Table 2

Descriptive statistics

VariablesNMeanStd.DevQ1MedianQ3
Panel A: Pooled sample (N = 1152; n = 602)
Earnings1152−0.0380.196−0.0910.0210.072
RET11520.0610.552−0.320−0.0300.300
ROA1152−0.0220.134−0.0550.0100.054
ETL11520.2420.4930.0630.1720.383
LTA11520.5170.2230.3370.5280.698
LSIGMA1152−0.1650.745−0.653−0.2660.161
Size11524.5141.4333.3494.3395.547
Leverage11520.2470.2040.0530.2250.396
MTB11521.8721.4150.9621.4492.296
LitiCost-Aud11520.8380.3691.0001.0001.000
TaxCost11520.6890.2590.5250.7600.904
Reg11520.4130.4260.0000.0001.000
C-score11520.1980.1510.0940.2030.301
CR11520.4830.5090.2700.3870.499
NOA1152−0.4231.530−0.321−0.0530.000
Panel B:Non-bankrupt firms (N = 576; n = 329)
Earnings5760.0500.0910.0230.0580.090
RET5760.1790.505−0.1500.1240.377
ROA5760.0450.0690.0170.0500.084
ETL5760.4600.5150.2060.3550.635
LTA5760.3770.1750.2410.3620.516
LSIGMA5760.0020.678−0.413−0.0770.287
Size5764.6661.4373.5244.5085.697
Leverage5760.1370.1420.0020.1060.230
MTB5761.8531.2600.9661.4772.339
LitiCost-Aud5760.8330.3731.0001.0001.000
TaxCost5760.6900.2600.5250.7600.904
Reg5760.3790.4030.0000.0001.000
C-score5760.1390.1330.0490.1490.239
CR5760.4810.5950.2240.3470.475
NOA576−0.5021.691−0.369−0.0770.000
Panel C:Bankrupt firms (N = 576; n = 273)
Earnings576−0.1260.230−0.197−0.0750.019
RET576−0.0570.571−0.441−0.1870.157
ROA576−0.0890.150−0.147−0.0350.006
ETL5760.0230.353−0.0100.0910.146
LTA5760.6560.1740.5440.6830.790
LSIGMA576−0.3320.771−0.871−0.480−0.005
Size5764.3621.4143.1914.1595.269
Leverage5760.3570.1970.2140.3680.489
MTB5761.8901.5550.9541.4332.235
LitiCost-Aud5760.8420.3651.0001.0001.000
TaxCost5760.6890.2590.5250.7600.904
Reg5760.0860.2480.0000.0001.000
C-score5760.2570.1440.1610.2660.371
CR5760.4840.4060.3220.4190.518
NOA576−0.3431.348−0.284−0.0160.000

Note(s): This table shows descriptive statistics for 576 bankrupt firm-years and 576 non-bankrupt firm-years between 1987 and 2014. The mean, standard deviation (Std.dev), first quartile (Q1), median and third quartile (Q3) are reported. Earnings is net income before extraordinary items (Compustat #18), scaled by lagged market value of equity (Compustat #125 * Compustat #199). RET is the annual stock return from nine months before fiscal year-end of three months after fiscal year-end from CRSP; ROA is net income divided by total assets; ETL is EBITDA divided by total liabilities. EBITDA is earnings before interest, taxes, depreciation and amortization. LTA is total liabilities divided by total assets. LSIGMA is 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 is the natural log of market value of equity. Leverage is defined as total debt (Compustat #9 + Compustat #34) scaled by total assets (Compustat #6). MTB is the market-to-book ratio ((Compustat #25 * Compustat #199)/Compustat #60). LitiCost-Aud is a binary variable that equals one if the code of a firm’s auditor (Compustat #149) is from one to eight, and zero otherwise. 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 BKTX jt 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 is the firm’s regulation cost. It is 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 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). A detailed definition of the variables can be found in Table A1 

or Create an Account

Close Modal
Close Modal