Estimates of logistic regression model for 2005
| Explanatory variable | Estimated parameters | Wald test | Exponential regression coefficient exp.(B) | ||||
|---|---|---|---|---|---|---|---|
| Regression coefficient | Standard error | Wald statistic | Degrees of freedom | Calculated significance | |||
| Urban | Constant | −3.6 | 0.334 | 508.8 | 1 | 0.000*** | 0.025 |
| Experience | 0.002 | 0.003 | 0.396 | 1 | 0.529 | 1.002 | |
| Spending on education | 0.001 | 0.000 | 0.039 | 1 | 0.843 | 1.000 | |
| Family size | 0.590 | 0.022 | 717.7 | 1 | 0.000*** | 1.804 | |
| Marital status | −0.08 | 0.094 | 0.71 | 1 | 0.4 | 0.924 | |
| Gender | 0.168 | 0.192 | 0.760 | 1 | 0.383 | 1.182 | |
| Education level | −0.452 | 0.029 | 235.4 | 1 | 0.000*** | 0.636 | |
| Rural | Constant | −2.299 | 0.207 | 123.5 | 1 | 0.000*** | 0.100 |
| Experience | −0.005 | 0.020 | 6.86 | 1 | 0.000*** | 0.995 | |
| Spending on education | 0.001 | 0.000 | 2.439 | 1 | 0.118 | 1.000 | |
| Family size | 0.462 | 0.120 | 1381.6 | 1 | 0.000*** | 1.587 | |
| Marital status | 0.006 | 0.540 | 0.011 | 1 | 0.918 | 1.006 | |
| Gender | −0.135 | 0.101 | 1.788 | 1 | 0.181 | 0.874 | |
| Education level | −0.348 | 0.019 | 323.8 | 1 | 0.000*** | 0.706 | |
| All Egypt | Constant | −2.4 | 0.171 | 201.2 | 1 | 0.000*** | 0.992 |
| Experience | −0.008 | 0.002 | 20.067 | 1 | 0.000*** | 1.000 | |
| Spending on education | 0.001 | 0.000 | 1.918 | 1 | 0.166 | 1.669 | |
| Family size | 0.512 | 0.011 | 2231.7 | 1 | 0.000*** | 0.986 | |
| Marital status | −0.014 | 0.046 | 0.088 | 1 | 0.767 | 0.923 | |
| Gender | −0.08 | 0.089 | 0.803 | 1 | 0.370 | 0.641 | |
| Education level | −0.444 | 0.016 | 807.33 | 1 | 0.000*** | 0.088 | |
| Explanatory variable | Estimated parameters | Wald test | Exponential regression coefficient exp.(B) | ||||
|---|---|---|---|---|---|---|---|
| Regression coefficient | Standard error | Wald statistic | Degrees of freedom | Calculated significance | |||
| Urban | Constant | −3.6 | 0.334 | 508.8 | 1 | 0.000*** | 0.025 |
| Experience | 0.002 | 0.003 | 0.396 | 1 | 0.529 | 1.002 | |
| Spending on education | 0.001 | 0.000 | 0.039 | 1 | 0.843 | 1.000 | |
| Family size | 0.590 | 0.022 | 717.7 | 1 | 0.000*** | 1.804 | |
| Marital status | −0.08 | 0.094 | 0.71 | 1 | 0.4 | 0.924 | |
| Gender | 0.168 | 0.192 | 0.760 | 1 | 0.383 | 1.182 | |
| Education level | −0.452 | 0.029 | 235.4 | 1 | 0.000*** | 0.636 | |
| Rural | Constant | −2.299 | 0.207 | 123.5 | 1 | 0.000*** | 0.100 |
| Experience | −0.005 | 0.020 | 6.86 | 1 | 0.000*** | 0.995 | |
| Spending on education | 0.001 | 0.000 | 2.439 | 1 | 0.118 | 1.000 | |
| Family size | 0.462 | 0.120 | 1381.6 | 1 | 0.000*** | 1.587 | |
| Marital status | 0.006 | 0.540 | 0.011 | 1 | 0.918 | 1.006 | |
| Gender | −0.135 | 0.101 | 1.788 | 1 | 0.181 | 0.874 | |
| Education level | −0.348 | 0.019 | 323.8 | 1 | 0.000*** | 0.706 | |
| All Egypt | Constant | −2.4 | 0.171 | 201.2 | 1 | 0.000*** | 0.992 |
| Experience | −0.008 | 0.002 | 20.067 | 1 | 0.000*** | 1.000 | |
| Spending on education | 0.001 | 0.000 | 1.918 | 1 | 0.166 | 1.669 | |
| Family size | 0.512 | 0.011 | 2231.7 | 1 | 0.000*** | 0.986 | |
| Marital status | −0.014 | 0.046 | 0.088 | 1 | 0.767 | 0.923 | |
| Gender | −0.08 | 0.089 | 0.803 | 1 | 0.370 | 0.641 | |
| Education level | −0.444 | 0.016 | 807.33 | 1 | 0.000*** | 0.088 | |
Source(s): Prepared by the researcher based on collected data
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