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Zoham MH, Mohammadpour M, Yaghmaie B, Hadizadeh A, Eskandarizadeh Z, Beigi EH. Validity of Pediatric Early Warning Score in Predicting Unplanned Pediatric Intensive Care Unit Readmission. J Pediatr Intensive Care 2023; 12:312-318. [PMID: 37970145 PMCID: PMC10631837 DOI: 10.1055/s-0041-1735297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2021] [Accepted: 07/15/2021] [Indexed: 10/20/2022] Open
Abstract
Despite the fact that unscheduled readmission to pediatric intensive care units (PICUs) has significant adverse consequences, there is a need for a predictive tool appropriate for use in the clinical setting. The aim of this study was to assess the ability of the modified Brighton pediatric early warning score (PEWS) to identify children at high risk for early unplanned readmission. In this retrospective cohort study, all patients aged 1 month to 18 years of age discharged from PICUs of two tertiary children's hospitals during the study interval were enrolled. Apart from demographic data, the association between PEWS and early readmission, defined as readmission within 48 hours of discharge, was analyzed by multivariable logistic regression. From 416 patients, 27 patients had early PICU readmission. Patients who experienced readmission were significantly younger than the controls. (≤12 months, 70.4 vs. 39.1%, p = 0.001) Patients who were admitted from the emergency room (66.7 and 33.3% for emergency department (ED) and floor, respectively, p = 0.012) had higher risk of early unplanned readmission. PEWS at discharge was significantly higher in patients who experienced readmission (3.07 vs. 0.8, p < 0.001). A cut-off PEWS of 2, with sensitivity 85.2% and specificity 78.1%, determined the risk of unplanned readmission. Each 1-point increase in the PEWS at discharge significantly increases the risk of readmission (odds ratio [OR] = 3.58, 95% confidence interval [CI]: [2.42-5.31], p < 0.001). PEWS can be utilized as a useful predictive tool regarding predicting unscheduled readmission in PICU. Further large-scale studies are needed to determine its benefits in clinical practice.
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Affiliation(s)
- Mojdeh Habibi Zoham
- Division of Pediatric Intensive Care, Bahrami Children Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Masoud Mohammadpour
- Division of Pediatric Intensive Care, Children's Medical Center Hospital (Center of Excellence), Tehran University of Medical Sciences, Tehran, Iran
| | - Bahareh Yaghmaie
- Division of Pediatric Intensive Care, Children's Medical Center Hospital (Center of Excellence), Tehran University of Medical Sciences, Tehran, Iran
| | - Amere Hadizadeh
- Division of Pediatric Intensive Care, Bahrami Children Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Zahra Eskandarizadeh
- Division of Pediatric Intensive Care, Bahrami Children Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Effat H. Beigi
- Division of Pediatric Intensive Care, Bahrami Children Hospital, Tehran University of Medical Sciences, Tehran, Iran
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Armstrong A, Engstrand S, Kunz S, Cole A, Schenkel S, Kucharski K, Toole C, DeGrazia M. Transferring With TACT: A Novel Tool to Standardize Transfer Decisions From a Level IV NICU. Adv Neonatal Care 2022; 22:E217-E228. [PMID: 36170747 DOI: 10.1097/anc.0000000000001030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
BACKGROUND Neonatal patients who no longer require level IV neonatal intensive care unit care are transferred to less acute levels of care. Standardized assessment tools have been shown to be beneficial in the transfer of patient care. However, no standardized tools were available to assist neonatal providers in the assessment and communication of the infants needs at transfer. PURPOSE The purpose was to develop a Transfer Assessment and Communication Tool (TACT) that guides provider decision making in the transfer of infants from a level IV neonatal intensive care unit to a less acute level of care within a regionalized healthcare system. METHODS Phase 1 included developing the first draft of the TACT using retrospective data, known variables from published literature, and study team expertise. In phase 2, the final draft of the TACT was created through feedback from expert neonatal providers in the regionalized care system using e-Delphi methodology. RESULTS The first draft of the TACT, developed in phase 1, included 36 characteristics. In phase 2, nurses, nurse practitioners, and physician experts representing all levels of newborn care participated in 4 e-Delphi surveys to develop the final draft of the TACT, which included 74 weighted characteristics. IMPLICATIONS FOR PRACTICE AND RESEARCH Potential benefits of the TACT include improved communication across healthcare teams, reduced risk for readmission, and increased caregiver visitation. The next steps are to validate the TACT for use either retrospectively or in real time, including characteristic weights, before implementation of this tool in the clinical setting.
