scholarly journals What are the risk factors of hospital length of stay in the novel coronavirus pneumonia (COVID-19) patients? A survival analysis in southwest China

PLoS ONE ◽  
2022 ◽  
Vol 17 (1) ◽  
pp. e0261216
Author(s):  
Zhuo Wang ◽  
Yuanyuan Liu ◽  
Luyi Wei ◽  
John S. Ji ◽  
Yang Liu ◽  
...  
Keyword(s):  
Risk Factors ◽  
Survival Analysis ◽  
Length Of Stay ◽  
Hospital Length ◽  
Hospital Length Of Stay ◽  
Severe Illness ◽  
Individual Treatment ◽  
Time Interval ◽  
Medical Resources ◽  
Novel Coronavirus

Background The global epidemic of novel coronavirus pneumonia (COVID-19) has resulted in substantial healthcare resource consumption. Since patients’ hospital length of stay (LoS) is at stake in the process, an investigation of COVID-19 patients’ LoS and its risk factors becomes urgent for a better understanding of regional capabilities to cope with COVID-19 outbreaks. Methods First, we obtained retrospective data of confirmed COVID-19 patients in Sichuan province via National Notifiable Diseases Reporting System (NNDRS) and field surveys, including their demographic, epidemiological, clinical characteristics and LoS. Then we estimated the relationship between LoS and the possibly determinant factors, including demographic characteristics of confirmed patients, individual treatment behavior, local medical resources and hospital grade. The Kaplan-Meier method and the Cox Proportional Hazards Model were applied for single factor and multi-factor survival analysis. Results From January 16, 2020 to March 4, 2020, 538 human cases of COVID-19 infection were laboratory-confirmed, and were hospitalized for treatment, including 271 (50%) patients aged ≥ 45, 285 (53%) males, and 450 patients (84%) with mild symptoms. The median LoS was 19 (interquartile range (IQR): 14–23, range: 3–41) days. Univariate analysis showed that age and clinical grade were strongly related to LoS (P<0.01). Adjusted multivariate analysis showed that the longer LoS was associated with those aged ≥ 45 (Hazard ratio (HR): 0.74, 95% confidence interval (CI): 0.60–0.91), admission to provincial hospital (HR: 0.73, 95% CI: 0.54–0.99), and severe illness (HR: 0.66, 95% CI: 0.48–0.90). By contrast, the shorter LoS was linked with residential areas with more than 5.5 healthcare workers per 1,000 population (HR: 1.32, 95% CI: 1.05–1.65). Neither gender factor nor time interval from illness onset to diagnosis showed significant impact on LoS. Conclusions Understanding COVID-19 patients’ hospital LoS and its risk factors is critical for governments’ efficient allocation of resources in respective regions. In areas with older and more vulnerable population and in want of primary medical resources, early reserving and strengthening of the construction of multi-level medical institutions are strongly suggested to cope with COVID-19 outbreaks.

scholarly journals Risk factors on admission associated with hospital length of stay in patients with COVID-19: a retrospective cohort study

2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Anping Guo ◽  
Jin Lu ◽  
Haizhu Tan ◽  
Zejian Kuang ◽  
Ying Luo ◽  
...  
Keyword(s):  
Risk Factors ◽  
Logistic Regression ◽  
Liver Disease ◽  
Length Of Stay ◽  
Regression Model ◽  
Logistic Regression Model ◽  
Hospital Length ◽  
Clinical Treatment ◽  
Hospital Length Of Stay ◽  
Female Sex

