Hierarchical regression analysis
| Predictor | Model 1 | Model 2 | Model 3 | Tolerance | VIF |
|---|---|---|---|---|---|
| β | β | β | |||
| Constant | 4.449 | 2.972 | 2.121 | n/a | n/a |
| Control variables | |||||
| Age group | −0.031** | −0.016** | −0.010** | n/a | n/a |
| Education level | −0.120** | −0.135** | −0.129** | n/a | n/a |
| Marital status | −0.064** | −0.085* | −0.003* | n/a | n/a |
| Home ownership | −0.142* | −0.190 ** | −0.085** | n/a | n/a |
| Duration in business operation | −0.254** | −0.080** | −0.165* | n/a | n/a |
| Main variables | |||||
| Financial inclusion | 0.369* | 0.258* | 0.696 | 1.561 | |
| Financial literacy | 0.340* | 0.854 | 1.171 | ||
| R2 | 0.106 | 0.201 | 0.300 | ||
| Adj. R2 | 0.005 | 0.089 | 0.183 | ||
| ΔR2 | 0.106 | 0.095 | 0.099 | ||
| ΔF | 1.045 | 5.094 | 5.935 | ||
| Predictor | Model 1 | Model 2 | Model 3 | Tolerance | VIF |
|---|---|---|---|---|---|
| β | β | β | |||
| Constant | 4.449 | 2.972 | 2.121 | n/a | n/a |
| Age group | −0.031** | −0.016** | −0.010** | n/a | n/a |
| Education level | −0.120** | −0.135** | −0.129** | n/a | n/a |
| Marital status | −0.064** | −0.085* | −0.003* | n/a | n/a |
| Home ownership | −0.142* | −0.190 ** | −0.085** | n/a | n/a |
| Duration in business operation | −0.254** | −0.080** | −0.165* | n/a | n/a |
| Financial inclusion | 0.369* | 0.258* | 0.696 | 1.561 | |
| Financial literacy | 0.340* | 0.854 | 1.171 | ||
| 0.106 | 0.201 | 0.300 | |||
| Adj. | 0.005 | 0.089 | 0.183 | ||
| Δ | 0.106 | 0.095 | 0.099 | ||
| Δ | 1.045 | 5.094 | 5.935 | ||
Note(s): n = 379; significance level: **p < 0.01 and *p < 0.05
Source(s): Created by authors
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