Independent director status, information asymmetry, and corporate R&D investment
| (1) | (2) | (3) | (4) | |
|---|---|---|---|---|
| DepVar = | AbsDA1 | R&D | AbsDA2 | R&D |
| Status | −0.013** | 0.009*** | −0.011* | 0.009*** |
| (−2.03) | (3.75) | (−1.81) | (3.76) | |
| AbsDA1 | −0.003** | |||
| (−2.19) | ||||
| AbsDA2 | −0.003** | |||
| (−2.01) | ||||
| Duality | −0.001 | 0.001 | −0.000 | 0.001 |
| (−0.36) | (0.95) | (−0.18) | (0.94) | |
| Lev | 0.034*** | 0.003* | 0.035*** | 0.003* |
| (5.78) | (1.80) | (5.90) | (1.85) | |
| ROA | −0.214*** | 0.021*** | −0.211*** | 0.021*** |
| (−10.60) | (5.72) | (−10.51) | (5.71) | |
| Growth | 0.035*** | −0.000 | 0.033*** | −0.000 |
| (7.31) | (−0.17) | (7.71) | (−0.22) | |
| Cash | −0.004 | 0.011*** | −0.005 | 0.011*** |
| (−0.67) | (4.41) | (−0.82) | (4.57) | |
| Size | 0.004*** | −0.000 | 0.004*** | −0.000 |
| (3.43) | (−0.86) | (3.44) | (−0.93) | |
| Firsthold | −0.004 | −0.006*** | −0.002 | −0.006*** |
| (−0.70) | (−3.15) | (−0.50) | (−3.08) | |
| Manhold | 0.004 | 0.001 | 0.002 | 0.001 |
| (0.90) | (0.75) | (0.48) | (0.70) | |
| Listage | 0.002 | −0.001* | 0.001 | −0.001* |
| (1.29) | (−1.76) | (1.03) | (−1.65) | |
| Boardsize | −0.017*** | 0.002 | −0.016*** | 0.002 |
| (−3.45) | (0.98) | (−3.28) | (1.04) | |
| IndR | −0.005 | −0.004 | −0.008 | −0.004 |
| (−0.26) | (−0.67) | (−0.46) | (−0.64) | |
| Bm | −0.060*** | −0.016*** | −0.059*** | −0.016*** |
| (−11.11) | (−10.34) | (−11.37) | (−10.37) | |
| SOE | −0.004** | 0.001* | −0.005** | 0.001* |
| (−1.98) | (1.79) | (−2.14) | (1.74) | |
| Constant | 0.053* | 0.019** | 0.051* | 0.020** |
| (1.88) | (2.49) | (1.82) | (2.51) | |
| Industry | Yes | Yes | Yes | Yes |
| Year | Yes | Yes | Yes | Yes |
| N | 18,490 | 18,490 | 18,464 | 18,464 |
| Adj-R2 | 0.090 | 0.281 | 0.093 | 0.282 |
| (1) | (2) | (3) | (4) | |
|---|---|---|---|---|
| −0.001 | 0.001 | −0.000 | 0.001 | |
| (−0.36) | (0.95) | (−0.18) | (0.94) | |
| 0.034*** | 0.003* | 0.035*** | 0.003* | |
| (5.78) | (1.80) | (5.90) | (1.85) | |
| −0.214*** | 0.021*** | −0.211*** | 0.021*** | |
| (−10.60) | (5.72) | (−10.51) | (5.71) | |
| 0.035*** | −0.000 | 0.033*** | −0.000 | |
| (7.31) | (−0.17) | (7.71) | (−0.22) | |
| −0.004 | 0.011*** | −0.005 | 0.011*** | |
| (−0.67) | (4.41) | (−0.82) | (4.57) | |
| 0.004*** | −0.000 | 0.004*** | −0.000 | |
| (3.43) | (−0.86) | (3.44) | (−0.93) | |
| −0.004 | −0.006*** | −0.002 | −0.006*** | |
| (−0.70) | (−3.15) | (−0.50) | (−3.08) | |
| 0.004 | 0.001 | 0.002 | 0.001 | |
| (0.90) | (0.75) | (0.48) | (0.70) | |
| 0.002 | −0.001* | 0.001 | −0.001* | |
| (1.29) | (−1.76) | (1.03) | (−1.65) | |
| −0.017*** | 0.002 | −0.016*** | 0.002 | |
| (−3.45) | (0.98) | (−3.28) | (1.04) | |
| −0.005 | −0.004 | −0.008 | −0.004 | |
| (−0.26) | (−0.67) | (−0.46) | (−0.64) | |
| −0.060*** | −0.016*** | −0.059*** | −0.016*** | |
| (−11.11) | (−10.34) | (−11.37) | (−10.37) | |
| −0.004** | 0.001* | −0.005** | 0.001* | |
| (−1.98) | (1.79) | (−2.14) | (1.74) | |
| 0.053* | 0.019** | 0.051* | 0.020** | |
| (1.88) | (2.49) | (1.82) | (2.51) | |
| Yes | Yes | Yes | Yes | |
| Yes | Yes | Yes | Yes | |
| 18,490 | 18,490 | 18,464 | 18,464 | |
| 0.090 | 0.281 | 0.093 | 0.282 |
Note(s): T-statistics in parentheses are based on standard errors adjusted for firm-level clustering; *, ** and *** indicate significance at the 10, 5, and 1% levels, respectively
Source(s): Table by authors
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