1
|
Lauridsen KG, Riis DN, Yeung J. Rapid response teams: Looking at the elephant through a different key hole. Resuscitation 2023; 193:110011. [PMID: 37884219 DOI: 10.1016/j.resuscitation.2023.110011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Accepted: 10/17/2023] [Indexed: 10/28/2023]
Affiliation(s)
- Kasper G Lauridsen
- Research Center for Emergency Medicine, Aarhus University, Denmark; Department of Medicine, Randers Regional Hospital, Denmark; Department of Anesthesiology and Critical Care Medicine, Children's Hospital of Philadelphia, United States.
| | - Dung N Riis
- Research Center for Emergency Medicine, Aarhus University, Denmark; Department of Medicine, Randers Regional Hospital, Denmark
| | - Joyce Yeung
- University of Warwick, Warwick Medical School, United Kingdom; Department of Critical Care, University Hospitals Birmingham NHS Foundation Trust, United Kingdom
| |
Collapse
|
2
|
Thorén A, Jonsson M, Spångfors M, Joelsson-Alm E, Jakobsson J, Rawshani A, Kahan T, Engdahl J, Jadenius A, Boberg von Platen E, Herlitz J, Djärv T. Rapid response team activation prior to in-hospital cardiac arrest: Areas for improvements based on a national cohort study. Resuscitation 2023; 193:109978. [PMID: 37742939 DOI: 10.1016/j.resuscitation.2023.109978] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Revised: 09/08/2023] [Accepted: 09/15/2023] [Indexed: 09/26/2023]
Abstract
INTRODUCTION Rapid response teams (RRTs) are designed to improve the "chain of prevention" of in-hospital cardiac arrest (IHCA). We studied the 30-day survival of patients reviewed by RRTs within 24 hours prior to IHCA, as compared to patients not reviewed by RRTs. METHODS A nationwide cohort study based on the Swedish Registry of Cardiopulmonary Resuscitation, between January 1st, 2014, and December 31st, 2021. An explorative, hypothesis-generating additional in-depth data collection from medical records was performed in a small subgroup of general ward patients reviewed by RRTs. RESULTS In all, 12,915 IHCA patients were included. RRT-reviewed patients (n = 2,058) had a lower unadjusted 30-day survival (25% vs 33%, p < 0.001), a propensity score based Odds ratio for 30-day survival of 0.92 (95% Confidence interval 0.90-0.94, p < 0.001) and were more likely to have a respiratory cause of IHCA (22% vs 15%, p < 0.001). In the subgroup (n = 82), respiratory distress was the most common RRT trigger, and 24% of the RRT reviews were delayed. Patient transfer to a higher level of care was associated with a higher 30-day survival rate (20% vs 2%, p < 0.001). CONCLUSION IHCA preceded by RRT review is associated with a lower 30-day survival rate and a greater likelihood of a respiratory cause of cardiac arrest. In the small explorative subgroup, respiratory distress was the most common RRT trigger and delayed RRT activation was frequent. Early detection of respiratory abnormalities and timely interventions may have a potential to improve outcomes in RRT-reviewed patients and prevent further progress into IHCA.
Collapse
Affiliation(s)
- Anna Thorén
- Department of Medicine Solna, Center for Resuscitation Science, Karolinska Institutet, SE-171 77 Stockholm, Sweden; Department of Clinical Physiology, Danderyd University Hospital, SE-182 88 Stockholm, Sweden.