AbstractTreating patients with COVID-19 is expensive, thus it is essential to identify factors on admission associated with hospital length of stay (LOS) and provide a risk assessment for clinical treatment. To address this, we conduct a retrospective study, which involved patients with laboratory-confirmed COVID-19 infection in Hefei, China and being discharged between January 20 2020 and March 16 2020. Demographic information, clinical treatment, and laboratory data for the participants were extracted from medical records. A prolonged LOS was defined as equal to or greater than the median length of hospitable stay. The median LOS for the 75 patients was 17 days (IQR 13–22). We used univariable and multivariable logistic regressions to explore the risk factors associated with a prolonged hospital LOS. Adjusted odds ratios (aORs) and 95% confidence intervals (CIs) were estimated. The median age of the 75 patients was 47 years. Approximately 75% of the patients had mild or general disease. The univariate logistic regression model showed that female sex and having a fever on admission were significantly associated with longer duration of hospitalization. The multivariate logistic regression model enhances these associations. Odds of a prolonged LOS were associated with male sex (aOR 0.19, 95% CI 0.05–0.63, p = 0.01), having fever on admission (aOR 8.27, 95% CI 1.47–72.16, p = 0.028) and pre-existing chronic kidney or liver disease (aOR 13.73 95% CI 1.95–145.4, p = 0.015) as well as each 1-unit increase in creatinine level (aOR 0.94, 95% CI 0.9–0.98, p = 0.007). We also found that a prolonged LOS was associated with increased creatinine levels in patients with chronic kidney or liver disease (p < 0.001). In conclusion, female sex, fever, chronic kidney or liver disease before admission and increasing creatinine levels were associated with prolonged LOS in patients with COVID-19.

Infections Acquired by Adults Who Receive Extracorporeal Membrane Oxygenation Risk Factors and Outcome

2013 ◽  
Vol 34 (1) ◽  
pp. 24-30 ◽  
Author(s):  
Cecile Aubron ◽  
Allen C. Cheng ◽  
David Pilcher ◽  
Tim Leong ◽  
Geoff Magrin ◽  
...  
Keyword(s):  
Risk Factors ◽  
Length Of Stay ◽  
Extracorporeal Membrane Oxygenation ◽  
Unit Length ◽  
Severity Of Illness ◽  
Infectious Complications ◽  
Hospital Length ◽  
Interquartile Range ◽  
Hospital Length Of Stay ◽  
Membrane Oxygenation

Objectives.To analyze infectious complications that occur in patients who receive extracorporeal membrane oxygenation (ECMO), associated risk factors, and consequences on patient outcome.Design.Retrospective observational survey from 2005 through 2011.Participants and Setting.Patients who required ECMO in an Australian referral center.Methods.Cases of bloodstream infection (BSI), catheter-associated urinary tract infection (CAUTI), and ventilator-associated pneumonia (YAP) that occurred in patients who received ECMO were analyzed.Results.A total of 146 ECMO procedures were performed for more than 48 hours in 139 patients, and 36 patients had a total of 46 infections (30.1 infectious episodes per 1,000 days of ECMO). They included 24 cases of BSI, 6 of them secondary to VAP; 23 cases of VAP; and 5 cases of CAUTI. The most frequent pathogens were Enterobacteriaceae (found in 16 of 46 cases), and Candida was the most common cause of BSI (in 9 of 24 cases). The Sequential Organ Failure Assessment score before ECMO initiation and the number of days of support were independenuy associated with a risk of BSI, with odds ratios of 1.23 (95% confidence interval [CI], 1.03-1.47; P = .019) and 1.08(95% CI, 1.03-1.19]; P = .006), respectively. Infected patients did not have a significantly higher mortality compared with uninfected patients (41.7% vs 32%; P = .315), but intensive care unit length of stay (16 days [interquartile range, 8-26 days] vs 11 days [IQR, 4-19 days]; P = .012) and hospital length of stay (33.5 days [interquartile range, 15.5-55.5] vs 24 days [interquartile range, 9-42 days]; P = .029) were longer.Conclusion.The probability of infection increased with the duration of support and the severity of illness before initiation of ECMO. Infections affected length of stay but did not have an impact on mortality.

scholarly journals 1247. Multicenter Study on Risk Factors for Surgical Site Infection After Exploratory Laparotomy

2019 ◽  
Vol 6 (Supplement_2) ◽  
pp. S449-S449
Author(s):  
Túlio Alves Jeangregório Rodrigues ◽  
Guilherme Fernandes de Oliveira ◽  
Júlia G C Dias ◽  
Laís Souza Campos ◽  
Letícia Rodrigues ◽  
...  
Keyword(s):  
Risk Factors ◽  
Length Of Stay ◽  
Abdominal Surgery ◽  
Surgical Site Infection ◽  
Exploratory Laparotomy ◽  
Hospital Length ◽  
Hospital Length Of Stay ◽  
Hospital Death ◽  
Site Infection ◽  
The Impact

