Univariate regression for the breached attendances outcome variable
Variable | Parameter | Year | ||||
2012 | 2013 | 2014 | 2015 | 2016 | ||
Empty day beds | R2 | 0.02 | 0.01 | 0.01* | 0.00* | 0.00 |
Reg coef (95% CIs) | −0.001 (−0.003 to 0.001) | −0.001 (−0.004 to 0.002) | 0.001 (−0.002 to 0.005) | 0.001 (−0.003 to 0.006) | 0.002 (−0.004 to 0.008) | |
P value | 0.15 | 0.43 | 0.4 | 0.54 | 0.6 | |
Empty night beds | R2 | 0.10* | 0.09 | 0.07 | 0.05 | 0.06* |
Reg coef (95% CIs) | −0.012 (−0.019 to –0.006) | −0.015 (−0.022 to –0.007) | −0.017 (−0.027 to –0.006) | −0.017 (−0.031 to –0.004) | −0.025 (−0.042 to –0.008) | |
P value | <0.01 | <0.01 | <0.01 | 0.01 | <0.01 | |
Delayed transfers | R2 | 0.04* | 0.02 | 0.01* | 0.01 | 0.04 |
Reg coef (95% CIs) | 0.006 (0.001 to 0.011) | 0.005 (−0.001 to 0.011) | 0.003 (−0.004 to 0.011) | 0.003 (−0.005 to 0.011) | 0.011 (0.002 to 0.020) | |
P value | 0.01 | 0.13 | 0.36 | 0.43 | 0.02 | |
Day bed:night bed ratio | R2 | 0.03 | 0.02 | 0.01 | 0.04 | 0.05 |
Reg coef (95% CIs) | −0.058 (−0.118 to 0.002) | −0.066 (−0.138 to 0.006) | −0.058 (−0.156 to 0.040) | −0.146 (−0.264 to –0.027) | −0.218 (−0.378 to –0.058) | |
P value | 0.06 | 0.07 | 0.25 | 0.02 | 0.01 | |
ED conversion ratio | R2 | 0.07 | 0.05 | 0.05* | 0.05 | 0.03 |
Reg coef (95% CIs) | 0.071 (0.027 to 0.115) | 0.082 (0.025 to 0.140) | 0.114 (0.033 to 0.195) | 0.143 (0.039 to 0.248) | 0.144 (0.000 to 0.288) | |
P value | <0.01 | 0.01 | 0.01 | 0.01 | 0.05 | |
Admission casemix ratio | R2 | 0.00 | 0.00 | 0.00 | 0.00* | 0.00 |
Reg coef (95% CIs) | 0.002 (−0.007 to 0.010) | 0.001 (−0.010 to 0.012) | −0.002 (−0.016 to 0.012) | 0.007 (−0.012 to 0.025) | −0.001 (−0.027 to 0.024) | |
P value | 0.70 | 0.86 | 0.77 | 0.47 | 0.93 | |
Emergency admission:bed ratio | R2 | 0.01 | 0.02 | 0.01* | 0.04 | 0.01 |
Reg coef (95% CIs) | 0.002 (−0.001 to 0.006) | 0.003 (−0.001 to 0.008) | 0.003 (−0.002,0.009) | 0.009 (0.001 to 0.017) | 0.005 (−0.005 to 0.015) | |
P value | 0.21 | 0.14 | 0.25 | 0.03 | 0.33 |
All results were based on data from 131 or more trusts.
*Indicates non-normality, heteroskedasticity or influential outlier in regression.
ED, emergency department; Reg coef, regression coefficient, β.