| | - Martin Jonsson
- Department of Clinical Science and Education, Södersjukhuset, Center for Resuscitation Science, Karolinska Institutet, SE-118 83 Stockholm, Sweden
| | - Martin Spångfors
- Department of Clinical Sciences, Anaesthesiology and Intensive Care, Lund University, SE-221 84 Lund, Sweden; Department of Anaesthesia and Intensive Care, Kristianstad Hospital, SE-291 89 Kristianstad, Sweden
| | - Eva Joelsson-Alm
- Department of Clinical Science and Education, Södersjukhuset, Center for Resuscitation Science, Karolinska Institutet, SE-118 83 Stockholm, Sweden; Department of Anaesthesia and Intensive Care, Södersjukhuset, SE-118 83 Stockholm, Sweden
| | - Jan Jakobsson
- Department of Clinical Sciences, Danderyd Hospital, Karolinska Institutet, SE-182 88 Stockholm, Sweden; Department of Anaesthesia and Intensive Care, Danderyd University Hospital, SE-182 88 Stockholm, Sweden
| | - Araz Rawshani
- Department of Molecular and Clinical Medicine, Institute of Medicine, Wallenberg Laboratory, University of Gothenburg, SE-413 45 Gothenburg, Sweden; Department of Cardiology, Sahlgrenska University Hospital/Mölndal, SE-413 45 Gothenburg, Sweden
| | - Thomas Kahan
- Division of Cardiovascular Medicine, Department of Clinical Sciences, Danderyd Hospital, Karolinska Institutet, SE-182 88 Stockholm, Sweden; Department of Cardiology, Danderyd University Hospital, SE-182 88 Stockholm, Sweden
| | - Johan Engdahl
- Division of Cardiovascular Medicine, Department of Clinical Sciences, Danderyd Hospital, Karolinska Institutet, SE-182 88 Stockholm, Sweden; Department of Cardiology, Danderyd University Hospital, SE-182 88 Stockholm, Sweden
| | - Arvid Jadenius
- Department of Molecular and Clinical Medicine, Institute of Medicine, Wallenberg Laboratory, University of Gothenburg, SE-413 45 Gothenburg, Sweden
| | - Erik Boberg von Platen
- Department of Clinical Science and Education, Södersjukhuset, Center for Resuscitation Science, Karolinska Institutet, SE-118 83 Stockholm, Sweden; Department of Anaesthesia and Intensive Care, Danderyd University Hospital, SE-182 88 Stockholm, Sweden
| | - Johan Herlitz
- The Center for Pre-Hospital Research in Western Sweden, University of Borås, SE-501 90 Borås, Sweden
| | - Therese Djärv
- Department of Medicine Solna, Center for Resuscitation Science, Karolinska Institutet, SE-171 77 Stockholm, Sweden; Department of Acute and Reparative Medicine, Karolinska University Hospital, SE-171 64, Stockholm, Sweden
| |
Collapse
|
3
|
|
4
|
Spångfors M, Molt M, Samuelson K. In-hospital cardiac arrest and preceding National Early Warning Score (NEWS): A retrospective case-control study. Clin Med (Lond) 2021; 20:55-60. [PMID: 31941734 DOI: 10.7861/clinmed.2019-0137] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
We aimed to describe and evaluate the National Early Warning Score (NEWS) in the 24 hours preceding an in-hospital cardiac arrest among general somatic ward patients.The 24 hours preceding the in-hospital cardiac arrest were divided into four timespans and analysed by a medical record review of 127:254 matched case-control patients. The median NEWS ranged from 3 (2-6) to 6 (3-9) points for cases vs 1 (0-3) to 1 (0-3) point for controls. The proportion of cases ranged from 23-45% at high risk vs 3-6% for controls. The NEWS high-risk category was associated with an increase of 3.17 (95% confidence interval (CI) 1.66-6.04) to 4.43 (95% CI 2.56-7.67) in odds of in-hospital cardiac arrest compared to the low-risk category.NEWS, with its intuitive and for healthcare staff easy to interpret risk classification, is suitable for discriminating deteriorating patients with major deviating vital signs scoring high risk on NEWS.
Collapse
Affiliation(s)
- Martin Spångfors
- Lund University, Lund, Sweden and Hospital of Kristianstad, Kristianstad, Sweden
| | | | | |
Collapse
|
5
|
Menezes Fernandes R, Nuñez D, Marques N, Dias CC, Granja C. Surviving cardiac arrest: What happens after admission to the intensive care unit? Rev Port Cardiol 2021; 40:317-325. [PMID: 34187632 DOI: 10.1016/j.repce.2020.07.017] [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: 01/18/2020] [Accepted: 07/14/2020] [Indexed: 11/28/2022] Open
Abstract
INTRODUCTION Patients successfully resuscitated from cardiac arrest (CA) are admitted to the intensive care unit (ICU) for post-resuscitation care. These patients' prognosis remains dismal, with only a minority surviving to hospital discharge. Understanding the clinical factors involved in the management of these patients is essential to improve their prognosis. OBJECTIVES To characterize the population admitted after successful reanimation from CA, and to analyze the factors associated with their outcomes. METHODS We performed a retrospective descriptive study of patients admitted to an ICU after CA over a five-year period from January 2014 to December 2018. Demographic factors, CA characteristics, early management, mortality and neurologic outcomes were analyzed. RESULTS A total of 187 patients, median age 67 years, were admitted after CA, of whom 39% suffered out-of-hospital CA; 87% had an initial non-shockable rhythm and the most frequent presumed cause was cardiac (31%). In-hospital mortality was 63%. Significant neurologic dysfunction (cerebral performance category 3 or 4) was seen in 31% of survivors at hospital discharge. Non-immediate initiation of basic life support (BLS), higher Simplified Acute Physiology Score II score and longer relative duration of vasopressor support were independent predictors of in-hospital mortality, while shockable rhythms were associated with improved survival. Higher Glasgow coma scale at ICU discharge and shorter length of ICU stay were predictors of better neurologic outcome. CONCLUSION This study highlights the positive prognostic impact of shockable rhythms, and confirms the importance of immediate initiation of BLS and prompt defibrillation, supporting the need for better training both outside and inside hospitals.
