Total direct effects, multicollinearity and effect size – managers
| Effect type | Hypothesis | Relationship | β | Mean | SE | t-Stat | VIF | Confidence interval (95% bias-corrected) | f2 | p-value | Interpretation | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| LB | UB | |||||||||||
| Direct | H1 | PIPM → PEKM | 0.278 | 0.283 | 0.15 | 1.861 | 1.588 | −0.042 | 0.538 | 0.056 | 0.063 | Marginally supported |
| H2 | PIPM → PPRM | 0.355 | 0.359 | 0.109 | 3.255 | 1.671 | 0.125 | 0.552 | 0.126 | 0.001 | Fully supported | |
| H3 | PIPM → RMAC | 0.600 | 0.588 | 0.095 | 6.342 | 1.588 | 0.413 | 0.774 | 0.415 | 0.000 | Fully supported | |
| H4 | ARB → FSSE | 0.464 | 0.465 | 0.089 | 5.231 | 1,000 | 0.283 | 0.631 | 0.275 | 0.000 | Fully supported | |
| H5 | ARB → PEKM | 0.124 | 0.128 | 0.095 | 1.295 | 1.588 | −0.069 | 0.303 | 0.011 | 0.195 | Not supported | |
| H6 | ARB → PPRM | 0.050 | 0.057 | 0.074 | 0.677 | 1.729 | −0.101 | 0.184 | 0.002 | 0.498 | Not supported | |
| H7 | ARB → RMAC | 0.113 | 0.121 | 0.072 | 1.565 | 1.588 | −0.026 | 0.257 | 0.015 | 0.118 | Not supported | |
| H8 | ARP → PPRM | 0.355 | 0.351 | 0.085 | 4.196 | 1.354 | 0.179 | 0.508 | 0.156 | 0.000 | Fully supported | |
| H9 | ARP → RCEI | 0.311 | 0.312 | 0.081 | 3.835 | 1.000 | 0.145 | 0.464 | 0.107 | 0.000 | Fully supported | |
| H10 | FSSE → IMPL | 0.238 | 0.239 | 0.168 | 1.421 | 2.617 | −0.095 | 0.561 | 0.039 | 0.155 | Not supported | |
| H11 | PEKM → IMPL | 0.037 | 0.050 | 0.104 | 0.356 | 1.922 | −0.168 | 0.238 | 0.001 | 0.722 | Not supported | |
| H12 | PPRM → IMPL | 0.003 | 0.010 | 0.162 | 0.016 | 3.187 | −0.328 | 0.313 | 0.000 | 0.987 | Not supported | |
| H13 | RCEI → IMPL | −0.065 | −0.048 | 0.103 | 0.63 | 2.012 | −0.269 | 0.133 | 0.004 | 0.529 | Not supported | |
| H14 | RMAC → IMPL | 0.351 | 0.320 | 0.182 | 1.925 | 3.768 | 0.003 | 0.712 | 0.059 | 0.054 | Marginally supported | |
| Moderating | H15 | IAC × RMAC → IMPL | 0.033 | 0.030 | 0.064 | 0.52 | 1.401 | −0.094 | 0.162 | 0.003 | 0.603 | Not supported |
| H16 | TPC × PEKM → IMPL | 0.154 | 0.154 | 0.086 | 1.786 | 1.263 | −0.014 | 0.326 | 0.035 | 0.074 | Not supported | |
| Effect type | Hypothesis | Relationship | β | Mean | SE | VIF | Confidence interval (95% bias-corrected) | Interpretation | ||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| LB | UB | |||||||||||
| Direct | PIPM → PEKM | 0.278 | 0.283 | 0.15 | 1.861 | 1.588 | −0.042 | 0.538 | 0.056 | 0.063 | Marginally supported | |
| PIPM → PPRM | 0.355 | 0.359 | 0.109 | 3.255 | 1.671 | 0.125 | 0.552 | 0.126 | 0.001 | Fully supported | ||
| PIPM → RMAC | 0.600 | 0.588 | 0.095 | 6.342 | 1.588 | 0.413 | 0.774 | 0.415 | 0.000 | Fully supported | ||
| ARB → FSSE | 0.464 | 0.465 | 0.089 | 5.231 | 1,000 | 0.283 | 0.631 | 0.275 | 0.000 | Fully supported | ||
| ARB → PEKM | 0.124 | 0.128 | 0.095 | 1.295 | 1.588 | −0.069 | 0.303 | 0.011 | 0.195 | Not supported | ||
| ARB → PPRM | 0.050 | 0.057 | 0.074 | 0.677 | 1.729 | −0.101 | 0.184 | 0.002 | 0.498 | Not supported | ||
| ARB → RMAC | 0.113 | 0.121 | 0.072 | 1.565 | 1.588 | −0.026 | 0.257 | 0.015 | 0.118 | Not supported | ||
| ARP → PPRM | 0.355 | 0.351 | 0.085 | 4.196 | 1.354 | 0.179 | 0.508 | 0.156 | 0.000 | Fully supported | ||
| ARP → RCEI | 0.311 | 0.312 | 0.081 | 3.835 | 1.000 | 0.145 | 0.464 | 0.107 | 0.000 | Fully supported | ||
| FSSE → IMPL | 0.238 | 0.239 | 0.168 | 1.421 | 2.617 | −0.095 | 0.561 | 0.039 | 0.155 | Not supported | ||
| PEKM → IMPL | 0.037 | 0.050 | 0.104 | 0.356 | 1.922 | −0.168 | 0.238 | 0.001 | 0.722 | Not supported | ||
| PPRM → IMPL | 0.003 | 0.010 | 0.162 | 0.016 | 3.187 | −0.328 | 0.313 | 0.000 | 0.987 | Not supported | ||
| RCEI → IMPL | −0.065 | −0.048 | 0.103 | 0.63 | 2.012 | −0.269 | 0.133 | 0.004 | 0.529 | Not supported | ||
| RMAC → IMPL | 0.351 | 0.320 | 0.182 | 1.925 | 3.768 | 0.003 | 0.712 | 0.059 | 0.054 | Marginally supported | ||
| Moderating | IAC × RMAC → IMPL | 0.033 | 0.030 | 0.064 | 0.52 | 1.401 | −0.094 | 0.162 | 0.003 | 0.603 | Not supported | |
| TPC × PEKM → IMPL | 0.154 | 0.154 | 0.086 | 1.786 | 1.263 | −0.014 | 0.326 | 0.035 | 0.074 | Not supported | ||
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