Cost per patient |
48310 |
27148 |
−43.8 |
46265 |
28822 |
−37.7 |
Annual hospital volume |
343 |
265 |
−22.7 |
308 |
319 |
3.5 |
Age |
72.016 |
74.583 |
3.6 |
72.199 |
74.215 |
2.8 |
Female |
0.355 |
0.365 |
2.8 |
0.351 |
0.353 |
0.6 |
Income, (patient’s zipcode) |
23314 |
24997 |
7.2 |
24465 |
26013 |
6.3 |
Black |
0.024 |
0.028 |
16.7 |
0.034 |
0.055 |
61.8 |
Other nonwhite race |
0.053 |
0.020 |
−62.3 |
0.046 |
0.029 |
−37.0 |
Transferred from other hospital |
0.260 |
0.195 |
−25.0 |
0.212 |
0.193 |
−9.0 |
Admitted from ER |
0.153 |
0.196 |
28.1 |
0.193 |
0.191 |
−1.0 |
Emergency admission |
0.304 |
0.282 |
−7.2 |
0.303 |
0.263 |
−13.2 |
Urgent admission |
0.285 |
0.235 |
−17.5 |
0.268 |
0.275 |
2.6 |
Same day PCI |
0.015 |
0.008 |
−46.7 |
0.014 |
0.007 |
−50.0 |
Same day cardiac cath |
0.059 |
0.066 |
11.9 |
0.065 |
0.070 |
7.7 |
Prior balloon angioplasty |
0.019 |
0.021 |
10.5 |
0.011 |
0.020 |
81.8 |
Principal diagnosis of AMI |
0.113 |
0.205 |
81.4 |
0.139 |
0.203 |
46.0 |
HIV and AIDS |
0.000 |
0.000 |
0.0 |
0.000 |
0.000 |
0.0 |
Alcohol abuse |
0.003 |
0.004 |
33.3 |
0.002 |
0.006 |
200.0 |
Rheumatoid arthritis |
0.006 |
0.009 |
50.0 |
0.005 |
0.009 |
80.0 |
Anemia deficiency |
0.024 |
0.051 |
112.5 |
0.025 |
0.051 |
104.0 |
Blood loss |
0.006 |
0.009 |
50.0 |
0.007 |
0.010 |
42.9 |
Congestive heart failure |
0.021 |
0.038 |
81.0 |
0.020 |
0.035 |
75.0 |
Chronic pulmonary disease |
0.078 |
0.091 |
16.7 |
0.071 |
0.092 |
29.6 |
Coagulation deficiency |
0.004 |
0.008 |
100.0 |
0.004 |
0.009 |
125.0 |
Depression |
0.004 |
0.021 |
425.0 |
0.005 |
0.019 |
280.0 |
Diabetes w/o chronic comp |
0.127 |
0.143 |
12.6 |
0.110 |
0.140 |
27.3 |
Diabetes w/ chronic comp |
0.035 |
0.026 |
−25.7 |
0.039 |
0.027 |
−30.8 |
Drug abuse |
0.000 |
0.000 |
0.0 |
0.000 |
0.001 |
N.A. |
Hypertension |
0.210 |
0.302 |
43.8 |
0.197 |
0.304 |
54.3 |
Hypothyroidism |
0.018 |
0.045 |
150.0 |
0.015 |
0.043 |
186.7 |
Liver disease |
0.001 |
0.002 |
100.0 |
0.001 |
0.003 |
200.0 |
Lymphoma |
0.001 |
0.002 |
100.0 |
0.001 |
0.002 |
100.0 |
Fluid and electrolyte disorders |
0.052 |
0.057 |
9.6 |
0.057 |
0.059 |
3.5 |
Metastatic cancer |
0.001 |
0.002 |
100.0 |
0.002 |
0.002 |
0.0 |
Other neurological disorders |
0.008 |
0.011 |
37.5 |
0.007 |
0.012 |
71.4 |
Obesity |
0.013 |
0.025 |
92.3 |
0.011 |
0.023 |
109.1 |
Paralysis |
0.003 |
0.005 |
66.7 |
0.003 |
0.006 |
100.0 |
Peripheral vascular disease |
0.052 |
0.061 |
17.3 |
0.046 |
0.064 |
39.1 |
Psychoses |
0.002 |
0.005 |
150.0 |
0.002 |
0.004 |
100.0 |
Pulmonary circ disorders |
0.000 |
0.003 |
N.A. |
0.000 |
0.002 |
N.A. |
Renal failure |
0.012 |
0.023 |
91.7 |
0.012 |
0.023 |
91.7 |
Solid tumor w/o metastasis |
0.006 |
0.010 |
66.7 |
0.005 |
0.009 |
80.0 |
Chronic peptic ulcer disease |
0.001 |
0.001 |
0.0 |
0.001 |
0.000 |
−100.0 |
Valvular disease |
0.014 |
0.032 |
128.6 |
0.012 |
0.026 |
116.7 |
Weight loss |
0.001 |
0.003 |
200.0 |
0.001 |
0.003 |
200.0 |
New Post-CON Facility |
0.000 |
0.139 |
N.A. |
0.000 |
0.000 |
0.0 |
Ln(Labor Costs) |
0.004 |
−0.025 |
−725.0 |
−0.019 |
−0.008 |
−57.9 |
HMO penetration |
0.165 |
0.240 |
45.5 |
0.146 |
0.232 |
58.9 |
Hospital Market Concentration |
0.444 |
0.364 |
−18.0 |
0.488 |
0.450 |
−7.8 |
N |
21,863 |
77,982 |
|
21,881 |
92,104 |
