Results of Fisher-type ADF and the Hausman tests
| Panel A: The results of the Fisher-type Augmented-Dickey Fuller (ADF) units root test | |||
|---|---|---|---|
| (1) | (2) | (3) | |
| Variables | Statistics | P-V | Process |
| MPEG | 135.2515 | 0.0006 | ST |
| PEG | 141.6551 | 0.0003 | ST |
| GP | 90.3856 | 0.0103 | ST |
| GPR | 143.4061 | 0.0000 | ST |
| SIZE | 99.9471 | 0.0027 | ST |
| TOBIN_Q | 92.5882 | 0.0005 | ST |
| DEBT | 135.2328 | 0.0000 | ST |
| ROA | 1.02e+04 | 0.0000 | ST |
| AGE | 132.2128 | 0.0000 | ST |
| REST | 142.5685 | 0.0000 | ST |
| DAC | 111.9871 | 0.0000 | ST |
| CSRR | 141.2037 | 0.0000 | ST |
| SOE | 110.0787 | 0.0003 | ST |
| TOP10 | 111.9302 | 0.0002 | ST |
| IOWN | 125.9600 | 0.0000 | ST |
| BSIZE | 135.4062 | 0.0000 | ST |
| BIND | 162.2240 | 0.0000 | ST |
| DUAL | 65.6195 | 0.0320 | ST |
| Panel A: The results of the Fisher-type Augmented-Dickey Fuller (ADF) units root test | |||
|---|---|---|---|
| (1) | (2) | (3) | |
| Variables | Statistics | P-V | Process |
| MPEG | 135.2515 | 0.0006 | ST |
| PEG | 141.6551 | 0.0003 | ST |
| GP | 90.3856 | 0.0103 | ST |
| GPR | 143.4061 | 0.0000 | ST |
| SIZE | 99.9471 | 0.0027 | ST |
| TOBIN_Q | 92.5882 | 0.0005 | ST |
| DEBT | 135.2328 | 0.0000 | ST |
| ROA | 1.02e+04 | 0.0000 | ST |
| AGE | 132.2128 | 0.0000 | ST |
| REST | 142.5685 | 0.0000 | ST |
| DAC | 111.9871 | 0.0000 | ST |
| CSRR | 141.2037 | 0.0000 | ST |
| SOE | 110.0787 | 0.0003 | ST |
| TOP10 | 111.9302 | 0.0002 | ST |
| IOWN | 125.9600 | 0.0000 | ST |
| BSIZE | 135.4062 | 0.0000 | ST |
| BIND | 162.2240 | 0.0000 | ST |
| DUAL | 65.6195 | 0.0320 | ST |
| Panel B: Hausman (1978) test | ||||||||
|---|---|---|---|---|---|---|---|---|
| PEG | MPEG | |||||||
| (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | |
| Variables | Fe | Re | Diff | S.E. | Fe | Re | Diff | S.E. |
| GP* | −0.0049 | −0.0010 | −0.0039 | 0.0012 | −0.0054 | −0.0011 | −0.0043 | 0.0012 |
| SIZE | −0.0145 | −0.0005 | −0.0140 | 0.0014 | −0.0147 | −0.0006 | −0.0140 | 0.0014 |
| TOBIN_Q | −0.0043 | −0.0032 | −0.0011 | 0.0004 | −0.0044 | −0.0029 | −0.0015 | 0.0004 |
| DEBT | 0.0512 | 0.0435 | 0.0077 | 0.0049 | 0.0519 | 0.0429 | 0.0090 | 0.0049 |
| ROA | −0.1010 | −0.0928 | −0.0081 | 0.0075 | −0.1033 | −0.0979 | −0.0054 | 0.0075 |
| AGE | 0.0153 | 0.0089 | 0.0064 | 0.0027 | 0.0153 | 0.0091 | 0.0062 | 0.0027 |
| REST | −0.0009 | 0.0002 | −0.0011 | 0.0007 | −0.0009 | 0.0001 | −0.0010 | 0.0007 |
| DAC | 0.0019 | 0.0016 | 0.0003 | 0.0015 | 0.0018 | 0.0017 | 0.0001 | 0.0015 |
