Table 3 Second stage estimations - expenditure variation due to provider characteristics
Model 6A | Model 6B | Model 6C | Model 6D | Model 6E | |
|---|---|---|---|---|---|
Non-diagnostic markers | |||||
No. of GPs | 12.19*** | 11.71*** | 11.11** | 12.76* | 10.40** |
Age of GPs | -0.30 | -0.25 | -0.68 | -0.42 | -0.66 |
Proportion of female GPs | 3.63 | 10.41 | 3.38 | 17.84 | 2.96 |
Patient sex (proportion of females) | -66.25 | -57.20 | -59.90 | -32.46 | |
Patient age (proportion 68+) | 44.46 | 50.03 | 24.84 | 12.75 | |
RUB proportions | |||||
RUB 1 | -127.0 | -96.43 | 6.311 | ||
RUB 2 | 103.3 | 96.19 | 208.5 | ||
RUB 3 | -15.47 | 53.23 | 223.1 | ||
RUB 4 | -596.2** | -500.5 | -274.7 | ||
RUB 5 | -704.9* | -565.4 | -43.02 | ||
ICPC-2 chapter proportions | |||||
A General and unspecified | -10.34 | ||||
B Blood/immune system | -201.6 | ||||
D Digestive | -151.1 | ||||
F Eye | -122.3 | ||||
H Ear | 199.6 | ||||
K Cardiovascular | -11.75 | ||||
L Musculoskeletal | -43.20 | ||||
N Neurological | 141.5 | ||||
P Psychological | -88.09 | ||||
R Respiratory | -84.22 | ||||
S Skin | 68.11 | ||||
T Endocrine/Metabolic and Nutritional | 47.97 | ||||
U Urological | -4.391 | ||||
W Pregnancy and Family Planning | -686.9 | ||||
X Female Genital | -23.40 | ||||
Y Male genital | -383.6 | ||||
Z Social Problems | 151.2 | ||||
ICPC-2 chapter component proportions | |||||
Process codes | 11.11 | ||||
Symptoms/complaints | -175.4** | ||||
Infections | -117.3 | ||||
Neoplasms | 7.581 | ||||
Injuries | 107.0 | ||||
Congenital anomalies | -597.9 | ||||
Other diagnoses | -104.7 | ||||
Constant | -15.05 | -1.176 | 40.12 | 60.66 | 93.93 |
N | 59 | 59 | 59 | 59 | 59 |
R2 | 0.126 | 0.142 | 0.414 | 0.553 | 0.521 |
R2 a | 0.0780 | 0.0608 | 0.291 | 0.164 | 0.323 |
F | 4.901 | 3.362 | 3.993 | 2.992 | 6.245 |