Risk Factors For Longer Length Of Stay Research Articles

Abstract 16216: Sociodemographic Disparities in Severity of Multisystem Inflammatory Syndrome in Children: The National MUSIC Study

Introduction: The long-term outcomes after the Multisystem Inflammatory Syndrome in Children (MUSIC) study investigates sequelae in multisystem inflammatory syndrome (MIS-C) post-COVID across 33 US and Canadian sites. Among children with COVID-19, the adjusted MIS-C incidence rate ratios are higher in children who are Hispanic or Black. Our objective was to assess sociodemographic disparities associated with MIS-C severity and adverse outcomes. Methods: This multicenter cross-sectional study included US persons <21 years-old with MIS-C from 6/2020-1/2022. The primary composite outcome of greater illness severity included > 1 findings: vasoactive medications, cardiac dysfunction or elevated troponin, intubation, or mechanical support. Secondary outcomes were days from symptom onset to hospital admission and hospital length of stay (LOS). Predictor variables were patient distance to the hospital, neighborhood social deprivation index (SDI-higher score is worse), race/ethnicity, and non-primary English language. Covariates were age, insurance, asthma, and obesity. Multivariable models used backwards selection at significance p<0.05. Results: There were 1115 MIS-C patients, with a median age of 9 years old (IQR 5.6, 12.7), 39.2% female, 28.1% non-Hispanic Black, 27.8% Hispanic, 47.3% with public insurance, and a median SDI of 54 (IQR 25.0, 82.5). On multivariable analysis, increased odds of more severe illness included Hispanic ethnicity, odds ratio (OR) 1.5 (95% CI 1.1, 2.2); non-Hispanic Black race, OR 1.7 (95% CI 1.1, 2.4) compared to non-Hispanic whites; and ages 13-17 years, OR 3.7 (95% CI 2.4, 5.6) compared to those ages 0-5 years. Longer time to hospital admission was associated with lower SDI (i.e., less deprivation; p=0.009) and further distance from hospital (p=0.006). Risk factors for longer LOS were adolescent age (p=0.002) and non-Hispanic Black race (p=0.018). Asthma and obesity had no association with MIS-C severity. Conclusion: MIS-C severity and adverse outcomes are associated with sociodemographic factors, including being Black and/or Hispanic. Future studies should explore risk mechanisms , including systemic racism, environmental and genetic causes, quality of medical care, or multifactorial interactions.

Sex-Based Outcomes in Patients Undergoing WATCHMAN Device Implantation

Sex-based disparities in outcomes are reported for various cardiovascular procedures. This study aimed to assess the difference in outcomes in patients who underwent WATCHMAN device implant based on sex. Patients who underwent WATCHMAN device placement, from 2016 to 2018, were identified from the National Inpatient Sample database. The primary outcome was inpatient mortality, and the secondary outcomes were the length of stay (LOS), hospitalization cost (HOC), and periprocedural complications. A logistic regression model was built to perform an adjusted analysis for the outcomes. A total of 12,327 patients underwent WATCHMAN device placement. Female patients were older and more likely to have hypertension (p <0.01) and less likely to have peripheral arterial disease (5.6 vs 7.2, p <0.01), chronic kidney disease (21% vs 26%, p <0.01), and diabetes (18% vs 20%, p=0.03) and were also at a higher risk for certain periprocedural complications, including pericardiocentesis and anemia requiring blood transfusion (p <0.01 for all). In the unadjusted analysis, the female sex was associated with longer LOS (1.5 vs 1.3days, p <0.01) and inpatient mortality (0.23 vs 0.10, p=0.05). The HOC was numerically higher in women but statistically nonsignificant ($120,791 vs $118,554, p=0.1). In the stepwise, backward, multivariate regression analysis, the female sex was an independent risk factor for higher LOS (1.5 vs 1.3days, p <0.01, 95% confidence interval 1.3 to 1.4) after adjusting for potential confounders. The inpatient mortality and HOC were similar between 2 groups after adjusting for potential cofounders in the multivariate regression analysis. Our study suggests that the female sex is an independent risk factor for longer LOS among patients hospitalized for WATCHMAN device placement.