Abstract Background Exploratory laparotomy surgery is abdominal operations not involving the gastrointestinal tract or biliary system. The objective of our study is to answer three questions: (a) What is the risk of surgical site infection (SSI) after exploratory abdominal surgery? (b) What is the impact of SSI in the hospital length of stay and hospital mortality? (c) What are risk factors for SSI after exploratory abdominal surgery? Methods A retrospective cohort study assessed meningitis and risk factors in patients undergoing exploratory laparotomy between January 2013 and December 2017 from 12 hospitals at Belo Horizonte, Brazil. Data were gathered by standardized methods defined by the National Healthcare Safety Network (NHSN)/CDC procedure-associated protocols for routine SSI surveillance. 26 preoperative and operative categorical and continuous variables were evaluated by univariate and multivariate analysis (logistic regression). Outcome variables: Surgical site infection (SSI), hospital death, hospital length of stay. Variables were analyzed using Epi Info and applying statistical two-tailed test hypothesis with significance level of 5%. Results A sample of 6,591 patients submitted to exploratory laparotomy was analyzed (SSI risk = 4.3%): Hospital length of stay in noninfected patients (days): mean = 16, median = 6, std. dev. = 30; hospital stay in infected patients: mean = 32, median = 22, std. dev. = 30 (P < 0.001). The mortality rate in patients without infection was 14% while hospital death of infected patients was 20% (P = 0.009). Main risk factors for SSI: ügeneral anesthesia (SSI = 4.9%, relative risk – RR = 2.8, P < 0.001); preoperative hospital length of stay more than 4 days (SSI=3.9%, RR=1.8, P = 0.003); wound class contaminated or dirty (SSI = 5.4%, RR = 1.5, P = 0.002); duration of procedure higher than 3 hours (SSI = 7.1%, RR = 2.1, P < 0.001); after trauma laparotomy (SSI = 7.8%, RR = 1.9, P = 0.001). Conclusion We identified patients at high risk of surgical site infection after exploratory laparotomy: trauma patients from contaminated or dirty wound surgery, submitted to a procedure with general anesthesia that last more than 3 hours have 13% SSI. Patients without any of these four risk factors have only 1.2% SSI. Disclosures All authors: No reported disclosures.

scholarly journals Impact of COVID-19 Outbreak on the Emergency Presentation of Acute Appendicitis

2020 ◽  
Vol 86 (11) ◽  
pp. 1508-1512
Author(s):  
Mariana Kumaira Fonseca ◽  
Eduardo N. Trindade ◽  
Omero P. Costa Filho ◽  
Miguel P. Nácul ◽  
Artur P. Seabra
Keyword(s):  
Postoperative Complications ◽  
Length Of Stay ◽  
Acute Appendicitis ◽  
Symptom Onset ◽  
Hospital Admissions ◽  
Average Length ◽  
Hospital Length ◽  
Hospital Length Of Stay ◽  
Time Interval ◽  
Emergency Presentation

Background The global crisis resulting from the coronavirus pandemic has imposed a large burden on health systems worldwide. Nonetheless, acute abdominal surgical emergencies are major causes for nontrauma-related hospital admissions and their incidences were expected to remain unchanged. Surprisingly, a significant decrease in volume and a higher proportion of complicated cases are being observed worldwide. Methods The present study assesses the local impact of the coronavirus pandemic on the emergency presentation of acute appendicitis in a Brazilian hospital. A retrospective analysis was conducted on patients undergoing emergency surgery for the clinically suspected diagnosis of acute appendicitis during the 2-month period of March and April 2020 and the same time interval in the previous year. Data on demographics, timing of symptom onset and hospital presentation, intraoperative details, postoperative complications, hospital length of stay, and histological examination of the specimen were retrieved from individual registries. Results The number of appendectomies during the pandemic was 36, which represents a 56% reduction compared to the 82 patients operated during the same period in 2019. The average time of symptom onset to hospital arrival was significantly higher in 2020 (40.6 vs. 28.2 hours, P = .02). The classification of appendicitis revealed a significant higher proportion of complicated cases than the previous year (33.3% vs. 15.2%, P = .04). The rate of postoperative complications and the average length of stay were not statistically different between the groups. Conclusion Further assessment of patients’ concerns and systematic monitoring of emergency presentations are expected to help us understand and adequately address this issue.