|
|
PCI
|
|
Dropped CON in 1995-1998
|
Kept CON
|
|
1991 |
2002 |
% change 1991-2002 |
1991 |
2002 |
% change 1991-2002 |
|
Cost per patient |
18294 |
12342 |
−32.5 |
18235 |
12711 |
−30.3 |
Annual hospital volume |
268 |
468 |
74.5 |
279 |
605 |
117.2 |
Age |
71.918 |
75.007 |
4.3 |
72.158 |
74.781 |
3.6 |
Female |
0.437 |
0.433 |
−0.9 |
0.433 |
0.430 |
−0.7 |
Income, (patient’s zipcode) |
23202 |
25037 |
7.9 |
24504 |
26038 |
6.3 |
Black |
0.030 |
0.037 |
23.3 |
0.039 |
0.063 |
61.5 |
Other nonwhite race |
0.046 |
0.022 |
−52.2 |
0.045 |
0.030 |
−33.3 |
Transferred from other hospital |
0.248 |
0.189 |
−23.8 |
0.205 |
0.191 |
−6.8 |
Admitted from ER |
0.207 |
0.276 |
33.3 |
0.246 |
0.272 |
10.6 |
Emergency admission |
0.356 |
0.351 |
−1.4 |
0.356 |
0.343 |
−3.7 |
Urgent admission |
0.297 |
0.271 |
−8.8 |
0.267 |
0.299 |
12.0 |
Coronary stent insertion |
0.000 |
0.864 |
N.A. |
0.000 |
0.857 |
N.A. |
Principal diagnosis of AMI |
0.200 |
0.281 |
40.5 |
0.220 |
0.275 |
25.0 |
HIV and AIDS |
0.000 |
0.000 |
0.0 |
0.000 |
0.000 |
0.0 |
Alcohol abuse |
0.002 |
0.004 |
100.0 |
0.003 |
0.005 |
66.7 |
Rheumatoid arthritis |
0.008 |
0.012 |
50.0 |
0.008 |
0.013 |
62.5 |
Anemia deficiency |
0.026 |
0.062 |
138.5 |
0.026 |
0.062 |
138.5 |
Blood loss |
0.007 |
0.010 |
42.9 |
0.006 |
0.010 |
66.7 |
Congestive heart failure |
0.015 |
0.046 |
206.7 |
0.014 |
0.047 |
235.7 |
Chronic pulmonary disease |
0.071 |
0.111 |
56.3 |
0.076 |
0.114 |
50.0 |
Coagulation deficiency |
0.003 |
0.011 |
266.7 |
0.005 |
0.012 |
140.0 |
Depression |
0.006 |
0.031 |
416.7 |
0.006 |
0.027 |
350.0 |
Diabetes w/o chronic comp |
0.114 |
0.156 |
36.8 |
0.108 |
0.159 |
47.2 |
Diabetes w/ chronic comp |
0.033 |
0.031 |
−6.1 |
0.036 |
0.030 |
−16.7 |
Drug abuse |
0.000 |
0.001 |
N.A. |
0.001 |
0.001 |
0.0 |
Hypertension |
0.220 |
0.347 |
57.7 |
0.208 |
0.353 |
69.7 |
Hypothyroidism |
0.023 |
0.057 |
147.8 |
0.019 |
0.054 |
184.2 |
Liver disease |
0.001 |
0.003 |
200.0 |
0.001 |
0.003 |
200.0 |
Lymphoma |
0.001 |
0.002 |
100.0 |
0.001 |
0.002 |
100.0 |
Fluid and electrolyte disorders |
0.054 |
0.067 |
24.1 |
0.059 |
0.071 |
20.3 |
Metastatic cancer |
0.003 |
0.003 |
0.0 |
0.002 |
0.003 |
50.0 |
Other neurological disorders |
0.009 |
0.017 |
88.9 |
0.009 |
0.017 |
88.9 |
Obesity |
0.019 |
0.029 |
52.6 |
0.013 |
0.028 |
115.4 |
Paralysis |
0.004 |
0.006 |
50.0 |
0.003 |
0.008 |
166.7 |
Peripheral vascular disease |
0.042 |
0.069 |
64.3 |
0.038 |
0.069 |
81.6 |
Psychoses |
0.004 |
0.005 |
25.0 |
0.003 |
0.006 |
100.0 |
Pulmonary circ disorders |
0.000 |
0.002 |
N.A. |
0.000 |
0.003 |
N.A. |
Renal failure |
0.013 |
0.028 |
115.4 |
0.011 |
0.028 |
154.5 |
Solid tumor w/o metastasis |
0.006 |
0.012 |
100.0 |
0.005 |
0.012 |
140.0 |
Chronic peptic ulcer disease |
0.002 |
0.000 |
−100.0 |
0.001 |
0.001 |
0.0 |
Valvular disease |
0.006 |
0.019 |
216.7 |
0.007 |
0.020 |
185.7 |
Weight loss |
0.001 |
0.005 |
400.0 |
0.001 |
0.004 |
300.0 |
New Post-CON Facility |
0.000 |
0.166 |
N.A. |
0.056 |
0.057 |
1.8 |
Ln(Labor Costs) |
0.003 |
−0.029 |
−1066.7 |
−0.026 |
−0.007 |
−73.1 |
HMO penetration |
0.165 |
0.238 |
44.2 |
0.140 |
0.232 |
65.7 |
Hospital Market Concentration |
0.390 |
0.347 |
−11.0 |
0.499 |
0.449 |
−10.0 |
N |
16,693 |
62,798 |
|
37,062 |
177,355 |
|