Table 2.
Adjusted Association between Hospital-Level Factors and Performing in the Worst HWR Quartile
Hospital factors | Fixed effects model | State random effects model A | State random effects model B | |||
---|---|---|---|---|---|---|
Odds ratio (95% CI) | P-value | Odds ratio (95% CI) | P-value | Odds ratio (95% CI) | P-value | |
Safety net hospitala | 1.84 (1.54 to 2.21) | < 0.001 | 1.99 (1.61 to 2.45) | < 0.001 | 1.95 (1.53 to 2.49) | < 0.001 |
AAMC alone | 2.13 (2.52 to 2.99) | < 0.001 | 1.95 (1.35 to 2.83) | < 0.001 | 1.57 (1.03 to 2.41) | 0.037 |
AAMC plus NCI-CCC | 3.49 (1.86 to 6.54) | < 0.001 | 5.16 (2.58 to 10.31) | < 0.001 | 2.85 (1.17 to 6.98) | 0.021 |
Size | ||||||
Beds: 201–400b | 1.34 (1.11 to 1.63) | 0.003 | 1.17 (0.95 to 1.44) | 0.133 | 1.33 (1.05 to 1.70) | 0.019 |
Beds: > 400b | 1.59 (1.22 to 2.10) | 0.001 | 1.42 (1.07 to 1.90) | 0.016 | 1.69 (1.22 to 2.33) | 0.001 |
AHA hospital factors | ||||||
High ICU volumesc | 1.26 (1.02 to 1.56) | 0.033 | ||||
ED services present | 3.37 (1.12 to 10.15) | 0.031 | ||||
Hospice services present | 0.64 (0.50 to 0.82) | < 0.001 | ||||
Transplant servicesd | 2.80 (1.48 to 5.31) | 0.001 | ||||
High surgical volumese | 0.62 (0.50 to 0.76) | < 0.001 | ||||
Variability (Intercept) | 1.00 (0.56 to 1.79) | < 0.001 | 1.20 (0.66 to 2.19) | < 0.001 | ||
Log likelihood | −1685 | −1568 | −1219 |
AAMC = Association of American Medical Colleges; AHA = American Hospital Association; NCI-CCC = National Cancer Institute Comprehensive Cancer Center; ED = emergency department, HWR = hospital-wide readmission
aDefined as hospitals in the highest quartile of the disproportionate share hospital index
b1–200 beds is the referent value
cDefined as hospitals where the total number of critical care beds out of total beds was greater than the median percentage
dDefined as hospitals with four or more transplant services
eDefined as hospitals with the total number of inpatient surgeries out of total discharges greater than median