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Affiliation(s)
- Alexandra Armstrong
- Neonatal Intensive Care Unit (Mss Armstrong, Kucharski, and Toole and Dr DeGrazia) and Cardiovascular and Critical Care (Mss Armstrong, Engstrand, Cole, Kucharski, and Toole and Dr DeGrazia), Boston Children's Hospital, Boston, Massachusetts; Division of Newborn Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts (Dr Kunz); Department of Pediatrics, Harvard Medical School, Boston, Massachusetts (Drs Kunz and DeGrazia); and Division of Pediatric Global Health, Massachusetts General Hospital, Boston, Massachusetts (Ms Schenkel)
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Abstract
OBJECTIVES To describe the demographic, clinical, outcome, and cost differences between children with high-frequency PICU admission and those without. DESIGN Retrospective, cross-sectional cohort study. SETTING United States. PATIENTS Children less than or equal to 18 years old admitted to PICUs participating in the Pediatric Health Information System database in 2018. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS We assessed survivors of PICU admissions for repeat PICU admissions within a year of their index visit. Children with greater than or equal to 3 PICU admissions within a year were classified as high-frequency PICU utilization (HFPICU). We compared demographic, clinical, outcome, and cost characteristics between children with HFPICU and those with only an index or two admissions per year (nHFPICU). Of 95,465 children who survived an index admission, 5,880 (6.2%) met HFPICU criteria. HFPICU patients were more frequently younger, technology dependent, and publicly insured. HFPICU patients had longer lengths of stay and were more frequently discharged to a rehabilitation facility or with home nursing services. HFPICU patients accounted for 24.8% of annual hospital utilization costs among patients requiring PICU admission. Time to readmission for children with HFPICU was 58% sooner (95% CI, 56-59%) than in those with nHFPICU with two admissions using an accelerated failure time model. Among demographic and clinical factors that were associated with development of HFPICU status calculated from a multivariable analysis, the greatest effect size was for time to first readmission within 82 days. CONCLUSIONS Children identified as having HFPICU account for 6.2% of children surviving an index ICU admission. They are a high-risk patient population with increased medical resource utilization during index and subsequent ICU admissions. Patients readmitted within 82 days of discharge should be considered at higher risk of HFPICU status. Further research, including validation and exploration of interventions that may be of use in this patient population, are necessary.
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Affiliation(s)
- Julia A Heneghan
- Division of Pediatric Critical Care, Department of Pediatrics, University of Minnesota Masonic Children's Hospital, University of Minnesota, Minneapolis, MN
| | - Manzilat Akande
- Division of Pediatric Critical Care, Department of Pediatrics, Oklahoma University Health Sciences Center, Oklahoma City, OK
| | - Denise M Goodman
- Division of Pediatric Critical Care, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Sriram Ramgopal
- Division of Pediatric Emergency Medicine, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL
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Effect of post-ICU follow-up by a rapid response team after congenital heart surgery. Sci Rep 2022; 12:5633. [PMID: 35379889 PMCID: PMC8980095 DOI: 10.1038/s41598-022-09683-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2021] [Accepted: 03/28/2022] [Indexed: 11/29/2022] Open
Abstract
Patients with congenital heart disease who have a variety of cardiac/extracardiac problems are at high risk for deterioration. This study aimed to determine the effectiveness of post-intensive care unit (ICU) follow-up by a rapid response team (RRT) after congenital heart surgery. This before-and-after study was conducted at an urban regional tertiary hospital. We enrolled 572 consecutive patients who underwent congenital heart surgery and were transferred alive from the paediatric ICU (PICU) between April 2015 and March 2020. Post-ICU follow-up for 48 h was started in April 2018. The primary and secondary endpoints were unplanned ICU readmission and clinical outcomes at ICU readmission, respectively. Overall, 346 and 226 patients were analysed pre- and post-intervention, respectively. Patient demographics were similar between groups, but in the post-intervention group, patients tended to have had more complicated surgery. Unplanned ICU readmission rates within 30 days were similar between groups. Regarding the demographics and outcomes at ICU readmission, patients in the post-intervention group had lower predicted mortality rates (1.7% vs 5.3%, P = 0.001), required less ventilator days (median, 0.5 days [interquartile range (IQR) 0–1] vs median, 3 days [IQR 0.5–4], P = 0.02), and had a shorter ICU stay (median, 3 days [IQR 2–4] vs median, 6 days [IQR 3–9], P = 0.03), but there was no significant between-group difference in ICU mortality. Post-ICU follow-up by a RRT after congenital heart surgery did not decrease unplanned ICU readmission but improved several outcomes at ICU readmission.
