Primary test results
| Variable | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) |
|---|---|---|---|---|---|---|---|---|---|
| Full sample | Full sample | Full sample | Full sample | Full sample | Political connections | Without political connections | Bank- connections | Without bank connections | |
| Δlnpatent | Δlnpatent | Δlnpatent1 | Δlnpatent2 | Δlnpatent3 | Δlnpatent | Δlnpatent | Δlnpatent | Δlnpatent | |
| Reform | 0.5552*** | 0.5681*** | 0.2235** | 0.3352*** | 0.0843 | 0.4083** | 0.7124*** | 0.2656** | 0.7357*** |
| (7.53) | (7.77) | (2.40) | (3.23) | (1.02) | (2.41) | (8.69) | (2.48) | (8.86) | |
| Lnage | −0.0797 | −0.0770 | −0.1290 | 0.0249 | 0.1103 | −0.0722 | 0.0695 | −0.0931 | |
| (−0.85) | (−0.65) | (−0.97) | (0.24) | (0.55) | (−0.68) | (0.39) | (−0.86) | ||
| Lnsize | −0.0443 | −0.1599*** | 0.0051 | 0.0255 | −0.2191** | −0.0118 | −0.2264** | −0.0087 | |
| (−0.96) | (−2.72) | (0.08) | (0.49) | (−2.14) | (−0.24) | (−2.27) | (−0.17) | ||
| Growth | 0.1010** | 0.1388** | 0.1710** | 0.0980* | 0.2125 | 0.0970** | 0.0798 | 0.0827 | |
| (2.06) | (2.23) | (2.46) | (1.78) | (1.36) | (1.98) | (0.65) | (1.60) | ||
| Power | −0.0434 | 0.0044 | −0.0311 | 0.0503 | 0.0074 | −0.0573 | 0.0273 | −0.0553 | |
| (−1.11) | (0.09) | (−0.56) | (1.14) | (0.09) | (−1.35) | (0.34) | (−1.29) | ||
| RoA | 2.0607** | 2.4338** | 3.1009** | 2.1013** | 1.3817 | 2.2325** | 1.8744 | 2.3329** | |
| (2.23) | (2.07) | (2.37) | (2.02) | (0.64) | (2.30) | (0.91) | (2.37) | ||
| Lev | −0.0267 | −0.3074 | −0.6016 | −0.4341 | 0.3949 | −0.0953 | 0.5875 | −0.0632 | |
| (−0.10) | (−0.92) | (−1.62) | (−1.47) | (0.71) | (−0.33) | (1.11) | (−0.22) | ||
| Indro | 1.4453** | 1.3369 | 1.2998 | 1.0628 | 1.6736 | 1.1575 | 1.9101 | 1.0648 | |
| (2.05) | (1.49) | (1.30) | (1.34) | (1.21) | (1.46) | (1.41) | (1.33) | ||
| Lnboard | 0.1926 | 0.1852 | 0.0448 | 0.2398 | −0.3725 | 0.3643 | −0.3449 | 0.3879 | |
| (0.88) | (0.66) | (0.14) | (0.97) | (−0.84) | (1.47) | (−0.82) | (1.53) | ||
| Ratio | 0.0114 | 0.0028 | 0.0250* | 0.0096 | 0.0416* | −0.0061 | 0.0510** | −0.0091 | |
| (1.10) | (0.21) | (1.70) | (0.82) | (1.79) | (−0.53) | (2.29) | (−0.78) | ||
| Year | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Ind | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Constant | 0.1131 | 0.1659 | 3.4762** | 0.3030 | −1.8037 | 5.4186** | −1.1643 | 5.1397** | −1.2654 |
| (0.41) | (0.15) | (2.55) | (0.20) | (−1.49) | (2.32) | (−0.99) | (2.27) | (−1.06) | |
| N | 654 | 654 | 654 | 654 | 654 | 204 | 450 | 214 | 440 |
| R2_Adj | 0.126 | 0.147 | 0.350 | 0.263 | 0.101 | 0.101 | 0.249 | 0.0744 | 0.257 |
| F | 2.960 | 2.979 | 7.177 | 5.095 | 2.282 | 2.457 | 3.610 | 2.336 | 3.661 |
| Chow test | 0.032 | 0.014 | |||||||
