Path analysis with sustainability-oriented resource availability as explanatory variable
| EU | UK | USA | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Testing path | Label | Coefficient | Boot SE | CI lower | CI upper | Coefficient | Boot SE | CI lower | CI upper | Coefficient | Boot SE | CI lower | CI upper |
| Panel A: Path analysis with responsible innovation as a mediator | |||||||||||||
| Direct effect | |||||||||||||
| Sustainability-oriented resource availability → responsible innovation | a | 1.02*** | 0.10 | 0.83 | 1.21 | 0.83*** | 0.09 | 0.65 | 1.01 | 1.00*** | 0.12 | 0.78 | 1.23 |
| Responsible innovation → competitiveness | b | 0.18*** | 0.02 | 0.14 | 0.22 | 0.17*** | 0.09 | 0.13 | 0.21 | 0.12*** | 0.03 | 0.05 | 0.18 |
| Sustainability-oriented resource availability → competitiveness | c | 0.27*** | 0.03 | 0.21 | 0.33 | 0.21*** | 0.03 | 0.14 | 0.27 | 0.19*** | 0.04 | 0.11 | 0.26 |
| Indirect effect | |||||||||||||
| Sustainability-oriented resource availability → responsible innovation → competitiveness | A * b | 0.23*** | 0.08 | 0.06 | 0.40 | 0.27** | 0.13 | 0.03 | 0.52 | 0.13 | 0.11 | −0.08 | 0.35 |
| Total effect | |||||||||||||
| Sustainability-oriented resource availability → competitiveness | c + (a * b) | 0.50*** | 0.09 | 0.32 | 0.67 | 0.48*** | 0.13 | 0.23 | 0.73 | 0.32*** | 0.12 | 0.08 | 0.55 |
| Panel B: Path analysis with organisational support as a mediator | |||||||||||||
| Direct effect | |||||||||||||
| Sustainability-oriented resource availability → organisational support | e | 0.22*** | 0.03 | 0.19 | 0.25 | 0.23*** | 0.01 | 0.20 | 0.25 | 0.24*** | 0.02 | 0.21 | 0.28 |
| Organisational support → competitiveness | f | 0.84*** | 0.12 | 0.60 | 1.08 | 0.64*** | 0.11 | 0.43 | 0.84 | 0.44*** | 0.14 | 0.17 | 0.71 |
| Sustainability-oriented resource availability → competitiveness | d | 0.28*** | 0.03 | 0.21 | 0.33 | 0.21*** | 0.03 | 0.14 | 0.27 | 0.19*** | 0.04 | 0.11 | 0.26 |
| Indirect effect | |||||||||||||
| Sustainability-oriented resource availability → organisational support → competitiveness | e * f | 0.60 | 0.38 | −0.15 | 1.36 | 0.62 | 0.41 | −0.20 | 1.43 | −0.49 | 0.46 | −1.40 | 0.42 |
| Total effect | |||||||||||||
| Sustainability-oriented resource availability → competitiveness | d + (e * f) | 0.88** | 0.38 | 0.12 | 1.63 | 0.82** | 0.42 | 0.00 | 1.64 | −0.31 | 0.47 | −1.22 | 0.61 |
| Testing path | Label | Coefficient | Boot | Coefficient | Boot | Coefficient | Boot | ||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Direct effect | |||||||||||||
| Sustainability-oriented resource availability → responsible innovation | a | 1.02 | 0.10 | 0.83 | 1.21 | 0.83 | 0.09 | 0.65 | 1.01 | 1.00 | 0.12 | 0.78 | 1.23 |
| Responsible innovation → competitiveness | b | 0.18 | 0.02 | 0.14 | 0.22 | 0.17 | 0.09 | 0.13 | 0.21 | 0.12 | 0.03 | 0.05 | 0.18 |
| Sustainability-oriented resource availability → competitiveness | c | 0.27 | 0.03 | 0.21 | 0.33 | 0.21 | 0.03 | 0.14 | 0.27 | 0.19 | 0.04 | 0.11 | 0.26 |
| Indirect effect | |||||||||||||
| Sustainability-oriented resource availability → responsible innovation → competitiveness | A | 0.23 | 0.08 | 0.06 | 0.40 | 0.27 | 0.13 | 0.03 | 0.52 | 0.13 | 0.11 | −0.08 | 0.35 |
| Total effect | |||||||||||||
| Sustainability-oriented resource availability → competitiveness | c + (a | 0.50 | 0.09 | 0.32 | 0.67 | 0.48 | 0.13 | 0.23 | 0.73 | 0.32 | 0.12 | 0.08 | 0.55 |
| Direct effect | |||||||||||||
| Sustainability-oriented resource availability → organisational support | e | 0.22 | 0.03 | 0.19 | 0.25 | 0.23 | 0.01 | 0.20 | 0.25 | 0.24 | 0.02 | 0.21 | 0.28 |
| Organisational support → competitiveness | f | 0.84 | 0.12 | 0.60 | 1.08 | 0.64 | 0.11 | 0.43 | 0.84 | 0.44 | 0.14 | 0.17 | 0.71 |
| Sustainability-oriented resource availability → competitiveness | d | 0.28 | 0.03 | 0.21 | 0.33 | 0.21 | 0.03 | 0.14 | 0.27 | 0.19 | 0.04 | 0.11 | 0.26 |
| Indirect effect | |||||||||||||
| Sustainability-oriented resource availability → organisational support → competitiveness | e | 0.60 | 0.38 | −0.15 | 1.36 | 0.62 | 0.41 | −0.20 | 1.43 | −0.49 | 0.46 | −1.40 | 0.42 |
| Total effect | |||||||||||||
| Sustainability-oriented resource availability → competitiveness | d + (e | 0.88 | 0.38 | 0.12 | 1.63 | 0.82 | 0.42 | 0.00 | 1.64 | −0.31 | 0.47 | −1.22 | 0.61 |
The results of the path analysis with bootstrap procedure include all control variables; Latent variables have undergone a transformation process via the Box-Cox technique, Significance levels: *p < 0.10; **p < 0.05; ***p < 0.01
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