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Kupeli I, Subasi F. If early warning systems are used, would it be possible to estimate early clinical deterioration risk and prevent readmission to intensive care? Niger J Clin Pract 2021; 24:1773-1778. [PMID: 34889784 DOI: 10.4103/njcp.njcp_682_19] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Background Although the intensive care unit (ICU) admission criteria are specified clearly, it is difficult to make the decision of discharge from ICU. Aims The purpose of this study is to test whether or not early warning scores will allow us to estimate early clinical deterioration within 24 hours and predict readmission to intensive care. A total of 1330 patients were included in the retrospective study. Patients and Methods All the patients' age, gender, ICU hospitalization reasons and Acute Physiological and Chronic Health Evaluation (APACHE II) scores were recorded. National Early Warning Score (NEWS) and VitalpacTM early warning score (VIEWS) scores were calculated using the physiological and neurological examination records. Discharge NEWS and VIEWS values of the patients who were readmitted to intensive care 24 hours after discharge were compared with the patients who were not readmitted to intensive care. The statistical analysis was performed using the IBM SPSS version 21 package software. Results Age average of all the patients was 64.3 ± 20.8 years. The number of the patients who were readmitted to intensive care was 118 (8.87%). When examining the factors that affect early clinical deterioration, it was found that advanced age, high APACHE II scores, higher NEWS and VIEWS scores, lower DAP values and the patient's transfer from the ward were significantly predictive (P < 0.05). Conclusions In this study, high NEWS and VIEWS are strong scoring systems that can be used in estimating early clinical deterioration risk and are easy-to-use and less time consuming.
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Affiliation(s)
- I Kupeli
- Department of Anesthesiology And Reanimation, Biruni University Faculty of Medicine, Istanbul, Turkey
| | - F Subasi
- Department of Anesthesiology And Reanimation, Mengücek Gazi Training And Research Hospital, Erzincan, Turkey
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Discharge and Readmission to the Pediatric Cardiac ICU in Pediatric Patients With Durable Ventricular Assist Devices. Pediatr Crit Care Med 2020; 21:e810-e818. [PMID: 32769703 DOI: 10.1097/pcc.0000000000002456] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVES Pediatric patients implanted with a durable ventricular assist device are initially managed in the pediatric cardiac ICU but are eligible for discharge to the ward. Our objectives were to characterize discharge and readmission of ventricular assist device patients to the pediatric cardiac ICU, identify risk factors for readmission, and determine whether discharge or readmission is associated with mortality. DESIGN Retrospective study. SETTING Stollery Children's Hospital. PATIENTS Patients implanted with a durable ventricular assist device at less than 18 years old between 2005 and 2016. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS There were 44 patients who underwent ventricular assist device implantation at a median age of 3.7 years (interquartile range, 0.6-9.0 yr), with the most common etiology being noncongenital heart disease (76.7%). Median time of total ventricular assist device support was 110.0 days (interquartile range, 42.3-212.3 d) with the median index pediatric cardiac ICU stay being 34.0 days (interquartile range, 19.8-81.0 d). Thirty patients (68.0%) were discharged to the ward with 18 (60.0%) having at least one readmission. The median time to first readmission was 18.0 days (interquartile range, 14.8-109.8 d) with a median of two readmissions per patient (interquartile range, 1.0-3.0). The most common reason for readmission was pump thrombosis (30.4%), followed by neurologic dysfunction (23.9%). There were no statistically significant pre- or post-implant factors associated with readmission, and readmission was not associated with mortality (p = 0.600). Univariate Kaplan-Meier survival analysis indicated that use of pre-implant extracorporeal membrane oxygenation, post-implant continuous renal replacement therapy, as well as failure to be discharged from the index pediatric cardiac ICU stay were associated with mortality. CONCLUSIONS Readmissions to the pediatric cardiac ICU occurred in 60.0% of pediatric patients on durable ventricular assist devices with the first readmission occurring within a month of discharge from the index pediatric cardiac ICU stay. While readmission was not associated with mortality, lack of discharge from index pediatric cardiac ICU stay was likely due to a worse pre-implant clinical status.
