Regression analysis:
| Model summary | |||||
|---|---|---|---|---|---|
| Model | R | R square | Adjusted R square | Std. Error of the estimate | Durbin–Watson |
| 1 | 0.380 | 0.144 | 0.125 | 1.02163 | 2.000 |
| Model summary | |||||
|---|---|---|---|---|---|
| Model | Adjusted | Std. Error of the estimate | Durbin–Watson | ||
| 1 | 0.380 | 0.144 | 0.125 | 1.02163 | 2.000 |
| ANOVA | ||||||
|---|---|---|---|---|---|---|
| Model | Sum of squares | df | Mean square | F | Sig | |
| 1 | Regression | 38.579 | 5 | 7.716 | 7.393** | 0.000 |
| Residual | 228.575 | 219 | 1.044 | |||
| Total | 267.154 | 224 | ||||
| ANOVA | ||||||
|---|---|---|---|---|---|---|
| Model | Sum of squares | df | Mean square | F | Sig | |
| 1 | Regression | 38.579 | 5 | 7.716 | 7.393** | 0.000 |
| Residual | 228.575 | 219 | 1.044 | |||
| Total | 267.154 | 224 | ||||
| Coefficients | ||||||||
|---|---|---|---|---|---|---|---|---|
| Model | Unstandardized coefficients | Standardized coefficients | Sig | Collinearity statistics | ||||
| B | Std. Error | Beta | t | Tolerance | VIF | |||
| 1 | (Constant) | −0.229 | 0.859 | −0.267 | 0.790 | |||
| EI | 0.814 | 0.157 | 0.328** | 5.192** | 0.000 | 0.979 | 1.022 | |
| GEN | 0.093 | 0.147 | 0.040 | 0.636 | 0.525 | 0.973 | 1.028 | |
| AI | 0.264 | 0.090 | 0.185** | 2.932** | 0.004 | 0.980 | 1.021 | |
| REL | −0.010 | 0.116 | −0.005 | −0.083 | 0.934 | 0.979 | 1.022 | |
| INC | −0.035 | 0.070 | −0.032 | −0.500 | 0.617 | 0.980 | 1.020 | |
| Average VIF | = 1.023 | |||||||
| Coefficients | ||||||||
|---|---|---|---|---|---|---|---|---|
| Model | Unstandardized coefficients | Standardized coefficients | Sig | Collinearity statistics | ||||
| B | Std. Error | Beta | Tolerance | VIF | ||||
| 1 | (Constant) | −0.229 | 0.859 | −0.267 | 0.790 | |||
| EI | 0.814 | 0.157 | 0.328** | 5.192** | 0.000 | 0.979 | 1.022 | |
| GEN | 0.093 | 0.147 | 0.040 | 0.636 | 0.525 | 0.973 | 1.028 | |
| AI | 0.264 | 0.090 | 0.185** | 2.932** | 0.004 | 0.980 | 1.021 | |
| REL | −0.010 | 0.116 | −0.005 | −0.083 | 0.934 | 0.979 | 1.022 | |
| INC | −0.035 | 0.070 | −0.032 | −0.500 | 0.617 | 0.980 | 1.020 | |
| Average VIF | = 1.023 | |||||||
Note(s): a. Dependent Variable: FT; **significant at 0.01. Number of observations = 225
Source(s): Author's computation (2023) from SPSS version 25
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