Collapse
Affiliation(s)
- Raquel Menezes Fernandes
- Cardiology Department, Centro Hospitalar Universitário do Algarve, Faro, Portugal; Algarve Biomedical Center, Faro, Portugal.
| | - Daniel Nuñez
- Intensive Care Department, Centro Hospitalar Universitário do Algarve, Portugal; Medical and Biomedical Department, University of Algarve, Portugal; Algarve Biomedical Center, Faro, Portugal
| | - Nuno Marques
- Cardiology Department, Centro Hospitalar Universitário do Algarve, Faro, Portugal; Medical and Biomedical Department, University of Algarve, Portugal; Algarve Biomedical Center, Faro, Portugal
| | - Cláudia Camila Dias
- CINTESIS - Center for Health Technology and Services Research, Portugal; MEDCIDS - Department of Community Medicine, Information and Health Decision, Faculty of Medicine of Porto, Portugal
| | - Cristina Granja
- CINTESIS - Center for Health Technology and Services Research, Portugal; Anesthesiology Department, Centro Hospitalar Universitário São João, Porto, Portugal; Surgery and Physiology Department, Faculty of Medicine of Porto, Porto, Portugal
| |
Collapse
|
6
|
Menezes Fernandes R, Nuñez D, Marques N, Dias CC, Granja C. Surviving cardiac arrest: What happens after admission to the intensive care unit? Rev Port Cardiol 2021; 40:317-325. [PMID: 33812706 DOI: 10.1016/j.repc.2020.07.020] [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] [Received: 01/18/2020] [Revised: 06/02/2020] [Accepted: 07/14/2020] [Indexed: 10/21/2022] Open
Abstract
INTRODUCTION Patients successfully resuscitated from cardiac arrest (CA) are admitted to the intensive care unit (ICU) for post-resuscitation care. These patients' prognosis remains dismal, with only a minority surviving to hospital discharge. Understanding the clinical factors involved in the management of these patients is essential to improve their prognosis. OBJECTIVES To characterize the population admitted after successful reanimation from CA, and to analyze the factors associated with their outcomes. METHODS We performed a retrospective descriptive study of patients admitted to an ICU after CA over a five-year period from January 2014 to December 2018. Demographic factors, CA characteristics, early management, mortality and neurologic outcomes were analyzed. RESULTS A total of 187 patients, median age 67 years, were admitted after CA, of whom 39% suffered out-of-hospital CA; 87% had an initial non-shockable rhythm and the most frequent presumed cause was cardiac (31%). In-hospital mortality was 63%. Significant neurologic dysfunction (cerebral performance category 3 or 4) was seen in 31% of survivors at hospital discharge. Non-immediate initiation of basic life support (BLS), higher Simplified Acute Physiology Score II score and longer relative duration of vasopressor support were independent predictors of in-hospital mortality, while shockable rhythms were associated with improved survival. Higher Glasgow coma scale at ICU discharge and shorter length of ICU stay were predictors of better neurologic outcome. CONCLUSION This study highlights the positive prognostic impact of shockable rhythms, and confirms the importance of immediate initiation of BLS and prompt defibrillation, supporting the need for better training both outside and inside hospitals.
