Regression analysis
| Model summary | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| R | R-square | Adjusted R-square | Std. error of the estimate | Change statistics | Durbin–Watson | ||||
| R-square change | F change | df1 | df2 | Sig. F change | |||||
| 0.325 | 0.106 | 0.099 | 0.370 | 0.106 | 14.844 | 3 | 377 | 0.000 | 0.884 |
| Model summary | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| Adjusted | Std. error of the estimate | Change statistics | Durbin–Watson | ||||||
| df1 | df2 | Sig. | |||||||
| 0.325 | 0.106 | 0.099 | 0.370 | 0.106 | 14.844 | 3 | 377 | 0.000 | 0.884 |
| ANOVA | |||||
|---|---|---|---|---|---|
| Sum of squares | Df | Mean square | F | Sig. | |
| Regression | 6.103 | 3 | 2.034 | 14.844 | 0.000 |
| Total | 57.769 | 380 | |||
| Residual | 51.666 | 377 | 0.137 | ||
| ANOVA | |||||
|---|---|---|---|---|---|
| Sum of squares | Df | Mean square | Sig. | ||
| Regression | 6.103 | 3 | 2.034 | 14.844 | 0.000 |
| Total | 57.769 | 380 | |||
| Residual | 51.666 | 377 | 0.137 | ||
| Coefficients | |||||||
|---|---|---|---|---|---|---|---|
| Unstandardised coefficients | Standardised coefficients | t | Sig. | 95.0% confidence interval for B | |||
| B | Std. error | Beta | Lower bound | Upper bound | |||
| (Constant) | 0.546 | 0.045 | 12.190 | 0.000 | 0.458 | 0.634 | |
| One-man business pay well | 0.044 | 0.017 | 0.140 | 2.553 | 0.011 | 0.010 | 0.078 |
| One-man businesses pay salaries on time | 0.048 | 0.014 | 0.185 | 3.345 | 0.001 | 0.020 | 0.076 |
| One-man business pay pension | 0.034 | 0.016 | 0.110 | 2.164 | 0.031 | 0.003 | 0.065 |
| Coefficients | |||||||
|---|---|---|---|---|---|---|---|
| Unstandardised coefficients | Standardised coefficients | Sig. | 95.0% confidence interval for | ||||
| Std. error | Beta | Lower bound | Upper bound | ||||
| (Constant) | 0.546 | 0.045 | 12.190 | 0.000 | 0.458 | 0.634 | |
| One-man business pay well | 0.044 | 0.017 | 0.140 | 2.553 | 0.011 | 0.010 | 0.078 |
| One-man businesses pay salaries on time | 0.048 | 0.014 | 0.185 | 3.345 | 0.001 | 0.020 | 0.076 |
| One-man business pay pension | 0.034 | 0.016 | 0.110 | 2.164 | 0.031 | 0.003 | 0.065 |
Source(s): Author's computation, 2020