Impact of Postoperative Length of Stay on Patient-Reported and Clinical Outcomes After Anterior Lumbar Interbody Fusion.

Existing literature has not yet evaluated the impact of postoperative length of stay (LOS) on patient-reported outcome measures (PROMs) and minimum clinically important difference (MCID) in patients undergoing anterior lumbar interbody fusion (ALIF). The authors investigates the influence of postoperative LOS following ALIF on PROMs and MCID achievement rates. A single-surgeon database was retrospectively reviewed for patients undergoing single-level ALIF. The following 2 cohorts were studied: patients with LOS <45 hours and patients with LOS ≥45 hours. The following PROMs were recorded at preoperative and 6-week, 12-week, 6-month, 1-year, and 2-year postoperative timepoints: visual analog scale (VAS) back and leg, Oswestry Disability Index (ODI), 12-item short form (SF-12) physical composite score (PCS), and patient-reported outcome measurement information system physical function. MCID achievement was compared by LOS grouping using χ 2 analysis. The rates of complications by LOS grouping and the relative risk among demographic and perioperative characteristics for a longer hospital stay of ≥45 hours were calculated. A total of 52 subjects were included in each cohort. LOS ≥45 hours demonstrated worse ODI at 6 weeks and SF-12 PCS preoperative and at 12 weeks (P ≤ 0.026, all). LOS <45 hours demonstrated greater MCID rates for all PROMs except VAS back (P ≤ 0.004, all). Postoperative urinary retention (POUR), fever, and total complications (P ≤ 0.003, all) were associated with increased LOS. Diabetes (P = 0.037), preoperative VAS neck ≥7 (P = 0.012), and American Society of Anesthesiologists classification ≥2 (P = 0.003) served as preoperative risk factors for postoperative stay ≥45 hours. Following single-level ALIF, patients with shorter LOS demonstrated significantly greater overall MCID achievement for most PROMs. POUR, fever, and total complications were associated with longer LOS and greater blood loss. Diabetes and higher preoperative leg pain were identified as risk factors for longer LOS. Patients undergoing ALIF with shorter LOS had greater MCID achievement for disability, physical function, and leg pain outcomes. Patients with greater preoperative leg pain and diabetes may be at risk for longer LOS.

Impact of inappropriate empirical antibiotic treatment on clinical outcomes of urinary tract infections caused by Escherichia coli: a retrospective cohort study

We aimed to determine the clinical impact of inappropriate empirical antibiotic treatment (IEAT) compared with appropriate empirical antibiotic treatment (AEAT) in hospitalised patients with urinary tract infections (UTIs) caused by Escherichia coli (E. coli). This retrospective cohort study included adult patients with a primary diagnosis of UTI who were treated with empirical antibiotics at a tertiary hospital in southern China over a 2-year period. Clinical data of patients who received IEAT were compared with those of patients receiving AEAT. We used multivariable logistic regression to identify the predictors for receiving IEAT and the risk factors affecting clinical outcomes. A total of 213 patients were enrolled (median age, 61 years), of whom 103 (48.4%) received IEAT. IEAT was associated with empirical use of fluoroquinolones, male sex and age-adjusted Charlson comorbidity index (aCCI) score >6. Hospital length of stay (LOS) was longer for patients who received IEAT than for those who received AEAT (13.6 ± 8.6 days vs. 10.8 ± 7.9 days; P=0.008). IEAT was an independent risk factor for longer LOS along with aCCI score ≥2, lung disease and cardiac disease. Empirical use of fluoroquinolones for UTIs should be avoided, especially in male patients with aCCI score >6. Improved empirical antimicrobial therapy may have a beneficial impact in reducing bacterial resistance and healthcare costs by decreasing the LOS. Therefore, interventions to promote in-depth antibiotic stewardship programmes in China are needed.

