Chapter 23 Appendix L: 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 5 - 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] | 366.343 | 9 | less than 0.001 | [x] |
Region | North East | [x] | [x] | [x] | [x] | [x] | 1 |
Region | North West | -0.923 | 0.080 | 134.519 | 1 | less than 0.001 | 0.397 |
Region | Yorkshire & Humberside | -0.439 | 0.083 | 27.779 | 1 | less than 0.001 | 0.645 |
Region | East Midlands | -0.845 | 0.089 | 90.266 | 1 | less than 0.001 | 0.429 |
Region | West Midlands | -0.394 | 0.081 | 23.910 | 1 | less than 0.001 | 0.674 |
Region | Eastern | -0.258 | 0.081 | 10.096 | 1 | 0.001 | 0.772 |
Region | Inner London | -0.547 | 0.096 | 32.383 | 1 | less than 0.001 | 0.579 |
Region | Outer London | -0.279 | 0.086 | 10.538 | 1 | 0.001 | 0.756 |
Region | South East | -0.100 | 0.078 | 1.655 | 1 | 0.198 | 0.905 |
Region | South West | -0.033 | 0.083 | 0.156 | 1 | 0.693 | 0.968 |
Urban or rural (urbrur) | [x] | [x] | [x] | 14.695 | 5 | 0.012 | [x] |
Urban or rural (urbrur) | A1 Urban - Major Conurbation | [x] | [x] | [x] | [x] | [x] | 1 |
Urban or rural (urbrur) | B1 Urban - Minor Conurbation | -0.154 | 0.102 | 2.290 | 1 | 0.130 | 0.858 |
Urban or rural (urbrur) | C1 Urban - City and Town | 0.048 | 0.048 | 0.990 | 1 | 0.320 | 1.049 |
Urban or rural (urbrur) | D1 Rural - Town and Fringe | 0.094 | 0.064 | 2.144 | 1 | 0.143 | 1.098 |
Urban or rural (urbrur) | E1 Rural - Village | 0.057 | 0.079 | 0.527 | 1 | 0.468 | 1.059 |
Urban or rural (urbrur) | F1 Rural - Hamlets and Isolated Dwellings | 0.285 | 0.094 | 9.235 | 1 | 0.002 | 1.329 |
ACORN group | [x] | [x] | [x] | 156.502 | 4 | less than 0.001 | [x] |
ACORN group | Affluent Achievers | [x] | [x] | [x] | [x] | [x] | 1 |
ACORN group | Rising Prosperity | -0.338 | 0.061 | 31.185 | 1 | less than 0.001 | 0.713 |
ACORN group | Comfortable Communities | -0.212 | 0.042 | 25.741 | 1 | less than 0.001 | 0.809 |
ACORN group | Financially Stretched | -0.393 | 0.046 | 72.119 | 1 | less than 0.001 | 0.675 |
ACORN group | Urban Adversity | -0.598 | 0.051 | 139.771 | 1 | less than 0.001 | 0.550 |
Month | [x] | [x] | [x] | 80.291 | 11 | less than 0.001 | [x] |
Month | January | [x] | [x] | [x] | [x] | [x] | 1 |
Month | February | -0.114 | 0.080 | 2.024 | 1 | 0.155 | 0.892 |
Month | March | -0.144 | 0.079 | 3.325 | 1 | 0.068 | 0.866 |
Month | April | -0.054 | 0.079 | 0.457 | 1 | 0.499 | 0.948 |
Month | May | -0.115 | 0.079 | 2.115 | 1 | 0.146 | 0.891 |
Month | June | -0.282 | 0.079 | 12.622 | 1 | 0.000 | 0.754 |
Month | July | -0.240 | 0.073 | 10.836 | 1 | 0.001 | 0.787 |
Month | August | -0.208 | 0.073 | 8.203 | 1 | 0.004 | 0.812 |
Month | September | -0.370 | 0.074 | 24.895 | 1 | less than 0.001 | 0.691 |
Month | October | -0.260 | 0.073 | 12.697 | 1 | less than 0.001 | 0.771 |
Month | November | -0.367 | 0.074 | 24.805 | 1 | less than 0.001 | 0.693 |
Month | December | -0.479 | 0.074 | 41.640 | 1 | less than 0.001 | 0.619 |
Intercept | [x] | 0.397 | 0.095 | 17.535 | 1 | less than 0.001 | 1.487 |