Description of variables
| Earnings surprise | Dummy variable equal to one if reported earnings per share minus the median analyst forecast is between zero and one inclusive, and zero otherwise |
| Abnormal discretionary accruals | |
| Abnormal production costs | |
| Abnormal decreases in discretionary expenses | |
| Number of shares held by institutional investors divided by the number of shares outstanding | |
| IO squared | |
| Natural log of total assets | |
| Total income divided by total assets | |
| The firm's market value divided by its book value | |
| Total liabilities divided by total assets | |
| Dummy variable equal to one if the auditor is one of the big four and zero otherwise |
| Earnings surprise | Dummy variable equal to one if reported earnings per share minus the median analyst forecast is between zero and one inclusive, and zero otherwise |
| Abnormal discretionary accruals | |
| Abnormal production costs | |
| Abnormal decreases in discretionary expenses | |
| Number of shares held by institutional investors divided by the number of shares outstanding | |
| IO squared | |
| Natural log of total assets | |
| Total income divided by total assets | |
| The firm's market value divided by its book value | |
| Total liabilities divided by total assets | |
| Dummy variable equal to one if the auditor is one of the big four and zero otherwise |
Source(s): Table created by authors
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