Comorbid Diseases Is a Predictor Length of Stay in Children with Severe Acute Malnutrition

Severe acute malnutrition (SAM) is one of the leading causes of morbidity and mortality in children in developing countries. Patient with SAM mostly hospitalized with comorbidity that reduce the time of recovery and longer the length of stay (LOS). The aim of this study is to determine the association between comorbid with longer LOS among children with SAM. This was a retrospective cohort study from 2017-2018 on children with SAM conducted in the pediatric care ward of Sanglah Denpasar General Hospital. Inclusion criteria was children aged 1 months to 18 years diagnosed with SAM and had complete data at the start of admission. Exclusion criteria was patient discharged against medical advice. 134 children with SAM were included and analyzed with appropriate statistical analysis. The median of LOS was 18 days, comorbid at admission found were infection (31.3%), non-infection (56.0%), both infection and non-infection (12.7%). HIV found as the most comorbid in SAM patient (21.3%) followed by malignancy (17.3%), congenital heart disease (14%), and pneumonia (12.7%). Multivariate analysis found that comorbid was a risk factor for longer LOS in hospitalized SAM patients. Comorbid increases the LOS by 3.23 times (95% CI 1.563-6.709) p value 0.002. Bivariate analysis found that infection as comorbid increase the LOS by 1.72 times (95% CI 1.171-2.524) p value 0.011. Conclusion that comorbid at admission was associated with longer LOS in hospitalized patient with SAM.

Impact of Depression in Sickle Cell Disease Hospitalization-Related Outcomes: An Analysis of the National Inpatient Sample (NIS).

Background and objectives: This study aimed to analyze and discern the differences in demographics and inpatient outcomes (length of stay (LOS), total charges, disease severity, and mortality) between depressed versus non-depressed sickle cell disease (SCD) patients. Materials and Methods: A retrospective analysis was conducted using the Nationwide Inpatient Sample (2010–2014). We identified 73,225 SCD hospitalizations and comorbid depression (6317, 8.6%) as the primary and the other diagnosis, respectively, using International Classification of Diseases (ICD)-9 codes. We used linear and logistic regression model to evaluate the changes in inpatient outcomes. Results: Comorbid depression was more prevalent among middle-aged adults (11.5%), females (10.63%), and whites (12.43%). We did not find any association between income and comorbid depression among SCD patients. After adjusting for the demographic covariates, comorbid depression remained a significant risk factor for longer LOS (mean difference −1.16 days, 95% CI −1.30 to −1.03) and higher total charges (mean difference −USD5058, 95% CI −6261 to −3855) during hospitalization. SCD with comorbid depression was also significantly associated with a higher number of chronic conditions (mean difference −2.08, 95% CI −2.13 to −2.03) and 1.5 times (95% CI 1.39 to 1.63) higher odds of major severity of illness. Conclusion: Comorbid depression was significantly associated with longer LOS, more severity of illness, and higher hospital charges. Healthcare providers caring for adults with SCD should consider screening for and treating comorbid depression to improve the health-related quality of life.

Predicting Post-Fontan Length of Stay: The Limits of Measured Variables

Post-operative length of stay (LOS) is an important metric for both healthcare providers and patients and their families. Predicting LOS is a challenge as it is sensitive to multitudinous patient and system factors. All subjects undergoing a Fontan from 1996-2016 who survived to hospital discharge were included. Details about the pre-operative status, operative conduct, and post-operative course of each patient were obtained. The association between patient characteristics and post-Fontan LOS were determined using stepwise multivariable regression models. Of 320 subjects who underwent a Fontan, 314 (98.1%) survived to hospital discharge. Median age at Fontan was 3.3years (IQR 2.8, 4.0) and the most common underlying diagnosis was hypoplastic left heart syndrome (106, 33.8%). Median post Fontan LOS was 11days (IQR 8, 17). Univariable risk factors for longer LOS included number of previous surgeries, post-Glenn LOS, cardiopulmonary bypass time, post-operative chylothorax, and failure to extubate in the operating room (all p < 0.05). In multivariable models, number of previous operations, extubation in the operating room, and postoperative complications predicted LOS (R2 = 0.5185 for full model). The proportion of patients discharged on week days (14.7-18.8% per day) was significantly higher than the proportion discharged on weekend days (5.1-9.9% per weekend day). Pre-operative variables have limited use in predicting post-Fontan length of stay. The most important predictors of post-operative LOS are extubation in the operating room and the occurrence of post-operative complications. However, a significant proportion of variability in LOS was not explained by available measurable variables.

