Placebo test
| Variables | (1) | (2) |
|---|---|---|
| LnSGA | LnSGA | |
| LnIncome | 0.460*** | 0.500*** |
| (33.89) | (38.81) | |
| LnIncome×D | −0.199** | −0.340*** |
| (−2.21) | (−4.15) | |
| LnIncome×D×Treat | −0.066 | 0.027 |
| (−1.06) | (0.56) | |
| LnIncome×D×Post | −0.023 | 0.058 |
| (−0.37) | (1.44) | |
| LnIncome×D×Treat×Post | 0.063 | −0.044 |
| (0.86) | (−0.74) | |
| Treat | −0.020*** | −0.022*** |
| (−3.20) | (−4.36) | |
| Post | 0.005 | −0.024*** |
| (0.42) | (−3.37) | |
| Treat×Post | −0.003 | 0.009 |
| (−0.39) | (1.56) | |
| LnIncome×D×D_Twoyear | 0.121*** | 0.151*** |
| (3.36) | (4.52) | |
| LnIncome×D×Eco_Growth | 0.744* | 0.967 |
| (1.75) | (1.60) | |
| LnIncome×D×Employ_Inten | −0.015** | −0.009 |
| (−2.40) | (−1.25) | |
| LnIncome×D×Asset_Inten | −0.017*** | −0.019*** |
| (−5.08) | (−5.57) | |
| D_Twoyear | −0.017** | −0.015** |
| (−2.36) | (−2.39) | |
| Employ_Inten | −0.001 | 0.002 |
| (−0.53) | (1.20) | |
| Asset_Inten | −0.002 | −0.002* |
| (−1.58) | (−1.94) | |
| ROA | −0.077** | −0.019 |
| (−2.04) | (−0.58) | |
| Lev | −0.017 | 0.002 |
| (−1.48) | (0.19) | |
| MKI | 0.004*** | 0.004*** |
| (4.28) | (5.09) | |
| Firsthold | 0.054*** | 0.051*** |
| (5.25) | (5.29) | |
| Ind | −0.073** | −0.008 |
| (−2.53) | (−0.30) | |
| Dual | −0.003 | 0.001 |
| (−0.70) | (0.33) | |
| Mshare | 0.156*** | 0.122*** |
| (11.44) | (10.38) | |
| Constant | 0.078*** | 0.042** |
| (3.43) | (2.22) | |
| Industry | Yes | Yes |
| Year | Yes | Yes |
| Observations | 25,124 | 23,540 |
| Adjusted R-squared | 0.275 | 0.350 |
| Variables | (1) | (2) |
|---|---|---|
| 0.460*** | 0.500*** | |
| (33.89) | (38.81) | |
| −0.199** | −0.340*** | |
| (−2.21) | (−4.15) | |
| −0.066 | 0.027 | |
| (−1.06) | (0.56) | |
| −0.023 | 0.058 | |
| (−0.37) | (1.44) | |
| 0.063 | −0.044 | |
| (0.86) | (−0.74) | |
| −0.020*** | −0.022*** | |
| (−3.20) | (−4.36) | |
| 0.005 | −0.024*** | |
| (0.42) | (−3.37) | |
| −0.003 | 0.009 | |
| (−0.39) | (1.56) | |
| 0.121*** | 0.151*** | |
| (3.36) | (4.52) | |
| 0.744* | 0.967 | |
| (1.75) | (1.60) | |
| −0.015** | −0.009 | |
| (−2.40) | (−1.25) | |
| −0.017*** | −0.019*** | |
| (−5.08) | (−5.57) | |
| −0.017** | −0.015** | |
| (−2.36) | (−2.39) | |
| −0.001 | 0.002 | |
| (−0.53) | (1.20) | |
| −0.002 | −0.002* | |
| (−1.58) | (−1.94) | |
| −0.077** | −0.019 | |
| (−2.04) | (−0.58) | |
| −0.017 | 0.002 | |
| (−1.48) | (0.19) | |
| 0.004*** | 0.004*** | |
| (4.28) | (5.09) | |
| 0.054*** | 0.051*** | |
| (5.25) | (5.29) | |
| −0.073** | −0.008 | |
| (−2.53) | (−0.30) | |
| −0.003 | 0.001 | |
| (−0.70) | (0.33) | |
| 0.156*** | 0.122*** | |
| (11.44) | (10.38) | |
| 0.078*** | 0.042** | |
| (3.43) | (2.22) | |
| Yes | Yes | |
| Yes | Yes | |
| 25,124 | 23,540 | |
| 0.275 | 0.350 |
Note(s): ***, ** and * denote statistical significance at the 1, 5 and 10% levels, respectively; robust t-statistics are in parentheses; standard errors clustered at the firm level
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