Interconnectedness of AI technologies in ICT security and eco-innovation (Hypothesis 6)
| Size | Coef | OLS | OLS HC0 | SLX | SAR |
|---|---|---|---|---|---|
| Small | (Intercept) | 100.221 [9.264] <0.001 | 100.221 [8.460] <0.001 | 101.596 [23.128] <0.001 | 98.507 [37.417] 0.008 |
| AI_scr_S | 6.073 [4.246] 0.165 | 6.073 [3.841] 0.126 | 6.003 [4.463] 0.191 | 6.052 [4.089] 0.139 | |
| lag.AI_scr_S | – | – | −0.802 [12.308] 0.949 | – | |
| rho | – | – | – | 0.017 [0.328] 0.959 | |
| R2 Adj. | 0.076/0.039 | – | 0.076/−0.001 | – | |
| Shapiro–Wilk | W = 0.94683, p-value = 0.1794 | ||||
| Breusch–Pagan | BP = 0.014448, df = 1, p-value = 0.9043 | ||||
| Moran I | Moran I = 0.44788, p-value = 0.3271 | ||||
| Medium | (Intercept) | 94.558 [9.069] <0.001 | 94.558 [8.077] <0.001 | 100.838 [19.492] <0.001 | 93.963 [36.197] 0.009 |
| AI_scr_M | 3.756 [1.680] 0.035 | 3.756 [1.517] 0.020 | 3.716 [1.713] 0.040 | 3.753 [1.617] 0.020 | |
| lag.AI_scr_M | – | – | −1.532 [4.187] 0.718 | – | |
| rho | – | – | – | 0.006 [0.319] 0.986 | |
| R2 Adj. | 0.167/0.133 | 0.171/0.102 | |||
| Shapiro–Wilk | W = 0.95168, p-value = 0.2354 | ||||
| Breusch–Pagan | BP = 0.072877, df = 1, p-value = 0.7872 | ||||
| Moran I | Moran I = 0.57553, p-value = 0.2825 | ||||
| Large | (Intercept) | 76.495 [9.492] <0.001 | 76.495 [8.393] <0.001 | 54.119 [24.858] 0.040 | 80.382 [34.565] 0.020 |
| AI_scr_L | 2.867 [0.707] <0.001 | 2.867 [0.729] <0.001 | 2.886 [0.708] <0.001 | 2.873 [0.679] <0.001 | |
| lag.AI_scr_L | – | – | 2.091 [2.147] 0.340 | – | |
| rho | – | – | – | −0.038 [0.311] 0.902 | |
| R2 Adj. | 0.406/0.382 | – | 0.430/0.380 | – | |
| Shapiro–Wilk | W = 0.96855, p-value = 0.586 | ||||
| Breusch–Pagan | BP = 1.1232, df = 1, p-value = 0.2892 | ||||
| Moran I | Moran I = −0.27464, p-value = 0.6082 | ||||
| Size | Coef | OLS | OLS HC0 | SLX | SAR |
|---|---|---|---|---|---|
| Small | (Intercept) | 100.221 [9.264] <0.001 | 100.221 [8.460] <0.001 | 101.596 [23.128] <0.001 | 98.507 [37.417] 0.008 |
| AI_scr_S | 6.073 [4.246] 0.165 | 6.073 [3.841] 0.126 | 6.003 [4.463] 0.191 | 6.052 [4.089] 0.139 | |
| lag.AI_scr_S | – | – | −0.802 [12.308] 0.949 | – | |
| rho | – | – | – | 0.017 [0.328] 0.959 | |
| 0.076/0.039 | – | 0.076/−0.001 | – | ||
| Shapiro–Wilk | W = 0.94683, | ||||
| Breusch–Pagan | BP = 0.014448, df = 1, | ||||
| Moran I | Moran I = 0.44788, | ||||
| Medium | (Intercept) | 94.558 [9.069] <0.001 | 94.558 [8.077] <0.001 | 100.838 [19.492] <0.001 | 93.963 [36.197] 0.009 |
| AI_scr_M | 3.756 [1.680] 0.035 | 3.756 [1.517] 0.020 | 3.716 [1.713] 0.040 | 3.753 [1.617] 0.020 | |
| lag.AI_scr_M | – | – | −1.532 [4.187] 0.718 | – | |
| rho | – | – | – | 0.006 [0.319] 0.986 | |
| 0.167/0.133 | 0.171/0.102 | ||||
| Shapiro–Wilk | W = 0.95168, | ||||
| Breusch–Pagan | BP = 0.072877, df = 1, | ||||
| Moran I | Moran I = 0.57553, | ||||
| Large | (Intercept) | 76.495 [9.492] <0.001 | 76.495 [8.393] <0.001 | 54.119 [24.858] 0.040 | 80.382 [34.565] 0.020 |
| AI_scr_L | 2.867 [0.707] <0.001 | 2.867 [0.729] <0.001 | 2.886 [0.708] <0.001 | 2.873 [0.679] <0.001 | |
| lag.AI_scr_L | – | – | 2.091 [2.147] 0.340 | – | |
| rho | – | – | – | −0.038 [0.311] 0.902 | |
| 0.406/0.382 | – | 0.430/0.380 | – | ||
| Shapiro–Wilk | W = 0.96855, | ||||
| Breusch–Pagan | BP = 1.1232, df = 1, | ||||
| Moran I | Moran I = −0.27464, | ||||
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