Use of Multistate Models to Assess Prolongation of Intensive Care Unit Stay Due to Nosocomial Infection

2006 ◽  
Vol 27 (5) ◽  
pp. 493-499 ◽  
Author(s):  
J. Beyersmann ◽  
P. Gastmeier ◽  
H. Grundmann ◽  
S. Bärwolff ◽  
C. Geffers ◽  
...  
Keyword(s):  
Intensive Care Unit ◽  
Intensive Care ◽  
Length Of Stay ◽  
Nosocomial Infection ◽  
Temporal Dynamics ◽  
Control Measures ◽  
Incidence Density ◽  
Icu Patients ◽  
Study Methods ◽  
Icu Length Of Stay

Background.Reliable data on the costs attributable to nosocomial infection (NI) are crucial to demonstrating the real cost-effectiveness of infection control measures. Several studies investigating this issue with regard to intensive care unit (ICU) patients have probably overestimated, as a result of inappropriate study methods, the part played by NIs in prolonging the length of stay.Methods.Data from a prospective study of the incidence of NI in 5 ICUs over a period of 18 months formed the basis of this analysis. For describing the temporal dynamics of the data, a multistate model was used. Thus, ICU patients were counted as case patients as soon as an NI was ascertained on any particular day. All patients were then regarded as control subjects as long as they remained free of NI (time-to-event data analysis technique).Results.Admitted patients (n = 1,876) were observed for the development of NI over a period of 28,498 patient-days. In total, 431 NIs were ascertained during the study period (incidence density, 15.1 NIs per 1,000 patient-days). The influence of NI as a time-dependent covariate in a proportional hazards model was highly significant (P< .0001, Wald test). NI significantly reduced the discharge hazard (hazard ratio, 0.72 [95% confidence interval, 0.63-0.82])—that is, it prolonged the ICU stay. The mean prolongation of ICU length of stay due to NI ( ± standard error) was estimated to be 5.3 ± 1.6 days.Conclusions.Further studies are required to enable comparison of data on prolongation of ICU length of stay with the results of various study methods.

scholarly journals Withdrawal of Life-Sustaining Therapy in Intensive Care Unit Patients Following Out-Of-Hospital Cardiac Arrest: An Australian Metropolitan ICU Experience

2022 ◽  
Author(s):  
Nilesh Anand Devanand ◽  
Mohammed Ishaq Ruknuddeen ◽  
Natalie Soar ◽  
Suzanne Edwards
Keyword(s):  
Intensive Care Unit ◽  
Cardiac Arrest ◽  
Intensive Care ◽  
Length Of Stay ◽  
Motor Response ◽  
Temperature Management ◽  
Icu Patients ◽  
Icu Length Of Stay ◽  
Clinical Records ◽  
Hospital Cardiac Arrest

Abstract Objective: To determine factors associated with withdrawal of life-sustaining therapy (WLST) in intensive care unit (ICU) patients following out-of-hospital cardiac arrest (OHCA).Methods: A retrospective review of ICU data from patient clinical records following OHCA was conducted from January 2010 to December 2015. Demographic features, cardiac arrest characteristics, clinical attributes and targeted temperature management were compared between patients with and without WLST. We dichotomised WLST into early (ICU length of stay <72 hours) and late (ICU length of stay ≥72 hours). Factors independently associated with WLST were determined by multivariable binary logistic regression using a backward elimination method, and results were depicted as odds ratios (OR) with 95% confidence intervals (CI).Results: The study selection criteria resulted in a cohort of 260 ICU patients post-OHCA, with a mean age of 58 years and the majority were males (178, 68%); 151 patients (58%) died, of which 145 (96%) underwent WLST, with the majority undergoing early WLST (89, 61%). Status myoclonus was the strongest independent factor associated with early WLST (OR 38.90, 95% CI 4.55–332.57; p < 0.001). Glasgow Coma Scale (GCS) motor response of <4 on day 3 post-OHCA was the strongest factor associated with delayed WLST (OR 91.59, 95% CI 11.66–719.18; p < 0.0001).Conclusion: The majority of deaths in ICU patients post-OHCA occurred following early WLST. Status myoclonus and a GCS motor response of <4 on day 3 post-OHCA are independently associated with WLST.

scholarly journals Contamination of Propofol Infusions in the Intensive Care Unit: Incidence and Clinical Significance

1998 ◽  
Vol 26 (2) ◽  
pp. 162-164 ◽  
Author(s):  
S. A. R. Webb ◽  
B. Roberts ◽  
F. X. Breheny ◽  
C. L. Golledge ◽  
P. D. Cameron ◽  
...  
Keyword(s):  
Intensive Care Unit ◽  
Intensive Care ◽  
Observational Study ◽  
Nosocomial Infection ◽  
Wound Infection ◽  
Clinical Significance ◽  
Low Grade ◽  
Clinical Infection ◽  
Icu Patients

Epidemics of bacteraemia and wound infection have been associated with the infusion of bacterially contaminated propofol administered during anaesthesia. We conducted an observational study to determine the incidence and clinical significance of administration of potentially contaminated propofol to patients in an ICU setting. One hundred patients received a total of 302 infusions of propofol. Eighteen episodes of possible contamination of propofol syringes were identified, but in all cases contamination was by a low-grade virulence pathogen. There were no episodes of clinical infection or colonization which could be attributed to the administration of contaminated propofol. During the routine use of propofol to provide sedation in ICU patients the risk of nosocomial infection secondary to contamination of propofol is extremely low.