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Abstract
OBJECTIVES To identify modifiable factors leading to unplanned readmission and characterize differences in adjusted unplanned readmission rates across hospitals. DESIGN Retrospective cohort study using prospectively collected clinical registry data SETTING:: Pediatric Cardiac Critical Care Consortium clinical registry. PATIENTS Patients admitted to a pediatric cardiac ICU at Pediatric Cardiac Critical Care Consortium hospitals. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS We examined pediatric cardiac ICU encounters in the Pediatric Cardiac Critical Care Consortium registry from October 2013 to March 2016. The primary outcomes were early (< 48 hr from pediatric cardiac ICU transfer) and late (2-7 d) unplanned readmission. Generalized logit models identified independent predictors of unplanned readmission. We then calculated observed-to-expected ratios of unplanned readmission and identified higher-than or lower-than-expected unplanned readmission rates for those with an observed-to-expected ratios greater than or less than 1, respectively, and a 95% CI that did not cross 1. Of 11,301 pediatric cardiac ICU encounters (16 hospitals), 62% were surgical, and 18% were neonates. There were 175 (1.6%) early unplanned readmission, and 300 (2.7%) late unplanned readmission, most commonly for respiratory (31%), or cardiac (28%) indications. In multivariable analysis, unique modifiable factors were associated with unplanned readmission. Although shorter time between discontinuation of vasoactive infusions and pediatric cardiac ICU transfer was associated with early unplanned readmission, nighttime discharge was independently associated with a greater likelihood of late unplanned readmission. Two hospitals had lower-than-expected unplanned readmission in both the early and late categories, whereas two other hospitals were higher-than-expected in both. CONCLUSIONS This analysis demonstrated time from discontinuation of critical care therapies to pediatric cardiac ICU transfer as a significant, modifiable predictor of unplanned readmission. We identified two hospitals with lower-than-expected adjusted rates of both early and late unplanned readmission, suggesting that their systems are well designed to prevent unplanned readmission. This offers the possibility of disseminating best practices to other hospitals through collaborative learning.
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da Silva PSL, Fonseca MCM. Which children account for repeated admissions within 1 year in a Brazilian pediatric intensive care unit? JORNAL DE PEDIATRIA (VERSÃO EM PORTUGUÊS) 2019. [DOI: 10.1016/j.jpedp.2018.06.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022] Open
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da Silva PSL, Fonseca MCM. Which children account for repeated admissions within 1 year in a Brazilian pediatric intensive care unit? J Pediatr (Rio J) 2019; 95:559-566. [PMID: 29856945 DOI: 10.1016/j.jped.2018.04.009] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2018] [Revised: 04/27/2018] [Accepted: 04/27/2018] [Indexed: 11/30/2022] Open
Abstract
OBJECTIVE While studies have focused on early readmissions or readmissions during the same hospitalization in a pediatric intensive care unit, little is known about the children with recurrent admissions. We sought to assess the characteristics of patients readmitted within 1 year in a Brazilian pediatric intensive care unit. METHODS This was a retrospective study carried out in a tertiary pediatric intensive care unit. The outcome was the maximum number of readmissions experienced by each child within any 365-day interval during a 5-year follow-up period. RESULTS Of the 758 total eligible admissions, 75 patients (9.8%) were readmissions. Those patients accounted for 33% of all pediatric intensive care unit bed care days. Median time to readmission was 73 days for all readmissions. Logistic regression showed that complex chronic conditions (odds ratio 1.07), severe to moderate cognitive disability (odds ratio 1.08), and use of technology assistance (odds ratio 1.17) were associated with readmissions. Multiple admissions had a significantly prolonged duration of mechanical ventilation (8 vs. 6 days), longer length of pediatric intensive care unit (7 vs 4 days) and hospital stays (20 vs 9 days), and higher mortality rate (21.3% vs 5.1%) compared with index admissions. CONCLUSION The rate of pediatric intensive care unit readmissions within 1 year was low; however, it was associated with a relevant number of bed care days and worse outcomes. A 30-day index of readmission may be inadequate to mirror the burden of pediatric intensive care unit readmissions. Patients with complex chronic conditions, poor functional status or technology assistance are at higher risk for readmissions. Future studies should address the impact of qualitative interventions on healthcare and recurrent admissions.
