Associated Factors with Prolonged Stay in Pediatric Observation Ward of Urban University Hospital in Thailand

Background: Pediatric observation ward (OW) is the area where the patient can be monitored or have early investigation/management and observe part of emergency department (ED);patients are admitted to this area with an expectation of discharge within 24 hours. Observation ward was beneficial in preventing avoidable hospitalizations, due to the high volume of patients in ED, OW increasing demands, overcrowding, and prolonged stay. Objective: This study aimed to examine the characteristics and factors associated with prolonged length of stay (LOS) more than 24 hours in the pediatric observation ward. General demographic data were recorded including age, sex, LOS, diagnosis and disposition. Results: This is a retrospective study of children 15 years old or younger who admit to Pediatric OW at urban university hospital and prolonged stay more than 24 hours during January 2014 to June 2015. There were 670 patients admitted at OW during the study period (median age of 5 years;53% were male). Mean length of stay in OW was 61 hours. The most common top 5 diagnoses were respiratory problem (32%), gastrointestinal problem (29%), infectious disease (11%), neurological (7%), and dental problem (6%). The majority of patients were discharge home 602/670 cases (90%), and 10% (68/670 cases) were admitted to inpatient ward. There were 552 patients (82%) who had prolonged OW more than 24 hours. Compared with the factors in both group, we found that the associated factor for prolonged OW stay was the age of patient, which seems to be younger in the prolonged stay group (median age of 4 years 3 months vs 3 years 5 months, p = 0.04). Younger children had significant factors for prolonged stay in OW (p < 0.001) compared to all age categorized less than 1 year, 1 - 5 years, 5 - 10 years, 10 - 15 years and more than 15 years respectively. Conclusion: This was the study for report of pediatric observation ward utilization. The younger patient was the associated factor for prolonged stay in OW. Understanding this related issue will be the starting points for assessing patients carefully before admitting to OW for improving efficiency and quality of care in pediatric OW.

Predictive risk factors for prolonged stay in intensive care unit in patients undergoing coronary artery bypass grafting surgery

Objective To describe the preoperative factors of prolonged intensive care unit length of stay after coronary artery bypass grafting. Methods From 1997 to 2009, 1318 patients underwent isolated CABG in our hospital. Retrospective analysis was performed on these cases. Univariate and multivariate analyses

Predictive risk factors associated with prolonged stay in the intensive care unit for patients undergoing coronary artery bypass grafting surgery

Objective The rate of post-operative complications has been increased with the changes in patients’age,prolonged duration,more severe and diffused lesions,and more patients with complications in recent years. We try to identify the risk factors associated with prolonged stay in the intensive care unit (ICU) after coronary artery bypass graft surgery (CABG) . Methods 1623 patients who received CABG surgery in Beijing Anzhen Hospital

Emergency Department Waiting Times and Determinants of Prolonged Length of Stay in a Botswana Referral Hospital

Introduction: Emergency medicine is a critical component of quality public health service. In fact length of stay and waiting times in the Emergency department are key indicators of quality. The aim of this study was to determine waiting times and determinants of prolonged length of stay (LOS) in the Princess Marina Hospital Emergency Department. Methods: This was a retrospective observational study. It was done at Princess Marina, a referral hospital in Gaborone, Botswana. Triage forms of patients who presented between 19/11/ 2018 and 18/12/2018 were reviewed. Data from patient files was used to determine time duration from triage to being reviewed by a doctor, time duration from review by emergency doctor to patients’ disposition and the time duration from patient’s triage to disposition (length of stay). Prolonged length of stay was defined as duration > 6 hours. Results: A total of 1052 files repre- senting patients seen over a 1-month period were reviewed. 72.5% of the patients had a prolonged length of stay. The median emergency doctor waiting time was 4.5 hours (IQR 1.6 - 8.3 hours) and the maximum was 27.1 hours. The median length of stay in the emergency department was 9.6 hours (IQR 5.8 - 14.6 hours) and the maximum was 45.9 hours. Patient’s age (AOR 1.01), mental status (AOR 0.61), admission to internal medicine service (AOR 5.12) and pediatrics admissions (AOR 0.11) were significant predictors of prolonged length of stay in the emergency department. Conclusion: Princess Marina Hospital emergency department waiting times and length of stay are long. Age, normal mental status and internal medicine admission were independent predictors of prolonged stay (>6 hours). Admission to the pediatrics service was associated with shorter length of stay. There is a need for interventions to address the long waiting times and length of stay. Interventions should particularly focus on the identified predictors.