The epidemiology, risk factors and outcomes of Carbapenem-resistant Klebsiella pneumoniae infections in the intensive care unit from 2012 to 2018

2020 ◽  
Author(s):  
Ping Wang ◽  
Xiaocui Zou ◽  
Boting Zhou ◽  
Tao Yin
Keyword(s):  
Intensive Care Unit ◽  
Intensive Care ◽  
Klebsiella Pneumoniae ◽  
Control Measures ◽  
Icu Patients ◽  
Infection Control Measures ◽  
Carbapenem Resistant ◽  
Incidence And Mortality ◽  
Changing Trend ◽  
Different Sources

Abstract Background: Carbapenem-resistant Klebsiella pneumoniae (CRKP) is an increasing globally threat for human health, but the trends and clinical characteristics of CRKP infections in the intensive care unit(ICU) remain uninvestigated.Methods: A retrospective study was conducted among ICU patients infected with KP isolates from January 2012 to December 2018. Carbapenem resistant to Klebsiella pneumoniae was defined according to Clinical and Laboratory Standards Institute (CLSI) criteria. The incidence and changing trend of CRKP were determined. CRKP patient sources, specimen types, infection sources and outcomes were investigated. Results: There were 256(40.13%) patients with CRKP and 382(59.87%) patients with CSKP. The incidence of CRKP increased from 2012(11.11%) to 2017(63.48%) and decreased in 2018(51.52%). The proportion of isolates not susceptible to three carbapenems increased from 0 to 98.04%. The rates of CRKP isolated from blood, wound, urine and pleural fluid were higher than that of CSKP. CRKP infections were mainly ICU acquired, rather than input acquired. Conclusion: The incidence of CRKP was high in ICU, but showed a downward trend. Implementation of different infection control measures to different sources of patients, specimen types, and KP infections are necessary. Surveillance data will be needed for ICU patients to decrease the incidence and mortality of CRKP.

Effectiveness of Oral Rinse with Chlorhexidine in Preventing Nosocomial Respiratory Tract Infections among Intensive Care Unit Patients

2009 ◽  
Vol 30 (10) ◽  
pp. 952-958 ◽  
Author(s):  
Fernando Bellissimo-Rodrigues ◽  
Wanessa Teixeira Bellissimo-Rodrigues ◽  
Jaciara Machado Viana ◽  
Gil Cezar Alkmim Teixeira ◽  
Edson Nicolini ◽  
...  
Keyword(s):  
Intensive Care Unit ◽  
Intensive Care ◽  
Length Of Stay ◽  
Tract Infection ◽  
Respiratory Tract ◽  
Respiratory Tract Infection ◽  
Respiratory Tract Infections ◽  
Icu Patients ◽  
Oral Application ◽  
Tract Infections

Objective.To evaluate the effectiveness of the oral application of a 0.12% solution of Chlorhexidine for prevention of respiratory tract infections among intensive care unit (ICU) patients.Design.The study design was a double-blind, randomized, placebo-controlled trial.Setting.The study was performed in an ICU in a tertiary care hospital at a public university.Patients.Study participants comprised 194 patients admitted to the ICU with a prospective length of stay greater than 48 hours, randomized into 2 groups: those who received Chlorhexidine (n = 98) and those who received a placebo (n = 96).Intervention.Oral rinses with Chlorhexidine or a placebo were performed 3 times a day throughout the duration of the patient's stay in the ICU. Clinical data were collected prospectively.Results.Both groups displayed similar baseline clinical features. The overall incidence of respiratory tract infections (RR, 1.0 [95% confidence interval [CI], 0.63-1.60]) and the rates of ventilator-associated pneumonia per 1,000 ventilator-days were similar in both experimental and control groups (22.6 vs 22.3; P = .95). Respiratory tract infection-free survival time (7.8 vs 6.9 days; P = .61), duration of mechanical ventilation (11.1 vs 11.0 days; P = .61), and length of stay (9.7 vs 10.4 days; P = .67) did not differ between the Chlorhexidine and placebo groups. However, patients in the Chlorhexidine group exhibited a larger interval between ICU admission and onset of the first respiratory tract infection (11.3 vs 7.6 days; P = .05). The chances of surviving the ICU stay were similar (RR, 1.08 [95% CI, 0.72-1.63]).Conclusion.Oral application of a 0.12% solution of Chlorhexidine does not prevent respiratory tract infections among ICU patients, although it may retard their onset.

