Epidemiology meets econometrics: using time-series analysis to observe the impact of bed occupancy rates on the spread of multidrug-resistant bacteria.
Two multivariate time-series analyses were carried out to identify the impact of bed occupancy rates, turnover intervals and the average length of hospital stay on the spread of multidrug-resistant bacteria in a teaching hospital. Epidemiological data on the incidences of meticillin-resistant Staphylococcus aureus (MRSA) and extended-spectrum beta-lactamase (ESBL)-producing bacteria were collected. Time-series of bed occupancy rates, turnover intervals and the average length of stay were tested for inclusion in the models as independent variables. Incidence was defined as nosocomial cases per 1000 patient-days. This included all patients infected or colonised with MRSA/ESBL more than 48h after admission. Between January 2003 and July 2008, a mean incidence of 0.15 nosocomial MRSA cases was identified. ESBL was not included in the surveillance until January 2005. Between January 2005 and July 2008 the mean incidence of nosocomial ESBL was also 0.15 cases per 1000 patient-days. The two multivariate models demonstrate a temporal relationship between bed occupancy rates in general wards and the incidence of nosocomial MRSA and ESBL. Similarly, the temporal relationship between the monthly average length of stay in intensive care units (ICUs) and the incidence of nosocomial MRSA and ESBL was demonstrated. Overcrowding in general wards and long periods of ICU stay were identified as factors influencing the spread of multidrug-resistant bacteria in hospital settings.
Kaier
K
K
Department of Environmental Health Sciences, University Medical Center Freiburg, Freiburg, Germany. klaus.kaier@uniklinik-freiburg.de
Meyer
E
E
Dettenkofer
M
M
Frank
U
U
D001424:Bacterial Infections / Q000453:epidemiology* / Q000382:microbiology; D001509:Bed Occupancy / Q000706:statistics & numerical data*; D003428:Cross Infection / Q000453:epidemiology* / Q000382:microbiology; D003441:Crowding; D024901:Drug Resistance, Multiple, Bacterial; D004755:Enterobacteriaceae / Q000201:enzymology* / Q000302:isolation & purification; D004756:Enterobacteriaceae Infections / Q000453:epidemiology* / Q000382:microbiology; D006801:Humans; D015994:Incidence; D007902:Length of Stay / Q000706:statistics & numerical data; D055624:Methicillin-Resistant Staphylococcus aureus / Q000187:drug effects* / Q000302:isolation & purification; D013997:Time Factors; D001618:beta-Lactamases / Q000096:biosynthesis
D001618:beta-Lactamases