| CSRR | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| SOE | −0.0137 | −0.0060 | −0.0076 | 0.0042 | −0.0127 | −0.0057 | −0.0071 | 0.0043 |
| TOP10 | −0.0158 | 0.0081 | −0.0240 | 0.0081 | −0.0150 | 0.0086 | −0.0236 | 0.0082 |
| IOWN | −0.0184 | −0.0154 | −0.0030 | 0.0027 | −0.0184 | −0.0156 | −0.0028 | 0.0027 |
| BSIZE | −0.0042 | 0.0011 | −0.0053 | 0.0050 | −0.0036 | 0.0015 | −0.0051 | 0.0050 |
| BIND | 0.0260 | 0.0174 | 0.0085 | 0.0134 | 0.0235 | 0.0171 | 0.0064 | 0.0135 |
| DUAL | −0.0006 | −0.0007 | 0.0001 | 0.0016 | −0.0003 | −0.0006 | 0.0003 | 0.0016 |
| χ2(15) = 234.729 (p < 0.001) | χ2(15) = 235.786 (p < 0.001) | |||||||
| Panel B: | ||||||||
|---|---|---|---|---|---|---|---|---|
| PEG | MPEG | |||||||
| (1) | (2) | (3) | (4) | (5) | (6) | (7) | (8) | |
| Variables | Fe | Re | Diff | S.E. | Fe | Re | Diff | S.E. |
| GP* | −0.0049 | −0.0010 | −0.0039 | 0.0012 | −0.0054 | −0.0011 | −0.0043 | 0.0012 |
| SIZE | −0.0145 | −0.0005 | −0.0140 | 0.0014 | −0.0147 | −0.0006 | −0.0140 | 0.0014 |
| TOBIN_Q | −0.0043 | −0.0032 | −0.0011 | 0.0004 | −0.0044 | −0.0029 | −0.0015 | 0.0004 |
| DEBT | 0.0512 | 0.0435 | 0.0077 | 0.0049 | 0.0519 | 0.0429 | 0.0090 | 0.0049 |
| ROA | −0.1010 | −0.0928 | −0.0081 | 0.0075 | −0.1033 | −0.0979 | −0.0054 | 0.0075 |
| AGE | 0.0153 | 0.0089 | 0.0064 | 0.0027 | 0.0153 | 0.0091 | 0.0062 | 0.0027 |
| REST | −0.0009 | 0.0002 | −0.0011 | 0.0007 | −0.0009 | 0.0001 | −0.0010 | 0.0007 |
| DAC | 0.0019 | 0.0016 | 0.0003 | 0.0015 | 0.0018 | 0.0017 | 0.0001 | 0.0015 |
| CSRR | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 | 0.0000 |
| SOE | −0.0137 | −0.0060 | −0.0076 | 0.0042 | −0.0127 | −0.0057 | −0.0071 | 0.0043 |
| TOP10 | −0.0158 | 0.0081 | −0.0240 | 0.0081 | −0.0150 | 0.0086 | −0.0236 | 0.0082 |
| IOWN | −0.0184 | −0.0154 | −0.0030 | 0.0027 | −0.0184 | −0.0156 | −0.0028 | 0.0027 |
| BSIZE | −0.0042 | 0.0011 | −0.0053 | 0.0050 | −0.0036 | 0.0015 | −0.0051 | 0.0050 |
| BIND | 0.0260 | 0.0174 | 0.0085 | 0.0134 | 0.0235 | 0.0171 | 0.0064 | 0.0135 |
| DUAL | −0.0006 | −0.0007 | 0.0001 | 0.0016 | −0.0003 | −0.0006 | 0.0003 | 0.0016 |
Note(s): *The corresponding χ2 values are 232.401 (p < 0.001) for PEG model and 233.071 (p < 0.001) for MPEG model when GPR variant is considered as the proxy for green innovation (result untabulated)
This table presents the stationarity test (Panel A) and Hausman (1978) test (Panel B). All variables are defined in Table 2. This table is prepared by the authors
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