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. Author manuscript; available in PMC: 2014 Jan 16.
Published in final edited form as: J Med Econ. 2012 Sep 13;16(1):43–54. doi: 10.3111/13696998.2012.726932

Table 5.

Predictors of length of stay: Medicaid database.

Variables Medicaid database (n =2118)
Reference category or value Reference* LOS =3.837 days Multiplication factor 95% CI
Additional days p-value
Lower Upper
Clinical variables: 12-month pre-period
 Arrhythmias “ ” 1.122 1.067 1.180 0.468 <0.0001
 Rheumatic heart disease “ ” 1.082 1.030 1.137 0.314 0.0018
 Circulatory disease “ ” 1.155 1.086 1.228 0.594 <0.0001
 Cardiorespiratory failure and shock “ ” 1.112 1.044 1.183 0.428 0.0009
 COPD “ ” 1.100 1.044 1.159 0.383 0.0003
 Pneumonia “ ” 1.103 1.044 1.165 0.394 0.0005
 Renal failure “ ” 1.374 1.299 1.452 1.434 <0.0001
 GI disease or ulcer “ ” 1.137 1.073 1.204 0.525 <0.0001
 Electrolyte disorder “ ” 1.116 1.056 1.180 0.445 0.0001
Clinical variables: Index admission
 Treated in ICU Not in ICU 1.281 1.217 1.348 1.078 <0.0001
 Treated in CCU Not in CCU 1.097 1.039 1.158 0.370 0.0008
 ICD or pacemaker “ ” 0.624 0.543 0.718 −1.442 <0.0001
 Cardiac catheterization “ ” 1.292 1.162 1.437 1.121 <0.0001
 Mechanical ventilation procedure “ ” 1.532 1.324 1.774 2.043 <0.0001

The following variables did not have a significant difference in LOS from the reference group for Medicaid eligible beneficiaries: age group, index year, gender, urbanization, plan type, capitation status, previous CABG surgery, atherosclerosis, other heart disease, stroke, fibrosis of the lung, other urinary tract disorder, liver disease, cancer, psychiatric disorder, diabetes, malnutrition, pressure/decubitus ulcer, index admission CABG surgery, and index admission dialysis. Each of these variables was associated with a significant difference in LOS from the corresponding reference group for one of the other payers.

*

Reference: 2005, male, 35–49 years old, fee-for-service and non-capitated health plan, no study comorbidities, ≤10 3-digit ICD-9-CM codes in pre-period, HF DRG, no study inpatient procedures, no ICU or CCU stay, discharged alive.