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Affiliation(s)
- Paulo Sérgio Lucas da Silva
- Hospital do Servidor Público Municipal, Departamento de Pediatria, Unidade de Terapia Intensiva Pediátrica, São Paulo, SP, Brazil.
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Criteria for Critical Care Infants and Children: PICU Admission, Discharge, and Triage Practice Statement and Levels of Care Guidance. Pediatr Crit Care Med 2019; 20:847-887. [PMID: 31483379 DOI: 10.1097/pcc.0000000000001963] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
OBJECTIVES To update the American Academy of Pediatrics and Society of Critical Care Medicine's 2004 Guidelines and levels of care for PICU. DESIGN A task force was appointed by the American College of Critical Care Medicine to follow a standardized and systematic review of the literature using an evidence-based approach. The 2004 Admission, Discharge and Triage Guidelines served as the starting point, and searches in Medline (Ovid), Embase (Ovid), and PubMed resulted in 329 articles published from 2004 to 2016. Only 21 pediatric studies evaluating outcomes related to pediatric level of care, specialized PICU, patient volume, or personnel. Of these, 13 studies were large retrospective registry data analyses, six small single-center studies, and two multicenter survey analyses. Limited high-quality evidence was found, and therefore, a modified Delphi process was used. Liaisons from the American Academy of Pediatrics were included in the panel representing critical care, surgical, and hospital medicine expertise for the development of this practice guidance. The title was amended to "practice statement" and "guidance" because Grading of Recommendations, Assessment, Development, and Evaluation methodology was not possible in this administrative work and to align with requirements put forth by the American Academy of Pediatrics. METHODS The panel consisted of two groups: a voting group and a writing group. The panel used an iterative collaborative approach to formulate statements on the basis of the literature review and common practice of the pediatric critical care bedside experts and administrators on the task force. Statements were then formulated and presented via an online anonymous voting tool to a voting group using a three-cycle interactive forecasting Delphi method. With each cycle of voting, statements were refined on the basis of votes received and on comments. Voting was conducted between the months of January 2017 and March 2017. The consensus was deemed achieved once 80% or higher scores from the voting group were recorded on any given statement or where there was consensus upon review of comments provided by voters. The Voting Panel was required to vote in all three forecasting events for the final evaluation of the data and inclusion in this work. The writing panel developed admission recommendations by level of care on the basis of voting results. RESULTS The panel voted on 30 statements, five of which were multicomponent statements addressing characteristics specific to PICU level of care including team structure, technology, education and training, academic pursuits, and indications for transfer to tertiary or quaternary PICU. Of the remaining 25 statements, 17 reached consensus cutoff score. Following a review of the Delphi results and consensus, the recommendations were written. CONCLUSIONS This practice statement and level of care guidance manuscript addresses important specifications for each PICU level of care, including the team structure and resources, technology and equipment, education and training, quality metrics, admission and discharge criteria, and indications for transfer to a higher level of care. The sparse high-quality evidence led the panel to use a modified Delphi process to seek expert opinion to develop consensus-based recommendations where gaps in the evidence exist. Despite this limitation, the members of the Task Force believe that these recommendations will provide guidance to practitioners in making informed decisions regarding pediatric admission or transfer to the appropriate level of care to achieve best outcomes.