Factors affecting Fontan length of stay: Results from the Single Ventricle Reconstruction trial

BackgroundIn the Single Ventricle Reconstruction trial, infants with hypoplastic left heart syndrome (HLHS) who received a right-ventricle-to-pulmonary-artery shunt (RVPAS) versus a modified Blalock-Taussig shunt (MBTS) had lower early postoperative mortality, but more complications at 14 months. We explored the effect of shunt type and other patient, medical, and surgical factors on postoperative length of stay (LOS) after the Fontan operation. MethodsFontan postoperative course was ascertained from medical record review. Cox proportional hazards modeling was used to identify factors associated with LOS. ResultsOf 327 subjects who underwent Fontan, 323 were analyzed (1 death, 1 biventricular repair, 2 with missing data). Median age and weight at Fontan were 2.8 years (interquartile range [IQR]: 2.3, 3.4) and 12.7 kg (IQR: 11.4, 14.1), respectively. Fontan type was extracardiac in 55% and lateral tunnel in 45%; 87% were fenestrated. The RVPAS and MBTS subjects had similar LOS (median 11 days [IQR: 9, 18] vs 10 days [IQR: 9, 13]; P = .23). Independent risk factors for longer LOS were treatment center (P < .01), LOS at stage II (hazard ratio [HR] 1.02 for each additional day; P < .01), and pre-Fontan complications (HR 1.03 for each additional complication; P = .04). Use of deep hypothermic circulatory arrest at Fontan (HR 0.64; P = .02) was independently associated with shorter LOS. When center was excluded from the model, pre-Fontan complications and use of circulatory arrest were no longer significant; instead, older age at stage II (HR 1.08 for each additional month; P = .01) predicted longer LOS. In 254 subjects who had a pre-Fontan echocardiogram, at least moderate tricuspid regurgitation was independently associated with longer LOS, both with center (HR 1.72; P < .01) and without center in the model (HR 1.49; P = .02). ConclusionsIn this multicenter prospective cohort of subjects with HLHS, Norwood shunt type was not associated with Fontan LOS. Rather, global measures of earlier medical complexity indicate greater likelihood of longer LOS after the Fontan operation.

Risk factors for prolonged length of stay after the stage 2 procedure in the single-ventricle reconstruction trial

The single-ventricle reconstruction trial randomized patients with single right ventricle lesions to a modified Blalock-Taussig or right ventricle-to-pulmonary artery shunt at the Norwood. This analysis describes outcomes at the stage 2 procedure and factors associated with a longer hospital length of stay (LOS). We examined the association of shunt type with stage 2 hospital outcomes. Cox regression and bootstrapping were used to evaluate risk factors for longer LOS. We also examined characteristics associated with in-hospital death. There were 393 subjects in the analytic cohort. Median stage 2 procedure hospital LOS (8 days; interquartile range [IQR], 6-14 days), hospital mortality (4.3%), transplantation (0.8%), median ventilator time (2 days; IQR, 1-3 days), median intensive care unit LOS (4 days; IQR, 3-7 days), number of additional cardiac procedures or complications, and serious adverse events did not differ by shunt type. Longer LOS was associated (R(2) = 0.26) with center, longer post-Norwood LOS (hazard ratio [HR], 1.93 per log day; P < .001), nonelective timing of the stage 2 procedure (HR, 1.78; P < .001), and pulmonary artery (PA) stenosis (HR, 1.56; P < .001). By univariate analysis, nonelective stage 2 (65% vs 32%; P = .009), moderate or greater atrioventricular valve (AVV) regurgitation (75% vs 24%; P < .001), and AVV repair (53% vs 9%; P < .001) were among the risk factors associated with in-hospital death. Norwood LOS, PA stenoses, and nonelective stage 2 procedure, but not shunt type, are independently associated with longer LOS. Nonelective stage 2 procedure, moderate or greater AVV regurgitation, and need for AVV repair are among the risk factors for death.