Collapse
Affiliation(s)
- Raquel Menezes Fernandes
- Cardiology Department, Centro Hospitalar Universitário do Algarve, Faro, Portugal; Algarve Biomedical Center, Faro, Portugal.
| | - Daniel Nuñez
- Intensive Care Department, Centro Hospitalar Universitário do Algarve, Portugal; Medical and Biomedical Department, University of Algarve, Portugal; Algarve Biomedical Center, Faro, Portugal
| | - Nuno Marques
- Cardiology Department, Centro Hospitalar Universitário do Algarve, Faro, Portugal; Medical and Biomedical Department, University of Algarve, Portugal; Algarve Biomedical Center, Faro, Portugal
| | - Cláudia Camila Dias
- CINTESIS - Center for Health Technology and Services Research, Portugal; MEDCIDS - Department of Community Medicine, Information and Health Decision, Faculty of Medicine of Porto, Portugal
| | - Cristina Granja
- CINTESIS - Center for Health Technology and Services Research, Portugal; Anesthesiology Department, Centro Hospitalar Universitário São João, Porto, Portugal; Surgery and Physiology Department, Faculty of Medicine of Porto, Porto, Portugal
| |
Collapse
|
7
|
Abstract
The European Resuscitation Council (ERC) has produced these Systems Saving Lives guidelines, which are based on the 2020 International Consensus on Cardiopulmonary Resuscitation Science with Treatment Recommendations. The topics covered include chain of survival, measuring performance of resuscitation, social media and smartphones apps for engaging community, European Restart a Heart Day, World Restart a Heart, KIDS SAVE LIVES campaign, lower-resource setting, European Resuscitation Academy and Global Resuscitation Alliance, early warning scores, rapid response systems, and medical emergency team, cardiac arrest centres and role of dispatcher.
Collapse
|
8
|
Batterbury A, Douglas C, Coyer F. The illness severity of patients reviewed by the medical emergency team: A scoping review. Aust Crit Care 2021; 34:496-509. [PMID: 33509705 DOI: 10.1016/j.aucc.2020.11.006] [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: 07/10/2020] [Revised: 11/16/2020] [Accepted: 11/22/2020] [Indexed: 12/01/2022] Open
Abstract
BACKGROUND Medical emergency teams (METs) are internationally used to manage hospitalised deteriorating patients. Although triggers for MET review and hospital outcomes have previously been widely reported, the illness severity at the point of MET review has not been reported. As such, levels of clinical acuity and patient dependency representing the risk of exposure to short-term adverse clinical outcomes remain largely unknown. OBJECTIVE This scoping review sought to understand the illness severity of MET review recipients in terms of acuity and dependency. METHODS This review followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews. The published and grey literature since 2009 was searched to identify relevant articles reporting illness severity scores associated with hospitalised adult inpatients reviewed by a MET. After applying the inclusion and exclusion criteria, 17 articles (16 quantitative studies, one mixed-methods study) were reviewed, summarised, collated, and reported. RESULTS A total of 17 studies reported clinical acuity metrics for patients reviewed by a MET. No studies described an integrated risk score encompassing acuity, patient dependency, or wider parameters that might be associated with increased patient risk or the need for intervention. Multi-MET review, the use of specialist interventions, and delayed/transfer to the intensive care unit were associated with a greater risk of clinical deterioration, higher clinical acuity score, and predicted mortality risk. A single dependency metric was not reported although organisational levels of care, the duration of MET review, MET interventions, chronic illness, and frailty were inferred proxy measures. CONCLUSION Of the 17 studies reviewed, no single study provided an integrated assessment of illness severity from which to stratify risk or support patient management processes. Patients reviewed by a MET have variable and rapidly changing health needs that make them particularly vulnerable. The lack of high-quality data reporting acuity and dependency limits our understanding of true clinical risk and subsequent opportunities for pathway development.