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Kogon BE, Oster ME, Wallace A, Chiswell K, Hill KD, Cox ML, Jacobs JP, Pasquali S, Karamlou T, Jacobs ML. Readmission After Pediatric Cardiothoracic Surgery: An Analysis of The Society of Thoracic Surgeons Database. Ann Thorac Surg 2019; 107:1816-1823. [DOI: 10.1016/j.athoracsur.2019.01.009] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/22/2018] [Revised: 12/31/2018] [Accepted: 01/04/2019] [Indexed: 10/27/2022]
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National Early Warning Score (NEWS) at ICU discharge can predict early clinical deterioration after ICU transfer. J Crit Care 2017; 43:225-229. [PMID: 28926736 DOI: 10.1016/j.jcrc.2017.09.008] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2017] [Revised: 08/09/2017] [Accepted: 09/06/2017] [Indexed: 01/02/2023]
Abstract
OBJECTIVE This study aims to determine the ability of the National Early Warning Score at ICU discharge (NEWSdc) to predict the development of clinical deterioration within 24h. METHODS A prospective observational study was conducted. The NEWS was immediately recorded before discharge (NEWSdc). The development of early clinical deterioration was defined as acute respiratory failure or circulatory shock within 24h of ICU discharge. The discrimination of NEWSdc and the best cut off value of NEWSdc to predict the early clinical deterioration was determined. RESULTS Data were collected from 440 patients. The incidence of early clinical deterioration after ICU discharge was 14.8%. NEWSdc was an independent predictor for early clinical deterioration after ICU discharge (OR 2.54; 95% CI 1.98-3.26; P<0.001). The AUROC of NEWSdc was 0.92±0.01 (95% CI 0.89-0.94, P<0.001). A NEWSdc>7 showed a sensitivity of 93.6% and a specificity of 82.2% to detect an early clinical deterioration after ICU discharge. CONCLUSION Among critically ill patients who were discharged from ICU, a NEWSdc>7 showed the best sensitivity and specificity to detect early clinical deterioration 24h after ICU discharge.
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Kroeger AR, Morrison J, Smith AH. Predicting unplanned readmissions to a pediatric cardiac intensive care unit using predischarge Pediatric Early Warning Scores. CONGENIT HEART DIS 2017; 13:98-104. [PMID: 28762646 DOI: 10.1111/chd.12525] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2017] [Revised: 07/10/2017] [Accepted: 07/17/2017] [Indexed: 11/30/2022]
Abstract
OBJECTIVE Unplanned readmission to the pediatric cardiac intensive care unit (CICU) is associated with significant morbidity and mortality. The Pediatric Early Warning Score (PEWS) predicts ward patients at risk for decompensation but has not been previously reported to identify at-risk patients with cardiac disease prior to ward transfer. This study aimed to determine whether PEWS prior to transfer may serve as a predictor of unplanned readmission to the CICU. DESIGN All patients discharged from a tertiary children's hospital CICU from September 2012 through August 2015 were included for analysis. PEWS assessment was performed following transfer to the cardiac ward, and starting in January 2014, PEWS scores were also assigned by bedside CICU nurse prior to transfer from the CICU. Scores exceeding a predetermined threshold prompted further stability assessment by provider team prior to transfer. RESULTS Among 1320 discharges of 1082 patients during the study period, there were 130 unplanned readmissions during their hospitalization. Following implementation of pretransfer PEWS scoring, there was no significant reduction in unplanned readmission frequency (10.2% vs 9.2%, P = .39). A secondary analysis of PEWS scores revealed cardiac scoring as a strong discriminator of those likely to experience an unplanned readmission, independent of other significant clinical predictors of readmission (OR 1.78, 95% CI 1.17-2.71, P = .007). The resultant multivariate model was a good predictor of unplanned readmission (AUC 0.77, 95% CI 0.71-0.83, P < .001). CONCLUSION While implementation of a pretransfer PEWS assessment did not reduce the frequency of unplanned readmissions in this small single-center cohort, a multivariate model including pretransfer elements of an early warning scoring system, along with other patient characteristics serves as a good discriminator of patients likely to experience an unplanned readmission following CICU discharge. Further prospective investigation is needed to define objective measures of pretransfer discharge readiness to potentially reduce the likelihood of unplanned readmissions.