Correlation of neutrophil-to-lymphocyte ratio with prolonged ICU stayin infants undergoing cardiac surgery

Background The neutrophil-to-lymphocyte ratio(NLR)stands as a valuable marker for assessing inflammation and predicting adverse outcomes post-cardiac surgery.This study aimed to ascertain the prognostic relevance of preoperative NLR concerning prolonged ICU stay among infants undergoing congenital heart surgery employing cardiopulmonary bypass.Methods A retrospective review was conducted involving 187 consecutive infants(≤1 year)who underwent congenital heart disease surgery between January and April 2019,stratified into two groups based on NLR(NLR<0.484,NLR≥0.484).The primary outcome was prolonged intensive care unit(ICU)length of stay,defined patients with ICU stays duration higher than the third quartile.Correlations between preoperative NLR and clinical outcomes were assessed.Receiver operating characteristic curve analysis,multivariable Logistic regression,and restricted cube plots were utilized to gauge the association of preoperative NLR with prolonged ICU stay.Results The area under the receiver operating characteristic curve of NLRpredictive capability for prolonged ICU length of staywas 0.691.Subgroup analyses revealed poorer prognoses among patients with high NLR(≥0.484).Multivariable Logistic regression analysis indicated that heightened preoperative NLR(OR:2.63,95%CI:1.18-5.83,P=0.018)independently was correlated with prolonged ICU length of stay in infants'post-cardiac surgery.Conclusions In summary,the NLR emerges as a significant predictive factor for prolonged ICU stay in infants undergoing cardiac surgery.Nevertheless,further research is warranted to comprehensively grasp the relationship between the NLR and prolonged ICU stay.

Red blood cell distribution width levels predict prolonged hospital stay for infants after cardiopulmonary bypass surgery

Background Thered cell distribution width(RDW)is a parameter that reflects the heterogeneity of red blood cell volume and size,and it is commonly used in the diagnosis of anemia in patients.RDW may serve as a predictor of the postoperative prognosis of surgical patients in the intensive care unit.This study evaluated the predictive capability of RDW for outcomes in infants after cardiopulmonary bypass surgery.Methods A retrospective cohort study was conducted at Guangdong Provincial People's Hospital enrolling infants(≤1 year)who underwent cardiac surgery between January 2019 and April 2019.The infants were divided into two groups based on their preoperative RDW levels(<14.5% and≥14.5%).The primary outcome measured was the prolonged hospital stay post-operation.The association between RDW levels and prolonged hospital length of stay was evaluated using multivariate Logistic regression,presenting the adjusted odds ratio with a 95%confidence interval(CI).Additionally,interaction and subgroup analyses were performed to assess the consistency of these correlations.Results A total of 186 infants were included in the study.After adjusting for potential confounders,multivariate logistic regression models demonstrated a significant association between RDW and prolonged length of stay(LOS)in hospital when treated as a continuous variable(change per 1SD,OR:1.50,95%CI:1.06-2.11,P=0.021).Categorizing RDW as a variable revealed that higher RDW levels(≥14.5%)were significantly associated with an increased risk of prolonged LOS compared to lower levels(<14.5%)(OR:9.72,95%CI:2.87-32.91,P<0.001).Receiver operating curves(ROC)analysis showed that RDW levels exhibited relatively higher diagnostic value for predicting prolonged LOS(AUC=0.697,95%CI:0.617-0.776,P<0.05).Stratified analyses further showed that depending on the variable testing,an association between higher RDW levels and prolonged hospital length of stay in different subgroups was observed.Conclusions Elevated RDW levels in infants undergoing cardiac surgery involving cardiopulmonary bypass may signify prolonged recovery periods.