Deprived LSOAs | Most deprived LSOAs | Less deprived LSOAs | Least deprived LSOAs | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
IMD Ranks 8, 9, and 10 | IMD Ranks 9 and 10 | IMD Ranks 1, 2, and 3 | IMD Ranks 1 and 2 | |||||||||
2SLS | 2SLS | 2SLS | 2SLS | |||||||||
Coef. | 95% CI | P-value | Coef. | 95% CI | P-value | Coef. | 95% CI | P-value | Coef. | 95% CI | P-value | |
Female popn (%) | 0.764 | 0.438 to 0.939 | <0.001 | 0.805 | 0.480 to 1.131 | <0.001 | 0.617 | 0.348 to 0.792 | <0.001 | 0.613 | 0.333 to 0.894 | <0.001 |
% change | 2.03 | 2.16 | 1.65 | 1.65 | ||||||||
Female popn +60 (%) | 2.107 | 1.762 to 2.561 | <0.001 | 2.188 | 1.679 to 2.698 | <0.001 | 1.576 | 1.234 to 1.815 | <0.001 | 1.479 | 1.143 to 1.814 | <0.001 |
% change | 9.98 | 10.33 | 7.46 | 6.97 | ||||||||
Male popn +65 (%) | 2.705 | 1.762 to 2.861 | <0.001 | 2.889 | 2.249 to 3.528 | <0.001 | 1.547 | 1.077 to 1.798 | <0.001 | 1.406 | 0.939 to 1.874 | <0.001 |
% change | 7.97 | 8.12 | 4.54 | 4.06 | ||||||||
Black ethnicity (%) | 1.962 | 1.049 to 2.407 | <0.001 | 1.522 | 0.691 to 2.353 | <0.001 | 0.056 | −2.135 to 0.941 | 0.446 | −0.286 | 2.422 to 1.850 | 0.793 |
% change | 8.57 | 4.95 | na | na | ||||||||
Asian ethnicity (%) | 1.039 | 1.595 to 2.180 | 0.08 | 1.906 | 1.087 to 2.725 | <0.001 | −1.885 | −2.742 to −0.974 | <0.001 | −1.765 | −2.913 to −0.617 | <0.001 |
% change | na | 12.58 | −11.84 | −11.22 | ||||||||
PCT revenue per head | −0.093 | −1.368 to 0.959 | 0.73 | 0.349 | −0.995 to 1.693 | 0.611 | −0.761 | −1.874 to 0.915 | 0.014 | −1.096 | −2.253 to 0.061 | <0.01 |
% change | na | na | na | −0.436 | ||||||||
GPs’ density PCT per 1K popn | −12.812 | −18.526 to −0.054 | <0.01 | −12.678 | −23.529 to −1.827 | <0.05 | 3.663 | −4.003 to 9.832 | 0.409 | −2.564 | −10.880 to 5.753 | 0.546 |
% change | −10.76 | −10.24 | na | na | ||||||||
General practices’ density PCT per 1K popn | 68.401 | −2.924 to 111.850 | 0.063 | 62.903 | −3.949 to 129.755 | <0.01 | −8.965 | −34.961 to 40.889 | 0.878 | −13.25 | −59.872 to 33.372 | 0.578 |
% change | 25.99 | 24.34 | na | na | ||||||||
Observations, N | 89 762 | 50 160 | 89 762 | 50 160 |
↵a Robust and cluster standard errors at PCT. Year, LSOA, urban/rural, deprivation, and prevalence disease fixed effects are included. 2SLS = two-stage least square. CI = confidence interval. coef. = coefficient. IMD = Index of Multiple Deprivation. FTE = full-time equivalent. LSOA = Lower Super Output Area. na = not applicable. PCT = primary care trust.
popn = population.