Collapse
Affiliation(s)
- Anthony Batterbury
- Royal Brisbane and Women's Hospital, Herston, QLD, 4029, Australia; School of Nursing/Centre for Healthcare Transformation, Queensland University of Technology, Victoria Park Rd, Kelvin Grove, QLD, 4059, Australia.
| | - Clint Douglas
- School of Nursing/Centre for Healthcare Transformation, Queensland University of Technology, Victoria Park Rd, Kelvin Grove, QLD, 4059, Australia; Metro North Hospital and Health Service, Herston, QLD, 4029, Australia.
| | - Fiona Coyer
- Royal Brisbane and Women's Hospital, Herston, QLD, 4029, Australia; School of Nursing/Centre for Healthcare Transformation, Queensland University of Technology, Victoria Park Rd, Kelvin Grove, QLD, 4059, Australia.
| |
Collapse
|
9
|
Bingham G, Fossum M, Hughes L, Digby R, Bucknall T. The pre-Medical Emergency Team response: Nurses' decision-making escalating deterioration to treating teams using urgent review criteria. J Adv Nurs 2020. [PMID: 32432363 DOI: 10.1111/jan.14433] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2019] [Revised: 03/24/2020] [Accepted: 05/04/2020] [Indexed: 11/29/2022]
Abstract
AIM To describe nurses' decision-making, experiences and perceptions of escalating deteriorating patients to the treating medical team using urgent clinical review criteria. DESIGN A qualitative design comprising individual in-depth interviews with nurses from a major Australian metropolitan tertiary teaching hospital. METHOD A purposive sample of 30 Registered Nurses from nine surgical and medical wards were interviewed in April 2018 using semi-structured interviews. An inductive thematic analysis was conducted. RESULTS Identified themes included: detecting the deterioration; countering the problem; getting a response; and challenges faced in the process of escalation. Nurses reported an important awareness, sense of responsibility, and critical thinking to ensure the safe management and escalation of deteriorating patients. However, barriers to escalation necessitated individual workarounds and organizational structures to mitigate patient risk. CONCLUSION This study supports the importance of communication between clinical teams and recognizes that it is crucial to enable a fail-safe experience for patients and families. Recognition of disciplinary contributions to patients' goals of care is required to better understand and address the prevalence of deteriorating patients. Our study is among the first to explore the actual experience of nurses who articulate balancing uncertainty and managing complex team dynamics on wards for patients experiencing deteriorating health status. The information may assist in determining team training strategies and structures to facilitate patient management during deterioration. IMPACT This is among the first study to investigate barriers influencing decision-making of RNs prior to escalation using qualitative methods. This study provides a foundation to inform and develop policies and strategies aimed at ensuring escalation occurs for deteriorating patients.
Collapse
Affiliation(s)
| | - Mariann Fossum
- Alfred Health, Melbourne, Vic., Australia.,Centre for Caring Research - Southern Norway, Faculty of Health and Sport Sciences, University of Agder, Grimstad, Norway
| | | | - Robin Digby
- Centre for Quality and Patient Safety Research, School of Nursing and Midwifery, Faculty of Health, Deakin University, Geelong, Vic., Australia
| | - Tracey Bucknall
- Alfred Health, Melbourne, Vic., Australia.,Centre for Quality and Patient Safety Research, School of Nursing and Midwifery, Faculty of Health, Deakin University, Geelong, Vic., Australia
| |
Collapse
|
10
|
Srivilaithon W, Amnuaypattanapon K, Limjindaporn C, Imsuwan I, Daorattanachai K, Dasanadeba I, Siripakarn Y. Predictors of in-hospital cardiac arrest within 24 h after emergency department triage: A case-control study in urban Thailand. Emerg Med Australas 2019; 31:843-850. [PMID: 30887710 DOI: 10.1111/1742-6723.13267] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2018] [Revised: 01/31/2019] [Accepted: 02/05/2019] [Indexed: 01/09/2023]
Abstract
OBJECTIVE This study describes the predictors of in-hospital cardiac arrest (IHCA) within 24 h of ED triage and evaluates their ability to predict patients at risk of IHCA. METHODS A case-control study was conducted in the ED. 'Cases' are herein defined as hospitalised patients who experienced IHCA within 24 h after ED triage. The exclusion criteria were those younger than 16 years old, cases of traumatic arrest, or had do-not-resuscitate orders. The controls were adults, non-traumatic cases, who did not experience IHCA within 24 h of ED triage. A multivariable regression model was used to identify significant predictors of IHCA. The ability to discriminate was quantified by utilising an area under receiver operating characteristic (AuROC) curve. RESULTS Two hundred and fifty IHCAs were compared with 1000 controls. Five predictors emerged that were: higher National Early Warning Score (NEWS) at triage, equal or increase of NEWS after ED management, coronary artery disease as a comorbid disease, the use of a vasoactive agent, and initial serum bicarbonate level lower than 23.5 mmoL/L, independently associated with IHCA. The AuROC of the final model from all predictors was 0.91 (95% CI 0.89-0.93) higher than NEWS alone model (AuROC at 0.78, 95% CI 0.74-0.81). CONCLUSIONS We conclude that a combination of NEWS and four independent predictors identify patients at risk of IHCA more effectively than NEWS alone.