Supplemental Tube Feeding Does Not Mitigate Weight Loss in Infants with Shunt-Dependent Single-Ventricle Physiology

Infants with shunt-dependent single-ventricle (SV) physiology are at risk for poor weight gain before superior cavopulmonary connection (SCPC). Lower weight-for-age z-score is a risk factor for prolonged length of stay (LOS) after SCPC. We sought to characterize infant growth and feeding and determine the effect of method of feeding on outcomes. Chart review of infants with shunt-dependent SV physiology born between October 2007 and September 2010 was performed. The cohort was divided into three groups based on feeding method at discharge after initial palliation; 53 in the oral feeding (PO) group, 56 in the nasogastric (NG) tube group, and 26 in the gastrostomy tube (GT) group. Birth weight z-score did not differ among groups (p = 0.39), but infants fed by NG or GT were smaller than PO-fed infants at hospital discharge (p = 0.0001), a difference that persisted through SCPC (p < 0.0001). Predictors of need for GT included Norwood procedure (p = 0.008) and longer LOS after initial palliation (p < 0.001). Interstage mortality and age at SCPC did not differ among groups. Risk factors for longer LOS at SCPC included longer LOS and need for supplemental feeds at discharge from initial palliation as well as lower weight at SCPC. Poor growth is common among infants with shunt-dependent SV physiology. Infants who require GT have lower weight-for-age z-scores at hospital discharge and remain smaller at SCPC than those fed PO. Although GT after initial palliation is associated with longer LOS after SCPC, it is not associated with an increase in interstage morbidity or mortality.

Predictors of Efficacy and Health Resource Utilization in Treatment of Complicated Intra-abdominal Infections: Evidence for Pooled Clinical Studies Comparing Tigecycline with Imipenem–Cilastatin

Duration of intravenous (IV) treatment, surgical/radiologic interventions for infection control, and hospital length of stay (LOS) are important cost considerations in complicated intra-abdominal infections (cIAIs). Data were pooled from two multinational, double-blind studies conducted in hospitalized adults with cIAIs who were randomized (1:1) to receive tigecycline (100 mg IV initial dose then 50 mg IV every 12 h) or imipenem-cilastatin (500 mg IV every 6 h) for 5 to 14 days in order to assess tigecycline safety and efficacy. This report focuses on developing predictors of cure and health care resource utilization, including the need for repeat surgical/radiologic interventions, duration of IV antibiotic therapy, and hospital LOS. Multiple regression models were applied for each of the above outcomes, incorporating both baseline and on-treatment potential covariates. Logistic modeling was used for categorical outcomes (cure; repeat surgical/radiologic interventions) and least squares modeling for continuous outcomes (duration of IV antibiotic therapy; LOS). Stepwise selection was used to retain only those predictors found to be significant (p < 0.05) independent risk factors. The most common causative pathogen was Escherichia coli (63.0%), with 63.3% of the patients exhibiting polymicrobial infections. The most common cIAI diagnosis was complicated appendicitis (51.9%). Lack of clinical cure (+ 6.1 days; p < 0.0001), perforation of the intestine (+3.7 days; p < 0.0001), an Acute Physiology and Chronic Health Evaluation (APACHE) score >15 (+3.1 days; p=0.039), abnormal plasma sodium concentration (+3.7 days; p=0.026), and repeat surgical/radiologic intervention (+2.2 days; p=0.0097) were identified as key risk factors for longer LOS. Inadequate source control was associated with reduced odds of cure, longer IV treatment duration (+1.5 days; p=0.007), and longer LOS. The treatment groups did not differ in terms of LOS, IV treatment duration, or clinical cure. Tigecycline was similar to imipenem-cilastatin in terms of both efficacy and health resource utilization. Risk factors identified in this study for both outcome measures are offered as support for guiding clinical practice.