Blockchain technology and earnings management
| Variables | (1) | (2) | (3) |
|---|---|---|---|
| absDAC | absDAC | absDAC | |
| BT_Adoption | −0.021*** | ||
| (−5.46) | |||
| BT_Disclosure_Proportion | −0.010** | ||
| (−2.42) | |||
| BT_Disclosure_Only | −0.012*** | ||
| (−5.45) | |||
| Size | −0.002** | −0.002** | −0.001 |
| (−2.09) | (−2.14) | (−1.06) | |
| ROA | −0.012 | −0.011 | −0.004 |
| (−0.72) | (−0.68) | (−0.23) | |
| Cash | 0.046*** | 0.045*** | 0.033** |
| (3.48) | (3.40) | (2.22) | |
| Lev | 0.027*** | 0.028*** | 0.032*** |
| (5.23) | (5.35) | (5.53) | |
| MTB | −0.021*** | −0.021*** | −0.020*** |
| (−6.90) | (−6.84) | (−5.54) | |
| Netloss | 0.021*** | 0.021*** | 0.021*** |
| (7.63) | (7.54) | (6.88) | |
| Top1 | 0.020*** | 0.021*** | 0.028*** |
| (3.67) | (3.87) | (4.24) | |
| SOE | −0.014*** | −0.014*** | −0.014*** |
| (−8.21) | (−8.21) | (−6.95) | |
| Subsidiary | −0.002*** | −0.002*** | −0.003*** |
| (−6.37) | (−6.48) | (−6.08) | |
| AuditorChange | 0.004*** | 0.004*** | 0.003** |
| (2.91) | (2.95) | (2.42) | |
| Audtenure | −0.001*** | −0.001*** | −0.001*** |
| (−6.43) | (−6.39) | (−5.62) | |
| Restate | 0.006*** | 0.005*** | 0.006*** |
| (3.65) | (3.58) | (3.22) | |
| Big4 | −0.003 | −0.004 | −0.004 |
| (−1.03) | (−1.11) | (−0.98) | |
| Constant | 0.158*** | 0.159*** | 0.134*** |
| (7.51) | (7.56) | (5.35) | |
| Year fixed effect | YES | YES | YES |
| Industry fixed effect | YES | YES | YES |
| N | 25,339 | 25,339 | 19,739 |
| Adj_R2 | 0.050 | 0.049 | 0.051 |
| Variables | (1) | (2) | (3) |
|---|---|---|---|
| −0.021*** | |||
| (−5.46) | |||
| −0.010** | |||
| (−2.42) | |||
| −0.012*** | |||
| (−5.45) | |||
| −0.002** | −0.002** | −0.001 | |
| (−2.09) | (−2.14) | (−1.06) | |
| −0.012 | −0.011 | −0.004 | |
| (−0.72) | (−0.68) | (−0.23) | |
| 0.046*** | 0.045*** | 0.033** | |
| (3.48) | (3.40) | (2.22) | |
| 0.027*** | 0.028*** | 0.032*** | |
| (5.23) | (5.35) | (5.53) | |
| −0.021*** | −0.021*** | −0.020*** | |
| (−6.90) | (−6.84) | (−5.54) | |
| 0.021*** | 0.021*** | 0.021*** | |
| (7.63) | (7.54) | (6.88) | |
| 0.020*** | 0.021*** | 0.028*** | |
| (3.67) | (3.87) | (4.24) | |
| −0.014*** | −0.014*** | −0.014*** | |
| (−8.21) | (−8.21) | (−6.95) | |
| −0.002*** | −0.002*** | −0.003*** | |
| (−6.37) | (−6.48) | (−6.08) | |
| 0.004*** | 0.004*** | 0.003** | |
| (2.91) | (2.95) | (2.42) | |
| −0.001*** | −0.001*** | −0.001*** | |
| (−6.43) | (−6.39) | (−5.62) | |
| 0.006*** | 0.005*** | 0.006*** | |
| (3.65) | (3.58) | (3.22) | |
| −0.003 | −0.004 | −0.004 | |
| (−1.03) | (−1.11) | (−0.98) | |
| 0.158*** | 0.159*** | 0.134*** | |
| (7.51) | (7.56) | (5.35) | |
| YES | YES | YES | |
| YES | YES | YES | |
| 25,339 | 25,339 | 19,739 | |
| 0.050 | 0.049 | 0.051 |
Note(s): *** indicates significance at the 1% level (p < 0.01); ** indicates significance at the 5% level (p < 0.05); * indicates significance at the 10% level (p < 0.1). Standard errors are adjusted for firm-level clustering. Variable definitions are presented in Appendix III
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