Estimates of logistic regression model for 2020
| Explanatory variables | Estimated parameters | Wald test | Exponential regression coefficient exp.(B) | ||||
|---|---|---|---|---|---|---|---|
| Regression coefficient | Standard error | Wald statistic | Degrees of freedom | Calculated significance | |||
| Urban | Constant | 1.66 | 1.663 | 1.159 | 1 | 0.09* | 5.27 |
| Experience | −0.0399 | 0.022 | 0.55 | 1 | 0.07* | 0.94 | |
| Spending on education | −0.671 | 0.08 | 52.2 | 1 | 0.000*** | 0.511 | |
| Family size | 0.7677 | 0.099 | 61 | 1 | 0.000*** | 2.15 | |
| Marital status | −0.655 | 0.5 | 7.2 | 1 | 0.248 | 1.3 | |
| Gender | 0.0566 | 0.3 | 4.4 | 1 | 0.950 | 1.02 | |
| Education level | −0.0767 | 0.073 | 34 | 1 | 0.000*** | 0.926 | |
| Rural | Constant | 1.86 | 0.92 | 1.485 | 1 | 0.04** | 6.46 |
| Experience | −0.06 | 0.008 | 3.325 | 1 | 0.000* | 0.941 | |
| Spending on education | −0.654 | 0.033 | 384.69 | 1 | 0.000*** | 0.56 | |
| Family size | 0.8271 | 0.076 | 572.6 | 1 | 0.000*** | 2.28 | |
| Marital status | 0.154 | 0.208 | 4.9 | 1 | 0.4 | 1.16 | |
| Gender | −0.24 | 0.357 | 12.9 | 1 | 0.41 | 0.781 | |
| Education level | −0.574 | 0.061 | 36.5 | 1 | 0.00*** | 0.932 | |
| All Egypt | Constant | 0.33 | 0.4 | 7.04 | 1 | 0.95 | 2 |
| Experience | −0.05 | 0.03 | 1.82 | 1 | 0.000*** | 0.97 | |
| Spending on education | −1.214 | 0.4 | 10.3 | 1 | 0.000*** | 0.5 | |
| Family size | 1.27 | 0.39 | 0.105 | 1 | 0.000*** | 3.57 | |
| Marital status | −13.52 | 2.5 | 2.6 | 1 | 0.8 | 0.02 | |
| Gender | 25.1 | 5 | 2.2 | 1 | 0.99 | 0.01 | |
| Education level | −0.407 | 0.2 | 56.672 | 1 | 0.06* | 0.66 | |
| Explanatory variables | Estimated parameters | Wald test | Exponential regression coefficient exp.(B) | ||||
|---|---|---|---|---|---|---|---|
| Regression coefficient | Standard error | Wald statistic | Degrees of freedom | Calculated significance | |||
| Urban | Constant | 1.66 | 1.663 | 1.159 | 1 | 0.09* | 5.27 |
| Experience | −0.0399 | 0.022 | 0.55 | 1 | 0.07* | 0.94 | |
| Spending on education | −0.671 | 0.08 | 52.2 | 1 | 0.000*** | 0.511 | |
| Family size | 0.7677 | 0.099 | 61 | 1 | 0.000*** | 2.15 | |
| Marital status | −0.655 | 0.5 | 7.2 | 1 | 0.248 | 1.3 | |
| Gender | 0.0566 | 0.3 | 4.4 | 1 | 0.950 | 1.02 | |
| Education level | −0.0767 | 0.073 | 34 | 1 | 0.000*** | 0.926 | |
| Rural | Constant | 1.86 | 0.92 | 1.485 | 1 | 0.04** | 6.46 |
| Experience | −0.06 | 0.008 | 3.325 | 1 | 0.000* | 0.941 | |
| Spending on education | −0.654 | 0.033 | 384.69 | 1 | 0.000*** | 0.56 | |
| Family size | 0.8271 | 0.076 | 572.6 | 1 | 0.000*** | 2.28 | |
| Marital status | 0.154 | 0.208 | 4.9 | 1 | 0.4 | 1.16 | |
| Gender | −0.24 | 0.357 | 12.9 | 1 | 0.41 | 0.781 | |
| Education level | −0.574 | 0.061 | 36.5 | 1 | 0.00*** | 0.932 | |
| All Egypt | Constant | 0.33 | 0.4 | 7.04 | 1 | 0.95 | 2 |
| Experience | −0.05 | 0.03 | 1.82 | 1 | 0.000*** | 0.97 | |
| Spending on education | −1.214 | 0.4 | 10.3 | 1 | 0.000*** | 0.5 | |
| Family size | 1.27 | 0.39 | 0.105 | 1 | 0.000*** | 3.57 | |
| Marital status | −13.52 | 2.5 | 2.6 | 1 | 0.8 | 0.02 | |
| Gender | 25.1 | 5 | 2.2 | 1 | 0.99 | 0.01 | |
| Education level | −0.407 | 0.2 | 56.672 | 1 | 0.06* | 0.66 | |
Source(s): Prepared by the researcher based on collected data
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