Hypothesis testing
| Hypothesis | Path coefficients (β) | Standard errors | t-statistics | 5% | 95% | p-values | Decision |
|---|---|---|---|---|---|---|---|
| H1: SC → IU | 0.152 | 0.071 | 2.140 | 0.035 | 0.268 | 0.016 | Supported |
| H2: SC → IA | 0.100 | 0.079 | 1.263 | −0.030 | 0.231 | 0.103 | Unsupported |
| H3: IQ → IU | 0.108 | 0.088 | 1.229 | −0.036 | 0.252 | 0.110 | Unsupported |
| H4: IQ → IA | −0.041 | 0.067 | 0.609 | −0.150 | 0.069 | 0.271 | Unsupported |
| H5: IC → IU | 0.223 | 0.117 | 1.904 | 0.030 | 0.416 | 0.028 | Supported |
| H6: IC → IA | 0.138 | 0.101 | 1.365 | −0.028 | 0.304 | 0.086 | Unsupported |
| H7: IN → IU | 0.601 | 0.068 | 8.811 | 0.489 | 0.713 | 0.000 | Supported |
| H8: IN → IA | 0.470 | 0.113 | 4.168 | 0.285 | 0.656 | 0.000 | Supported |
| H9: IU → IA | 0.377 | 0.133 | 2.833 | 0.158 | 0.596 | 0.002 | Supported |
| H10: IA → VI | 0.843 | 0.044 | 19.030 | 0.770 | 0.916 | 0.000 | Supported |
| H11: VI → V | 0.850 | 0.052 | 16.444 | 0.765 | 0.935 | 0.000 | Supported |
| Hypothesis | Path coefficients (β) | Standard errors | 5% | 95% | Decision | ||
|---|---|---|---|---|---|---|---|
| 0.152 | 0.071 | 2.140 | 0.035 | 0.268 | 0.016 | Supported | |
| 0.100 | 0.079 | 1.263 | −0.030 | 0.231 | 0.103 | Unsupported | |
| 0.108 | 0.088 | 1.229 | −0.036 | 0.252 | 0.110 | Unsupported | |
| −0.041 | 0.067 | 0.609 | −0.150 | 0.069 | 0.271 | Unsupported | |
| 0.223 | 0.117 | 1.904 | 0.030 | 0.416 | 0.028 | Supported | |
| 0.138 | 0.101 | 1.365 | −0.028 | 0.304 | 0.086 | Unsupported | |
| 0.601 | 0.068 | 8.811 | 0.489 | 0.713 | 0.000 | Supported | |
| 0.470 | 0.113 | 4.168 | 0.285 | 0.656 | 0.000 | Supported | |
| 0.377 | 0.133 | 2.833 | 0.158 | 0.596 | 0.002 | Supported | |
| 0.843 | 0.044 | 19.030 | 0.770 | 0.916 | 0.000 | Supported | |
| 0.850 | 0.052 | 16.444 | 0.765 | 0.935 | 0.000 | Supported |
Measurement correlation-values: p < 0.100; p < 0.050; p < 0.010; p < 0.001
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