Independent director status, R&D synchronicity, and corporate R&D investment
| (1) | (2) | (3) | (4) | |
|---|---|---|---|---|
| DepVar = | HerdRD1 | R&D | HerdRD2 | R&D |
| Status | 0.006*** | 0.003*** | 0.004** | 0.005*** |
| (2.92) | (3.00) | (2.19) | (3.10) | |
| HerdRD1 | 0.990*** | |||
| (140.15) | ||||
| HerdRD2 | 0.843*** | |||
| (39.62) | ||||
| Duality | 0.000 | 0.000 | 0.000 | 0.000 |
| (0.69) | (1.06) | (0.71) | (0.33) | |
| Lev | 0.005*** | −0.002** | 0.003*** | 0.000 |
| (4.08) | (−2.39) | (2.70) | (0.20) | |
| ROA | 0.010*** | 0.011*** | −0.001 | 0.021*** |
| (3.34) | (6.11) | (−0.53) | (7.30) | |
| Growth | −0.000 | 0.000 | 0.000 | −0.000 |
| (−1.46) | (0.96) | (0.17) | (−0.94) | |
| Cash | 0.008*** | 0.003*** | 0.005*** | 0.007*** |
| (3.85) | (2.66) | (2.79) | (3.71) | |
| Size | 0.000 | −0.000** | 0.000* | −0.001** |
| (0.76) | (−2.13) | (1.92) | (−2.04) | |
| Firsthold | −0.004** | −0.002** | −0.003* | −0.004** |
| (−2.26) | (−2.53) | (−1.84) | (−2.45) | |
| Manhold | −0.000 | 0.002** | −0.001 | 0.003*** |
| (−0.30) | (2.38) | (−1.01) | (2.76) | |
| Listage | −0.000 | −0.001*** | 0.000 | −0.001* |
| (−0.33) | (−2.71) | (0.46) | (−1.86) | |
| Boardsize | 0.001 | −0.000 | 0.001 | 0.001 |
| (1.05) | (−0.02) | (1.09) | (0.72) | |
| IndR | −0.002 | −0.003 | 0.001 | −0.003 |
| (−0.35) | (−1.12) | (0.33) | (−0.70) | |
| Bm | −0.014*** | −0.002*** | −0.011*** | −0.008*** |
| (−11.47) | (−2.98) | (−9.21) | (−6.94) | |
| SOE | 0.001 | 0.001 | 0.001 | 0.001 |
| (1.40) | (1.39) | (1.07) | (1.50) | |
| Constant | −0.001 | 0.012*** | −0.006 | 0.016** |
| (−0.10) | (2.84) | (−1.04) | (2.49) | |
| Industry | Yes | Yes | Yes | Yes |
| Year | Yes | Yes | Yes | Yes |
| N | 18,017 | 18,017 | 15,440 | 15,440 |
| Adj-R2 | 0.211 | 0.760 | 0.165 | 0.540 |
| (1) | (2) | (3) | (4) | |
|---|---|---|---|---|
| 0.000 | 0.000 | 0.000 | 0.000 | |
| (0.69) | (1.06) | (0.71) | (0.33) | |
| 0.005*** | −0.002** | 0.003*** | 0.000 | |
| (4.08) | (−2.39) | (2.70) | (0.20) | |
| 0.010*** | 0.011*** | −0.001 | 0.021*** | |
| (3.34) | (6.11) | (−0.53) | (7.30) | |
| −0.000 | 0.000 | 0.000 | −0.000 | |
| (−1.46) | (0.96) | (0.17) | (−0.94) | |
| 0.008*** | 0.003*** | 0.005*** | 0.007*** | |
| (3.85) | (2.66) | (2.79) | (3.71) | |
| 0.000 | −0.000** | 0.000* | −0.001** | |
| (0.76) | (−2.13) | (1.92) | (−2.04) | |
| −0.004** | −0.002** | −0.003* | −0.004** | |
| (−2.26) | (−2.53) | (−1.84) | (−2.45) | |
| −0.000 | 0.002** | −0.001 | 0.003*** | |
| (−0.30) | (2.38) | (−1.01) | (2.76) | |
| −0.000 | −0.001*** | 0.000 | −0.001* | |
| (−0.33) | (−2.71) | (0.46) | (−1.86) | |
| 0.001 | −0.000 | 0.001 | 0.001 | |
| (1.05) | (−0.02) | (1.09) | (0.72) | |
| −0.002 | −0.003 | 0.001 | −0.003 | |
| (−0.35) | (−1.12) | (0.33) | (−0.70) | |
| −0.014*** | −0.002*** | −0.011*** | −0.008*** | |
| (−11.47) | (−2.98) | (−9.21) | (−6.94) | |
| 0.001 | 0.001 | 0.001 | 0.001 | |
| (1.40) | (1.39) | (1.07) | (1.50) | |
| −0.001 | 0.012*** | −0.006 | 0.016** | |
| (−0.10) | (2.84) | (−1.04) | (2.49) | |
| Yes | Yes | Yes | Yes | |
| Yes | Yes | Yes | Yes | |
| 18,017 | 18,017 | 15,440 | 15,440 | |
| 0.211 | 0.760 | 0.165 | 0.540 |
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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