Clinical Infectious Diseases · 2015 · 39 citations · 26 references
Public HealthInfectious Disease ControlInfectious DiseasesHealth EquityHealth Services ResearchInfection PreventionHealthcare-associated Infection PreventionHealthcare-associated InfectionsHospital-acquired InfectionsInpatient CareReadmission AnalysisReadmission Prevention30-Day ReadmissionAvoidable ReadmissionsHospital Readmission RatesInfection Risk FactorsPreventable ReadmissionReadmission RatesReadmission ReductionThirty-day Readmission
BACKGROUND: Reducing hospital readmissions, including preventable healthcare-associated infections, is a national priority. The proportion of readmissions due to infections is not well-understood. Better understanding of hospital risk factors for readmissions and infection-related readmissions may help optimize interventions to prevent readmissions. METHODS: Retrospective cohort study of California acute care hospitals and their patient populations discharged between 2009 and 2011. Demographics, comorbidities, and socioeconomic status were entered into a hierarchical generalized linear mixed model predicting all-cause and infection-related readmissions. Crude verses adjusted hospital rankings were compared using Cohen's kappa. RESULTS: We assessed 30-day readmission rates from 323 hospitals, accounting for 213 879 194 post-discharge person-days of follow-up. Infection-related readmissions represented 28% of all readmissions and were associated with discharging a high proportion of patients to skilled nursing facilities. Hospitals serving populations with high proportions of males, comorbidities, prolonged length of stay, and populations living in a federal poverty area, had higher all-cause and infection-related readmission rates. Academic hospitals had higher all-cause and infection-related readmission rates (odds ratio 1.24 and 1.15, respectively). When comparing adjusted vs crude hospital rankings for infection-related readmission rates, adjustment revealed 31% of hospitals changed performance category for infection-related readmissions. CONCLUSIONS: Infection-related readmissions accounted for nearly 30% of all-cause readmissions. High hospital infection-related readmissions were associated with serving a high proportion of patients with comorbidities, long lengths of stay, discharge to skilled nursing facility, and those living in federal poverty areas. Preventability of these infections needs to be assessed.
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Comorbidity Measures for Use with Administrative Data
Anne Elixhauser, Claudia Steiner, D.R. Harris et al. · Medical Care · 1998 · 9.9K citations
Education, Health Services Administration, Health Assessment +16
Nonparametrics: Statistical Methods Based on Ranks
Mitchell J. Mergenthaler, E. L. Lehmann · Technometrics · 1979 · 3.4K citations
Nonparametrics: Statistical Methods Based on Ranks.
Robert J. Beaver, E. L. Lehmann · Biometrics · 1976 · 2.1K citations