Comparison of conditional conservatism measures for bankrupt firms partitioned by leverage levels and by tax cost levels (1987–2014)
| Panel A: | ||||||||
|---|---|---|---|---|---|---|---|---|
| Leverage | Taxation | |||||||
| High level of leverage | Low level of leverage | High level of tax cost | Low level of tax cost | |||||
| Variables | Coefficient | t-stat | Coefficient | t-stat | Coefficient | t-stat | Coefficient | t-stat |
| D (β1) | −0.0110 | −0.20 | −0.0609 | −1.45 | −0.0645 | −1.38 | 0.0151 | 0.32 |
| R (β2) | 0.0101 | 0.16 | 0.00646 | 0.14 | −0.0172 | −0.24 | 0.0340 | 0.73 |
| DR (β3) | 0.203* | 1.81 | 0.0275 | 0.32 | 0.221* | 1.95 | 0.0725 | 0.88 |
| Constant | 0.0952* | 1.91 | 0.141*** | 3.80 | 0.168*** | 3.95 | −0.170 | −1.43 |
| Year fixed effects | Yes | Yes | Yes | Yes | ||||
| Observations | 288 | 288 | 266 | 310 | ||||
| R2 | 0.137 | 0.128 | 0.134 | 0.075 | ||||
| Leverage | Taxation | |||||||
|---|---|---|---|---|---|---|---|---|
| High level of leverage | Low level of leverage | High level of tax cost | Low level of tax cost | |||||
| Variables | Coefficient | Coefficient | Coefficient | Coefficient | ||||
| −0.0110 | −0.20 | −0.0609 | −1.45 | −0.0645 | −1.38 | 0.0151 | 0.32 | |
| 0.0101 | 0.16 | 0.00646 | 0.14 | −0.0172 | −0.24 | 0.0340 | 0.73 | |
| DR ( | 0.203* | 1.81 | 0.0275 | 0.32 | 0.221* | 1.95 | 0.0725 | 0.88 |
| Constant | 0.0952* | 1.91 | 0.141*** | 3.80 | 0.168*** | 3.95 | −0.170 | −1.43 |
| Year fixed effects | Yes | Yes | Yes | Yes | ||||
| Observations | 288 | 288 | 266 | 310 | ||||
| 0.137 | 0.128 | 0.134 | 0.075 | |||||
| Panel B: Other measures of conditional conservatism (C-score, conservatism and cumulative nonoperating accruals) | ||||||||
|---|---|---|---|---|---|---|---|---|
| Leverage | Taxation | |||||||
| Measure | Mean | t-stat | Median | WilcoxonZ | Mean | t-stat | Median | WilcoxonZ |
| C-score | ||||||||
| High | 0.3245 | −12.77*** | 0.3495 | −11.50*** | 0.2930 | −5.76*** | 0.3072 | −5.80*** |
| Low | 0.1887 | 0.1971 | 0.2254 | 0.2304 | ||||
| CR | ||||||||
| High | 0.4973 | −0.95 | 0.4215 | −0.184 | 0.4813 | −0.01 | 0.4213 | −0.25 |
| Low | 0.4649 | 0.4134 | 0.4809 | 0.4187 | ||||
| NOA | ||||||||
| High | −0.1941 | −2.67*** | 0 | −2.42** | −0.2851 | −0.96 | 0 | 0.63 |
| Low | −0.4926 | −0.0236 | −0.3933 | −0.0021 | ||||
| Leverage | Taxation | |||||||
|---|---|---|---|---|---|---|---|---|
| Measure | Mean | Median | Wilcoxon | Mean | Median | Wilcoxon | ||
| High | 0.3245 | −12.77*** | 0.3495 | −11.50*** | 0.2930 | −5.76*** | 0.3072 | −5.80*** |
| Low | 0.1887 | 0.1971 | 0.2254 | 0.2304 | ||||
| High | 0.4973 | −0.95 | 0.4215 | −0.184 | 0.4813 | −0.01 | 0.4213 | −0.25 |
| Low | 0.4649 | 0.4134 | 0.4809 | 0.4187 | ||||
| High | −0.1941 | −2.67*** | 0 | −2.42** | −0.2851 | −0.96 | 0 | 0.63 |
| Low | −0.4926 | −0.0236 | −0.3933 | −0.0021 | ||||
Note(s): Table 7 reports results for the comparison of conditional conservatism measures for bankrupt firms for the sample period 1987–2014. Panel A presents OLS regression with year fixed effects within the bankrupt sample partitioned by the level of leverage and by the level of tax costs. The t-statistics are robust and adjusted for firm clustering. Xit/MVit−1 is net income before extraordinary items (Compustat #18), scaled by lagged market value of equity (Compustat #125 * Compustat #199). R is the annual stock return from nine months before fiscal year-end of three months after fiscal year-end from CRSP. Dit = 1 if Rit < 0, and zero otherwise. ***p < 0.01, **p < 0.05, *p < 0.1. Year is a dummy variable for the fiscal year
Panel B presents a comparison of other conditional conservatism measures for bankrupt firms partitioned by leverage levels and by the level of tax costs for the sample period 1987–2014. C-score is the firm-year measure of conservatism as in Khan and Watts (2009); CR is the conservatism ratio measure of Callen et al. (2010) computed as the earnings surprise divided by earnings news. NOA is negative cumulative nonoperating accruals over the sample period deflated by beginning total assets, multiplied by negative one, as in Givoly and Hayn (2000). ***p < 0.01, **p < 0.05, *p < 0.1
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