Exogenous Sources ofPseudomonas aeruginosain Intensive Care Unit Patients Implementation of Infection Control Measures and Follow-Up With Molecular Typing

2006 ◽  
Vol 27 (9) ◽  
pp. 953-957 ◽  
Author(s):  
Christiane Petignat ◽  
Patrick Francioli ◽  
Immaculée Nahimana ◽  
Aline Wenger ◽  
Jacques Bille ◽  
...  
Keyword(s):  
Intensive Care Unit ◽  
Intensive Care ◽  
Infection Control ◽  
Tertiary Care ◽  
Clinical Specimen ◽  
Pfge Pattern ◽  
Control Measures ◽  
Icu Patients ◽  
Infection Control Measures ◽  
Exogenous Origin

Background.In 1998, a study in the intensive care unit (ICU) of our institution suggested possible transmission of Pseudomonas aeruginosa from faucet to patient and from patient to patient. Infection-control measures were implemented to reduce the degree ofP. aeruginosacolonization in faucets, to reduce the use of faucet water in certain patient care procedures, and to reduce the rate of transmission from patient to patient.Objective.To evaluate the effect of the control measures instituted in 1999 to preventP. aeruginosainfection and colonization in ICU patients.Design.Prospective, molecular, epidemiological investigation.Setting.A 870-bed, university-affiliated, tertiary care teaching hospital.Methods.The investigation was performed in a manner identical to the 1998 investigation. ICU patients with a clinical specimen positive forP. aeruginosawere identified prospectively. Swab specimens from the inner part of the ICU faucets were obtained for the culture on 9 occasions between September 1997 and December 2000. All patients and environmental isolates were typed by pulsed-field gel electrophoresis (PFGE).Results.Compared with the 1998 study, in 2000 we found that the annual incidence of ICU patients colonized or infected withP. aeruginosahad decreased by half (26.6 patients per 1,000 admissions in 2000 vs 59.0 patients per 1,000 admissions in 1998), although the populations of patients were comparable. This decrease was the result of the decreased incidence of cases in which an isolate had a PFGE pattern identical to that of an isolate from a faucet (7.0 cases per 1,000 admissions in 2000, vs 23.6 per 1,000 admissions in 1998) or from another patient (6.5 cases per 1,000 admissions in 2000 vs 16.5 cases per 1,000 admissions in 1998), whereas the incidence of cases in which the isolate had a unique PFGE pattern remained nearly unchanged (13.1 cases per 1,000 admissions in 2000 vs 15.6 cases per 1,000 admissions in 1998).Conclusions.These results suggest that infection control measures were effective in decreasing the rate ofP. aeruginosacolonization and infection in ICU patients, confirming thatP. aeruginosastrains were of exogenous origin in a substantial proportion of patients during the preintervention period.

scholarly journals The Epidemiology of Vancomycin-Resistant Enterococcus Colonization in a Medical Intensive Care Unit

2003 ◽  
Vol 24 (4) ◽  
pp. 257-263 ◽  
Author(s):  
David K. Warren ◽  
Marin H. Kollef ◽  
Sondra M. Seiler ◽  
Scott K. Fridkin ◽  
Victoria J. Fraser
Keyword(s):  
Intensive Care Unit ◽  
Intensive Care ◽  
Multiple Logistic Regression Analysis ◽  
Control Measures ◽  
Icu Patients ◽  
Icu Admission ◽  
Contact Precautions ◽  
Icu Stay ◽  
Vancomycin Resistant

AbstractObjective:To determine the epidemiology of colonization with vancomycin-resistant Enterococcus (VRE) among intensive care unit (ICU) patients.Design:Ten-month prospective cohort study.Setting:A 19-bed medical ICU of a 1,440-bed teaching hospital.Methods:Patients admitted to the ICU had rectal swab cultures for VRE on admission and weekly thereafter. VRE-positive patients were cared for using contact precautions. Clinical data, including microbiology reports, were collected prospectively during the ICU stay.Results:Of 519 patients who had admission stool cultures, 127 (25%) had cultures that were positive for VRE. Risk factors for VRE colonization identified by multiple logistic regression analysis were hospital stay greater than 3 days prior to ICU admission (adjusted odds ratio [AOR], 3.6; 95% confidence interval [CI95], 2.3 to 5.7), chronic dialysis (AOR, 2.4; CI95, 1.2 to 4.5), and having been admitted to the study hospital one to two times (AOR, 2.3; CI95,1.4 to 3.8) or more than two times (AOR, 6.5; CI95, 3.7 to 11.6) within the past 12 months. Of the 352 VRE-negative patients who had one or more follow-up cultures, 74 (21%) became VRE positive during their ICU stay (27 cases per 1,000 patient-ICU days).Conclusion:The prevalence of VRE culture positivity on ICU admission was high and a sizable fraction of ICU patients became VRE positive during their ICU stay despite contact precautions for VRE-positive patients. This was likely due in large part to prior VRE exposures in the rest of the hospital where these control measures were not being used.