scholarly journals Analysis of risk factors for unplanned reoperation following primary repair of gastrointestinal disorders in neonates

2021 ◽  
Vol 21 (1) ◽  
Author(s):  
Yu Cui ◽  
Rong Cao ◽  
Jia Li ◽  
Ling-mei Deng
Keyword(s):  
Risk Factors ◽  
Risk Factor ◽  
Length Of Stay ◽  
Operative Time ◽  
Primary Repair ◽  
Hospital Length ◽  
Hospital Length Of Stay ◽  
Gastrointestinal Disorders ◽  
Factors Associated ◽  
Link Type

Abstract Background The aim of our study was to identify the factors associated with unplanned reoperations among neonates who had undergone primary repair of gastrointestinal disorders. Methods A retrospective chart review was conducted for neonates who underwent primary gastrointestinal surgery between July 2018 and September 2020. The neonates were divided into two cohort, depending on whether they had an unplanned reoperation. The primary outcome was the occurrence of unplanned reoperation. The risk factors that associated the occurrence of unplanned reoperation were examined. Main results Two hundred ninety-six neonates fulfilled the eligibility criteria. The incidence of unplanned reoperation was 9.8%. Analyses of all patients with respect of developing unplanned reoperation showed that the length of operative time was an independent risk factor [Odds Ratio 1.02; 95% confidence interval 1.00, 1.04; p = 0.03]. Patients with unplanned reoperation had a longer postoperative hospital length-of-stay [19.9 ± 14.7 vs. 44.1 ± 32.1 days; p<0.01]. Conclusion The current study is the first analysis of risk factors associated with an unplanned reoperation in neonates undergoing primary repair of gastrointestinal disorders. The length of operative time is the only risk factor for an unplanned reoperation, and the unplanned reoperation can directly prolong the postoperative hospital length-of-stay. Trial registration This study was registered at http://www.chictr.org.cn/index.aspx with No. ChiCTR2000040260.

scholarly journals Clinical characteristics, risk factors, prognosis and immune status of secondary infection of sepsis: a retrospective observational study

2019 ◽  
Author(s):  
Yao Chen ◽  
Yanyan Hu ◽  
Jin Zhang ◽  
Yue Shen ◽  
Junling Huang ◽  
...  
Keyword(s):  
Risk Factors ◽  
Length Of Stay ◽  
Clinical Characteristics ◽  
Immune Status ◽  
Secondary Infection ◽  
Hospital Length ◽  
Hospital Length Of Stay ◽  
Enzyme Linked Immunosorbent Assay ◽  
Infection Group ◽  
Hla Dr

Abstract Background: Secondary infection in hospital was found to have a higher incidence in septic patients and affect clinical outcomes. This study aimed to investigate the clinical characteristics, risk factors, prognosis and immune status of secondary infection of sepsis. Methods: A four-year retrospective study was carried out in Zhongshan Hospital, Fudan University, enrolling septic patients admitted between 2014 January and 2018 January. Data were acquired from medical records. The flow cytometry was performed to measure the CD14+ monocyte human leukocyte antigen-D related (HLA-DR) expression. Serum cytokines levels were measured by enzyme-linked immunosorbent assay (ELISA) method. Results: A total of 297 septic patients were enrolled, 92 of whom developed 150 cases of secondary infections. Respiratory tract was the most common site of secondary infection (n = 84, 56%) and Acinetobacter baumanii the most commonly isolated pathogen (n = 38, 32%). Urinary and deep venous catheterization increased the risk of developing secondary infection. Lower HLA-DR expression and elevated IL-10 level were found in secondary infection group. The expected prolonged in-hospital length of stay owing to secondary infection was 4.63 days. Secondary infection was also associated with higher in-hospital, 30-day and 90-day mortality. Kaplan-Meier survival curves and Log-rank test revealed secondary infection group had a worse survival between day 15 and day 90. Conclusions: Urinary and deep venous catheter indwelling increased the risk of developing secondary infection. Secondary infection influenced outcomes of septic patients and prolonged in-hospital length of stay. Immunosuppression led to a higher tendency to developing secondary infection. Keywords: Sepsis, Secondary infection, Immunosuppression, HLA-DR, Cytokine

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