Chapter 25 Appendix M: Logistic regression model for household participation
This table contains the statistical parameters from a logistic regression model built to model household participation. More details can be found in Chapter 6 - Weighting
Some shorthand is used in this table: [x] denotes no data present.
| Calibration variables | Calibration categories | Beta coefficient (B) | Standard error (S.E) | Wald test statistic | Degrees of freedom (df) | Significance (Sig.) | Odds ratio (Exp(B)) |
|---|---|---|---|---|---|---|---|
| Region | [x] | [x] | [x] | 264.378 | 9 | less than 0.001 | [x] |
| Region | North East | [x] | [x] | [x] | [x] | [x] | 1 |
| Region | North West | -0.485 | 0.063 | 59.779 | 1 | less than 0.001 | 0.616 |
| Region | Yorkshire & Humberside | -0.152 | 0.065 | 5.492 | 1 | 0.019 | 0.859 |
| Region | East Midlands | -0.548 | 0.068 | 65.004 | 1 | less than 0.001 | 0.578 |
| Region | West Midlands | -0.367 | 0.066 | 31.297 | 1 | less than 0.001 | 0.693 |
| Region | Eastern | -0.265 | 0.065 | 16.696 | 1 | less than 0.001 | 0.767 |
| Region | Inner London | -0.323 | 0.083 | 14.962 | 1 | less than 0.001 | 0.724 |
| Region | Outer London | -0.053 | 0.071 | 0.571 | 1 | 0.450 | 0.948 |
| Region | South East | 0.012 | 0.061 | 0.039 | 1 | 0.844 | 1.012 |
| Region | South West | -0.053 | 0.065 | 0.680 | 1 | 0.410 | 0.948 |
| Rural-urban classification | [x] | [x] | [x] | 29.467 | 5 | less than 0.001 | [x] |
| Rural-urban classification | 1 RSF1 - Smaller Rural: Further from a major town or city | [x] | [x] | [x] | [x] | [x] | 1 |
| Rural-urban classification | 2 RSN1 - Smaller Rural: Nearer to a major town or city | -0.187 | 0.084 | 4.987 | 1 | 0.026 | 0.830 |
| Rural-urban classification | 3 RLF1 - Larger Rural: Further from a major town or city | -0.314 | 0.100 | 9.798 | 1 | 0.002 | 0.730 |
| Rural-urban classification | 4 RLN1 - Large Rural: Nearer to a major town or city | -0.305 | 0.084 | 13.207 | 1 | less than 0.001 | 0.737 |
| Rural-urban classification | 5 UF1 - Urban: Further from a major town or city | -0.322 | 0.082 | 15.440 | 1 | less than 0.001 | 0.724 |
| Rural-urban classification | 6 UN1 - Urban: Nearer to a major town or city | -0.353 | 0.073 | 23.506 | 1 | less than 0.001 | 0.703 |
| OAC21 Supergroup | [x] | [x] | [x] | 164.956 | 7 | less than 0.001 | [x] |
| OAC21 Supergroup | 1 Retired Professionals | [x] | [x] | [x] | [x] | [x] | 1 |
| OAC21 Supergroup | 2 Suburbanites and Peri-Urbanites | -0.105 | 0.039 | 7.288 | 1 | 0.007 | 0.900 |
| OAC21 Supergroup | 3 Multicultural and Educated Urbanites | -0.712 | 0.065 | 118.767 | 1 | less than 0.001 | 0.491 |
| OAC21 Supergroup | 4 Low-Skilled Migrant and Student Communities | -0.470 | 0.053 | 78.884 | 1 | less than 0.001 | 0.625 |
| OAC21 Supergroup | 5 Ethnically Diverse Suburb-an Professionals | -0.123 | 0.049 | 6.257 | 1 | 0.012 | 0.884 |
| OAC21 Supergroup | 6 Baseline UK | -0.291 | 0.043 | 45.144 | 1 | less than 0.001 | 0.747 |
| OAC21 Supergroup | 7 Semi- and Un-Skilled Workforce | -0.221 | 0.048 | 21.056 | 1 | less than 0.001 | 0.802 |
| OAC21 Supergroup | 8 Legacy Communities | -0.313 | 0.086 | 13.270 | 1 | less than 0.001 | 0.731 |
| Month | [x] | [x] | [x] | 136.452 | 11 | less than 0.001 | [x] |
| Month | January | [x] | [x] | [x] | [x] | [x] | 1 |
| Month | February | 0.029 | 0.061 | 0.223 | 1 | 0.637 | 1.029 |
| Month | March | 0.083 | 0.060 | 1.914 | 1 | 0.167 | 1.086 |
| Month | April | 0.057 | 0.060 | 0.894 | 1 | 0.344 | 1.059 |
| Month | May | 0.100 | 0.060 | 2.788 | 1 | 0.095 | 1.105 |
| Month | June | -0.073 | 0.061 | 1.437 | 1 | 0.231 | 0.929 |
| Month | July | -0.001 | 0.057 | 0.001 | 1 | 0.982 | 0.999 |
| Month | August | -0.081 | 0.058 | 1.961 | 1 | 0.161 | 0.922 |
| Month | September | -0.103 | 0.059 | 3.093 | 1 | 0.079 | 0.902 |
| Month | October | -0.129 | 0.058 | 4.964 | 1 | 0.026 | 0.879 |
| Month | November | -0.391 | 0.060 | 42.726 | 1 | less than 0.001 | 0.677 |
| Month | December | -0.280 | 0.059 | 22.629 | 1 | less than 0.001 | 0.756 |
| Intercept | [x] | 0.221 | 0.098 | 5.076 | 1 | 0.024 | 1.248 |