Collapse
Affiliation(s)
- Winchana Srivilaithon
- Department of Emergency Medicine, Faculty of Medicine, Thammasat University, Pathum Thani, Thailand
| | - Kumpol Amnuaypattanapon
- Department of Emergency Medicine, Faculty of Medicine, Thammasat University, Pathum Thani, Thailand
| | - Chitlada Limjindaporn
- Department of Emergency Medicine, Faculty of Medicine, Thammasat University, Pathum Thani, Thailand
| | - Intanon Imsuwan
- Department of Emergency Medicine, Faculty of Medicine, Thammasat University, Pathum Thani, Thailand
| | | | - Ittabud Dasanadeba
- Department of Emergency Medicine, Faculty of Medicine, Thammasat University, Pathum Thani, Thailand
| | - Yaowapha Siripakarn
- Department of Emergency Medicine, Faculty of Medicine, Thammasat University, Pathum Thani, Thailand
| |
Collapse
|
11
|
Lee YS, Choi JW, Park YH, Chung C, Park DI, Lee JE, Lee HS, Moon JY. Evaluation of the efficacy of the National Early Warning Score in predicting in-hospital mortality via the risk stratification. J Crit Care 2018; 47:222-226. [PMID: 30036835 DOI: 10.1016/j.jcrc.2018.07.011] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2018] [Revised: 06/18/2018] [Accepted: 07/13/2018] [Indexed: 11/30/2022]
Abstract
PURPOSE To investigate the efficacy of the National Early Warning Score (NEWS) in predicting in-hospital mortality. MATERIALS AND METHODS This was a retrospective observational study and the electronic medical records of the patients were reviewed based on NEWS at the time of admission. RESULTS The performance of NEWS was effective in predicting hospital mortality (area under the curve: 0.765; 95% confidence interval: 0.659-0.846). Based on the Kaplan Meier survival curves, the survival time of patients who are at high risk according to NEWS was significantly shorter than that of patients who are at low risk (p < 0.001). Results of the multivariate Cox proportional hazards regression analysis showed that the hazard ratios of patients who are at medium and high risk based on NEWS were 2.6 and 4.7, respectively (p < 0.001). In addition, our study showed that the combination model that used other factors, such as age and diagnosis, was more effective than NEWS alone in predicting hospital mortality (NEWS: 0.765; combination model: 0.861; p < 0.005). CONCLUSIONS NEWS is a simple and useful bedside tool for predicting in-hospital mortality. In addition, the rapid response team must consider other clinical factors as well as screening tools to improve clinical outcomes.
Collapse
Affiliation(s)
- Young Seok Lee
- Division of Respiratory and Critical Care Medicine, Department of Internal Medicine, Korea University Medical Center, Guro Hospital, Seoul, Republic of Korea
| | - Jae Woo Choi
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Cheongju St. Mary's Hospital, Cheongju, Republic of Korea
| | - Yeon Hee Park
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Daejeon St. Mary's Hospital, Daejeon, Republic of Korea
| | - Chaeuk Chung
- Division of Pulmonology and Critical Care Medicine, Department of Internal Medicine, Chungnam National University Hospital, Chungnam National University College of Medicine, Daejeon, Republic of Korea
| | - Dong Il Park
- Division of Pulmonology and Critical Care Medicine, Department of Internal Medicine, Chungnam National University Hospital, Chungnam National University College of Medicine, Daejeon, Republic of Korea
| | - Jeong Eun Lee
- Division of Pulmonology and Critical Care Medicine, Department of Internal Medicine, Chungnam National University Hospital, Chungnam National University College of Medicine, Daejeon, Republic of Korea
| | - Hye Sun Lee
- Biostatistics Collaboration Unit, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Jae Young Moon
- Division of Pulmonology and Critical Care Medicine, Department of Internal Medicine, Chungnam National University Hospital, Chungnam National University College of Medicine, Daejeon, Republic of Korea.
| |
Collapse
|