scholarly journals Characteristics and resource utilization of high-cost users in the intensive care unit: a population-based cohort study

2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Claudia Dziegielewski ◽  
Robert Talarico ◽  
Haris Imsirovic ◽  
Danial Qureshi ◽  
Yasmeen Choudhri ◽  
...  
Keyword(s):  
Intensive Care Unit ◽  
Cohort Study ◽  
Intensive Care ◽  
Length Of Stay ◽  
Hospital Mortality ◽  
Healthcare Costs ◽  
Healthcare Expenditure ◽  
Healthcare Spending ◽  
Population Based ◽  
Icu Length Of Stay

Abstract Background Healthcare expenditure within the intensive care unit (ICU) is costly. A cost reduction strategy may be to target patients accounting for a disproportionate amount of healthcare spending, or high-cost users. This study aims to describe high-cost users in the ICU, including health outcomes and cost patterns. Methods We conducted a population-based retrospective cohort study of patients with ICU admissions in Ontario from 2011 to 2018. Patients with total healthcare costs in the year following ICU admission (including the admission itself) in the upper 10th percentile were defined as high-cost users. We compared characteristics and outcomes including length of stay, mortality, disposition, and costs between groups. Results Among 370,061 patients included, 37,006 were high-cost users. High-cost users were 64.2 years old, 58.3% male, and had more comorbidities (41.2% had ≥3) when likened to non-high cost users (66.1 years old, 57.2% male, 27.9% had ≥3 comorbidities). ICU length of stay was four times greater for high-cost users compared to non-high cost users (22.4 days, 95% confidence interval [CI] 22.0–22.7 days vs. 5.56 days, 95% CI 5.54–5.57 days). High-cost users had lower in-hospital mortality (10.0% vs.14.2%), but increased dispositioning outside of home (77.4% vs. 42.2%) compared to non-high-cost users. Total healthcare costs were five-fold higher for high-cost users ($238,231, 95% CI $237,020–$239,442) compared to non-high-cost users ($45,155, 95% CI $45,046–$45,264). High-cost users accounted for 37.0% of total healthcare costs. Conclusion High-cost users have increased length of stay, lower in-hospital mortality, and higher total healthcare costs when compared to non-high-cost users. Further studies into cost patterns and predictors of high-cost users are necessary to identify methods of decreasing healthcare expenditure.

Evaluation of the Impact of Prior-to-Admission Sleep Aid Prescribing Practices on Sleep and Delirium in the Intensive Care Unit

2021 ◽  
pp. 106002802110426
Author(s):  
Melissa Chudow ◽  
Vittorio Paradiso ◽  
Nicole Silva ◽  
Jillian Collette
Keyword(s):  
Intensive Care Unit ◽  
Intensive Care ◽  
Length Of Stay ◽  
Prescribing Patterns ◽  
Prescribing Practices ◽  
Icu Admission ◽  
Icu Length Of Stay ◽  
The Impact ◽  
Time Point ◽  
Similar Incidence

Background: Sleep disruptions in the intensive care unit (ICU) may lead to complications such as delirium. There is limited evidence addressing how sleep aid use before and during ICU admission affects outcomes. Objective: The purpose of this study is to evaluate the impact of prior-to-admission sleep aid prescribing practices in the ICU on delirium and sleep outcomes. Methods: A retrospective review was conducted of adult patients admitted to any ICU from January to June 2018 receiving a sleep aid prior to admission. Patients were categorized based on sleep aid continuation, discontinuation, or alteration during the ICU admission. The primary end point was the incidence of delirium. Secondary end points included the incidence of sleep-wake cycle disturbances, delirium scores, and ICU length of stay. Results: A total of 291 patients were included with 109 in the continued group, 121 in the discontinued group, and 61 in the altered group. There was a similar incidence of delirium at 24 hours ( P = 0.71), 48 hours ( P = 0.60), 72 hours ( P = 0.25), and 5 days ( P = 0.48) after ICU admission. There was also no statistical difference in sleep-wake cycle disturbances or delirium scores at any time point. ICU length of stay was similar between the groups. Conclusion and Relevance: The incidence of delirium and sleep-wake cycle disturbances was not affected by differences in prior-to-admission sleep aid prescribing patterns during ICU admission.

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