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Affiliation(s)
- Ashley R Kroeger
- Department of Pediatrics, Section of Critical Care Medicine, Monroe Carell Jr Children's Hospital at Vanderbilt, School of Medicine, Vanderbilt University, Nashville, Tennessee, USA
| | | | - Andrew H Smith
- Department of Pediatrics, Section of Critical Care Medicine, Monroe Carell Jr Children's Hospital at Vanderbilt, School of Medicine, Vanderbilt University, Nashville, Tennessee, USA
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Storey J, Byrnes JW, Anderson J, Brown J, Clarke-Myers K, Kimball M, Meyer C, Mustin L, Schoenling G, Madsen N. Utilizing a transfer of care bundle to reduce unplanned readmissions to the cardiac intensive care unit. BMJ Qual Saf 2017; 27:66-72. [PMID: 28689192 PMCID: PMC5750428 DOI: 10.1136/bmjqs-2016-006366] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2016] [Revised: 03/31/2017] [Accepted: 06/08/2017] [Indexed: 11/04/2022]
Affiliation(s)
- Jean Storey
- The Heart Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
| | - Jonathan W Byrnes
- The Heart Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
| | - Jeffrey Anderson
- The Heart Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
| | - James Brown
- The Heart Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
| | - Katherine Clarke-Myers
- The Heart Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
| | - Melissa Kimball
- The Heart Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
| | - Candice Meyer
- The Heart Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
| | - Laurie Mustin
- The Heart Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
| | - Gina Schoenling
- The Heart Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
| | - Nicolas Madsen
- The Heart Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
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Coro MD, Spaeder MC, Penk JS, Levin AB, Futterman C. Unscheduled Pediatric Intensive Care Unit Admissions in Patients With Cardiovascular Disease: Clinical Features and Outcomes. World J Pediatr Congenit Heart Surg 2017; 7:454-9. [PMID: 27358300 DOI: 10.1177/2150135116648308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2015] [Accepted: 04/06/2016] [Indexed: 11/15/2022]
Abstract
BACKGROUND An unscheduled readmission to the intensive care unit (ICU) is associated with increased morbidity and mortality in children. There is a paucity of data examining the impact of unscheduled admissions on outcomes in children with specific disease processes such as cardiovascular disease. We investigated the impact of scheduled versus unscheduled ICU admission on clinical outcomes and differences in patient characteristics in children with cardiovascular disease. METHODS This was a retrospective analysis of contemporaneously collected clinical data using the Virtual PICU Systems database. All consecutive admissions at 102 participating pediatric ICUs in patients with cardiovascular disease were collected from October 2010 to September 2012. RESULTS There were 48,653 admissions included in the analysis (44% scheduled and 56% unscheduled). The median patient age was 31 months. Unscheduled admissions were associated with longer ICU length of stay and increased mortality (both P < .001). Adjusting for age, weight, and primary ICU admission diagnosis (cardiovascular vs noncardiovascular), patients with unscheduled admissions had an increased odds of mortality (odds ratio = 4.8, P < .001). CONCLUSIONS Unscheduled ICU admissions were associated with worse clinical outcomes including increased mortality. Efforts targeted at reducing unscheduled admissions in at-risk patients are warranted.
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Affiliation(s)
- Melinda D Coro
- Division of Critical Care Medicine, University of Iowa Hospital and Clinics, Iowa City, IA, USA
| | - Michael C Spaeder
- Division of Pediatric Critical Care, University of Virginia School of Medicine, Charlottesville, VA, USA
| | - Jamie S Penk
- Division of Pediatric Cardiology, Advocate Children's Hospital, Oak Lawn, IL, USA
| | - Amanda B Levin
- Division of Critical Care Medicine, Children's National Health System, Washington, DC, USA
| | - Craig Futterman
- Division of Critical Care Medicine, Children's National Health System, Washington, DC, USA
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