takes one if the Altman score is < 1.81 and the firm filed for Chapter 11. |
| Earnings | Net income before extraordinary items (Compustat #18), scaled by lagged market value of equity (Compustat #125 * Compustat #199). |
| RET | Annual stock return from nine months before fiscal year-end of three months after fiscal year-end from CRSP. |
| ROA | Net income (Compustat #172) divided by total assets (Compustat #6). |
| ETL | EBITDA (Compustat #13) divided by total liabilities (Compustat #181). EBITDA is earnings before interest, taxes, depreciation, and amortization. |
| LTA | Total liabilities (Compustat #181) divided by total assets (Compustat #6). |
| LSIGMA | The standard deviation of the residual return from a regression of twelve monthly returns of the firm on monthly returns of the market index. |
| Size | The natural log of market value of equity (Compustat #25 * Compustat #199). |
| Leverage | Total debt (Compustat #9 + Compustat #34) scaled by total assets (Compustat #6). |
| MTB | The market-to-book ratio ((Compustat #25 * Compustat #199) / Compustat #60). |
| LitiCost-Aud | A binary variable that equals one if the code of a firm’s auditor (Compustat #149) is from one to eight, and zero otherwise. |
| TaxCost | Following |
| Reg | The firm’s regulation cost is measured following |
| C-score | The firm-year measure of conservatism as in |
| CR | The conservatism ratio measure of |
| NOA | Negative cumulative non-operating accruals over the sample period deflated by beginning total assets, multiplied by negative one, as in |
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