| Variable | (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | (9) |
|---|---|---|---|---|---|---|---|---|---|
| Full sample | Full sample | Full sample | Full sample | Full sample | Political connections | Without political connections | Bank- connections | Without bank connections | |
| 0.5552*** | 0.5681*** | 0.2235** | 0.3352*** | 0.0843 | 0.4083** | 0.7124*** | 0.2656** | 0.7357*** | |
| (7.53) | (7.77) | (2.40) | (3.23) | (1.02) | (2.41) | (8.69) | (2.48) | (8.86) | |
| −0.0797 | −0.0770 | −0.1290 | 0.0249 | 0.1103 | −0.0722 | 0.0695 | −0.0931 | ||
| (−0.85) | (−0.65) | (−0.97) | (0.24) | (0.55) | (−0.68) | (0.39) | (−0.86) | ||
| −0.0443 | −0.1599*** | 0.0051 | 0.0255 | −0.2191** | −0.0118 | −0.2264** | −0.0087 | ||
| (−0.96) | (−2.72) | (0.08) | (0.49) | (−2.14) | (−0.24) | (−2.27) | (−0.17) | ||
| 0.1010** | 0.1388** | 0.1710** | 0.0980* | 0.2125 | 0.0970** | 0.0798 | 0.0827 | ||
| (2.06) | (2.23) | (2.46) | (1.78) | (1.36) | (1.98) | (0.65) | (1.60) | ||
| −0.0434 | 0.0044 | −0.0311 | 0.0503 | 0.0074 | −0.0573 | 0.0273 | −0.0553 | ||
| (−1.11) | (0.09) | (−0.56) | (1.14) | (0.09) | (−1.35) | (0.34) | (−1.29) | ||
| 2.0607** | 2.4338** | 3.1009** | 2.1013** | 1.3817 | 2.2325** | 1.8744 | 2.3329** | ||
| (2.23) | (2.07) | (2.37) | (2.02) | (0.64) | (2.30) | (0.91) | (2.37) | ||
| −0.0267 | −0.3074 | −0.6016 | −0.4341 | 0.3949 | −0.0953 | 0.5875 | −0.0632 | ||
| (−0.10) | (−0.92) | (−1.62) | (−1.47) | (0.71) | (−0.33) | (1.11) | (−0.22) | ||
| 1.4453** | 1.3369 | 1.2998 | 1.0628 | 1.6736 | 1.1575 | 1.9101 | 1.0648 | ||
| (2.05) | (1.49) | (1.30) | (1.34) | (1.21) | (1.46) | (1.41) | (1.33) | ||
| 0.1926 | 0.1852 | 0.0448 | 0.2398 | −0.3725 | 0.3643 | −0.3449 | 0.3879 | ||
| (0.88) | (0.66) | (0.14) | (0.97) | (−0.84) | (1.47) | (−0.82) | (1.53) | ||
| 0.0114 | 0.0028 | 0.0250* | 0.0096 | 0.0416* | −0.0061 | 0.0510** | −0.0091 | ||
| (1.10) | (0.21) | (1.70) | (0.82) | (1.79) | (−0.53) | (2.29) | (−0.78) | ||
| Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | |
| Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | |
| Constant | 0.1131 | 0.1659 | 3.4762** | 0.3030 | −1.8037 | 5.4186** | −1.1643 | 5.1397** | −1.2654 |
| (0.41) | (0.15) | (2.55) | (0.20) | (−1.49) | (2.32) | (−0.99) | (2.27) | (−1.06) | |
| 654 | 654 | 654 | 654 | 654 | 204 | 450 | 214 | 440 | |
| 0.126 | 0.147 | 0.350 | 0.263 | 0.101 | 0.101 | 0.249 | 0.0744 | 0.257 | |
| 2.960 | 2.979 | 7.177 | 5.095 | 2.282 | 2.457 | 3.610 | 2.336 | 3.661 | |
| Chow test | 0.032 | 0.014 | |||||||
Note(s): This table reports our measurement results through (Equ 0.1). Variables are as defined in Table 2. ***, **, and *respectively indicate significance level at 1, 5, and 10%
Source(s): Table by authors
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