Table III.
Associations Between Independent Variables and Hospital Mortality
Bivariate analysis * |
Multivariable analysis † |
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Covariate | OR (95% CI) | p value | OR (95% CI) | p value | |
Patient characteristics |
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Female gender | 1.09 (1.02 – 1.16) | 0.006 | 1.11 (1.04 – 1.19) | 0.002 | |
Age quintiles | 1.27 (1.24 – 1.30) | < 0.001 | 1.20 (1.16 – 1.23) | < 0.001 | |
Dependent functional status at admission | 1.53 (1.43 – 1.62) | < 0.001 | 1.30 (1.18 – 1.43) | < 0.001 | |
African-American race | 0.95 (0.86 – 1.04) | 0.24 | 0.89 (0.77 – 1.04) | 0.137 | |
Admitted from health care facility | 1.38 (1.30 – 1.47) | < 0.001 | 1.49 (1.37 – 1.62) | < 0.001 | |
Previous ICU admission this hospitalization | 1.19 (1.03 – 1.37) | 0.02 | ns ‡ | ns | |
CPR within 24 hours of ICU admission | 3.22 (2.81 – 3.70) | < 0.001 | 1.81 (1.56 – 2.11) | < 0.001 | |
Medical patient (vs. surgical) | 1.23 (1.13 – 1.34) | < 0.001 | 1.55 (1.36 – 1.76) | < 0.001 | |
Medicaid or self-pay vs. other insurance | 0.71 (0.65 – 0.78) | < 0.001 | ns | ns | |
Comorbidity |
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Chronic liver disease | 1.84 (1.57 – 2.15) | < 0.001 | 1.90 (1.55 – 2.34) | < 0.001 | |
Active cancer within 5 years | 1.87 (1.72 – 2.02) | < 0.001 | 1.34 (1.20 – 1.50) | < 0.001 | |
Chronic cardiovascular disease | 1.63 (1.44 – 1.83) | < 0.001 | 1.19 (1.01 – 1.40) | 0.037 | |
Chronic renal disease | 1.48 (1.31 – 1.68) | < 0.001 | ns | ns | |
Chronic respiratory disease | 1.16 (1.05 – 1.29) | 0.002 | 1.15 (1.04 – 1.28) | 0.009 | |
Immunocompromise | 1.86 (1.71 – 2.04) | < 0.001 | 1.53 (1.34 – 1.75) | < 0.001 | |
Severity of illness variables |
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Neurologic dysfunction | 1.47 (1.30 – 1.65) | < 0.001 | 1.23 (1.05 – 1.44) | 0.01 | |
Cardiovascular dysfunction | 1.97 (1.85 – 2.10) | < 0.001 | 1.24 (1.11 – 1.40) | < 0.001 | |
Respiratory dysfunction | 1.26 (1.19 – 1.34) | < 0.001 | ns | ns | |
Elevated serum lactate | 2.64 (2.39 – 2.91) | < 0.001 | 1.14 (0.99 – 1.32) | 0.067 | |
Acute renal failure | 2.67 (2.47 – 2.88) | < 0.001 | 1.36 (1.24 – 1.50) | < 0.001 | |
Hepatic dysfunction | 1.44 (1.29 – 1.60) | < 0.001 | 1.15 (0.97 – 1.35) | 0.104 | |
Hematologic dysfunction | 1.60 (1.48 – 1.73) | < 0.001 | 1.36 (1.22 – 1.53) | < 0.001 | |
APACHE II score (per 1 point increase in score) | 1.11 (1.10 – 1.11) | < 0.001 | ns | ns | |
SAPS II score (per 1 point increase in score) | 1.06 (1.05 – 1.06) | < 0.001 | 1.04 (1.03 – 1.04) | < 0.001 | |
Source of infection |
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Urinary infection | 0.86 (0.80 – 0.93) | < 0.001 | 0.83 (0.76 – 0.92) | < 0.001 | |
Intra-abdominal infection | 1.41 (1.28 – 1.55) | < 0.001 | ns | ns | |
Chest infection | 0.94 (0.89 – 1.00) | 0.06 | 1.08 (1.00 – 1.17) | 0.06 | |
Bloodstream infection | 1.23 (1.15 – 1.32) | < 0.001 | ns | ns | |
Unknown infection | 1.67 (1.43 – 1.96) | < 0.001 | 1.21 (1.00 – 1.47) | 0.05 | |
Processes of care |
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Code status limitations | 1.84 (1.65 – 2.06) | < 0.001 | 1.74 (1.51 – 2.01) | < 0.001 | |
Invasive mechanical ventilation | 2.37 (2.21 – 2.54) | < 0.001 | 2.19 (1.97 – 2.44) | < 0.001 | |
HD catheter | 1.69 (1.55 – 1.84) | < 0.001 | 1.23 (1.08 – 1.40) | 0.002 | |
PRBC transfusion | 1.32 (1.24 – 1.41) | < 0.001 | ns‡ | ns | |
DVT prophylaxis | 0.64 (0.60 – 0.69) | < 0.001 | 0.60 (0.54 – 0.67) | <0.001 | |
Intravenous nutrition | 1.24 (1.15 – 1.34) | < 0.001 | ns | ns | |
FFP transfusion | 2.23 (2.06 – 2.41) | < 0.001 | 1.57 (1.41 – 1.75) | < 0.001 | |
Stress ulcer prophylaxis | 0.54 (0.50 – 0.57) | < 0.001 | 0.60 (0.55 – 0.65) | <0.001 | |
CCM coverage | 1.28 (1.19 – 1.38) | < 0.001 | 1.16 (1.02 – 1.31) | 0.019 | |
Hospital Characteristics |
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Accredited residencies | 1.02 (0.96 – 1.10) | 0.447 | ns | ns | |
Accredited CCM fellowship | 1.23 (1.15 – 1.32) | < 0.001 | 1.20 (1.03 – 1.40) | 0.022 | |
Academic hospital | 1.27 (1.18 – 1.36) | < 0.001 | 1.17 (1.01 – 1.36) | 0.041 | |
Number of hospital beds (quartiles) | 1.04 (1.02 – 1.07) | 0.002 | 1.05 (0.99 – 1.11) | 0.115 | |
Urban hospital | 1.07 (1.00–1.14) | 0.04 | ns | ns | |
Suburban hospital | 0.98 (0.91 – 1.05) | 0.58 | ns | ns | |
Rural hospital | 0.90 (0.82 – 0.99) | 0.025 | 0.89 (0.74 – 1.07) | 0.231 | |
Medical school | 1.33 (1.23 – 1.43) | < 0.001 | ns | ns |
Chi-square test;
Results of parsimonious multiple logistic regression model as described in Methods.
Covariates labeled “ns” (abbreviation for “not significant”) fell out of the logistic regression model during analysis (see Methods).