First-stage parameter estimates | Estimate | St. err. | Prob. Chi sq. | |||
---|---|---|---|---|---|---|
Intervention characteristics | ||||||
CABG fixed effect | 0.3562 | 0.0345 | < 0.0001 | |||
ICD/CRT fixed effect | 0.1698 | 0.0268 | < 0.0001 | |||
NSTEMI fixed effect | 0.5518 | 0.0300 | < 0.0001 | |||
STEMI fixed effect | 0.0000 | |||||
CABG readmission fixed effect | − 3.3210 | 0.0249 | < 0.0001 | |||
ICD/CRT readmission fixed effect | − 3.0581 | 0.0147 | < 0.0001 | |||
NSTEMI readmission fixed effect | − 3.5410 | 0.0244 | < 0.0001 | |||
STEMI readmission fixed effect | − 2.9202 | 0.0206 | < 0.0001 | |||
Patient characteristics | ||||||
Age | 0.0125 | 0.0019 | < 0.0001 | |||
Age × age | − 0.0001 | 0.0000 | < 0.0001 | |||
Sex | − 0.0247 | 0.0062 | < 0.0001 | |||
Therapy Anticoagulants Antiplatelet Anticoagulants × antiplatelet |
− 0.1491 − 0.1014 − 0.0292 |
0.0094 0.0091 0.0117 |
< 0.0001 < 0.0001 0.0126 |
|||
Elixhauser comorbidity groups (CABG, ICD/CRT) | ||||||
Blood loss anemia | − 0.2172 | 0.0214 | < 0.0001 | |||
Hypertension, complicated | 0.0317 | 0.0081 | < 0.0001 | |||
Hypertension, uncomplicated | 0.1519 | 0.0128 | < 0.0001 | |||
Chronic pulmonary disease | 0.0334 | 0.0078 | < 0.0001 | |||
Depression | − 0.0126 | 0.0079 | 0.1096 | |||
Drug abuse | − 0.2003 | 0.0220 | < 0.0001 | |||
Weight loss | − 0.0177 | 0.0136 | 0.1922 | |||
Cardiac arrhythmia | − 0.0194 | 0.0110 | 0.0779 | |||
Valvular disease | − 0.0078 | 0.0079 | 0.3253 | |||
Congestive heart failure | − 0.0157 | 0.0083 | 0.0580 | |||
Psychoses | − 0.1566 | 0.0199 | < 0.0001 | |||
Fluid and electrolyte disorders | − 0.1256 | 0.0101 | < 0.0001 | |||
Hypothyroidism | − 0.0087 | 0.0086 | 0.3145 | |||
Metastatic cancer | 0.1121 | 0.0180 | < 0.0001 | |||
Solid tumor without metastasis | 0.0349 | 0.0092 | 0.0001 | |||
Obesity | − 0.0442 | 0.0081 | < 0.0001 | |||
AIDS/HIV | 0.0195 | 0.0779 | 0.8026 | |||
Alcohol abuse | 0.0403 | 0.0148 | 0.0066 | |||
Rheumatoid arthritis/collagen | − 0.0218 | 0.0089 | 0.0137 | |||
Diabetes, complicated | − 0.0684 | 0.0093 | < 0.0001 | |||
Diabetes, uncomplicated | 0.0108 | 0.0105 | 0.3024 | |||
Peripheral vascular disorders | − 0.0034 | 0.0079 | 0.6640 | |||
Coagulopathy | − 0.0818 | 0.0093 | < 0.0001 | |||
Liver disease | − 0.0265 | 0.0083 | 0.0013 | |||
Pulmonary circulation disorders | − 0.0847 | 0.0117 | < 0.0001 | |||
Lymphoma | − 0.0387 | 0.0233 | 0.0974 | |||
Paralysis | − 0.1239 | 0.0134 | < 0.0001 | |||
Deficiency anemia | − 0.0635 | 0.0100 | < 0.0001 | |||
Peptic ulcer disease, excluding bleeding | − 0.0573 | 0.0145 | < 0.0001 | |||
Other neurological disorders | − 0.0070 | 0.0104 | 0.5012 | |||
Renal failure | − 0.0888 | 0.0084 | < 0.0001 | |||
Ontario AMI prediction rules, distance (NSTEMI/STEMI) | ||||||
Shock | 0.1195 | 0.0398 | 0.0027 | |||
Diabetes with complications | − 0.0048 | 0.0112 | 0.6673 | |||
Congestive heart failure | − 0.1452 | 0.0108 | < 0.0001 | |||
Cancer | 0.0129 | 0.0111 | 0.2441 | |||
Cerebrovascular disease | − 0.0511 | 0.0106 | < 0.0001 | |||
Pulmonary edema | − 0.2782 | 0.0464 | < 0.0001 | |||
Acute renal failure | − 0.0787 | 0.0153 | < 0.0001 | |||
Chronic renal failure | − 0.0584 | 0.0126 | < 0.0001 | |||
Cardiac dysrhythmias | − 0.0176 | 0.0106 | 0.0960 | |||
Distance | − 0.0005 | 0.0004 | 0.2656 | |||
Hospital characteristics | ||||||
Teaching hospital | 0.0336 | 0.0250 | 0.1797 | |||
Private for-profit hospital | − 0.1737 | 0.0710 | 0.0144 | |||
Private not-for-profit hospital | − 0.0206 | 0.0525 | 0.6949 | |||
Public hospital | 0.0306 | 0.0503 | 0.5432 | |||
Beds | − 0.0000 | 0.0001 | 0.89 | |||
Department admissions | 0.0000 | 0.0000 | < 0.0001 | |||
Department discharges | − 0.0000 | 0.0000 | 0.7357 | |||
Specialist doc | − 0.0001 | 0.0002 | 0.4384 | |||
Nurses | 0.0000 | 0.0000 | 0.5551 | |||
Private for-profit hospital × beds | 0.0001 | 0.0001 | 0.438 | |||
Private not-for-profit private × beds | 0.0001 | 0.0001 | 0.4136 | |||
Public hospital × beds | − 0.0000 | 0.0001 | 0.9105 | |||
Teaching hospital × beds | − 0.0001 | 0.0000 | 0.0004 | |||
GRP inhabitant | − 0.0000 | 0.0000 | < 0.0001 | |||
DE East | − 0.1180 | 0.1409 | 0.4022 | |||
DE West | − 0.8525 | 0.3190 | 0.0075 | |||
452 hospital fixed effects included |
Note: The AFT model assumes that a covariate accelerates or decelerates the survival time by a constant. We applied a transformation for a better interpretation of coefficients’ magnitude [62]