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Burkitt-Creedon JM, Boller M, Fletcher DJ, Brainard BM, Buckley GJ, Epstein SE, Fausak ED, Hopper K, Lane SL, Rozanski EA, Wolf J. 2024 RECOVER Guidelines: Updated treatment recommendations for CPR in dogs and cats. J Vet Emerg Crit Care (San Antonio) 2024; 34 Suppl 1:104-123. [PMID: 38924627 DOI: 10.1111/vec.13391] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2024] [Accepted: 04/25/2024] [Indexed: 06/28/2024]
Abstract
OBJECTIVE After the 2012 Reassessment Campaign on Veterinary Resuscitation (RECOVER) CPR Guidelines, this is an update of evidence-based consensus guidelines for Basic Life Support (BLS), advanced life support (ALS), and periarrest monitoring. DESIGN These RECOVER CPR Guidelines were generated using a modified version of the Grading of Recommendations, Assessment, Development, and Evaluation (GRADE) system for evidence evaluation and translation of this evidence into clear and actionable clinical instructions. Prioritized clinical questions in the Population, Intervention, Comparator, and Outcome (PICO) format were used as the basis to conduct systematic literature searches by information specialists, to extract information from relevant publications, to assess this evidence for quality, and finally to translate the findings into treatment recommendations. These recommendations were reviewed by the RECOVER writing group and opened for comment by veterinary professionals for 4 weeks. SETTING Transdisciplinary, international collaboration in university, specialty, and emergency practice. RESULTS A total of 40 worksheets were prepared to evaluate questions across the 3 domains of BLS, ALS and Monitoring, resulting in 90 individual treatment recommendations. High-dose epinephrine is no longer recommended, and atropine, if used, is only administered once. Bag-mask ventilation is prioritized over mouth-to-nose ventilation in nonintubated animals. In addition, an algorithm for initial assessment, an updated CPR algorithm, a rhythm diagnosis tool, and an updated drug dosing table are provided. CONCLUSIONS While the majority of the BLS and ALS recommendations remain unchanged, some noteworthy changes were made due to new evidence that emerged over the past 10 years. Indirectness of evidence remains the largest impediment to the certainty of guidelines formulation and underscores an urgent need for more studies in the target species of dogs and cats.
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Affiliation(s)
- Jamie M Burkitt-Creedon
- Department of Surgical and Radiological Sciences, School of Veterinary Medicine, University of California, Davis, Davis, California, USA
| | - Manuel Boller
- VCA Canada Central Victoria Veterinary Hospital, Victoria, British Columbia, Canada
- Faculty of Veterinary Medicine, Department of Veterinary Clinical and Diagnostic Sciences, University of Calgary, Calgary, Alberta, Canada
| | - Daniel J Fletcher
- Department of Clinical Sciences, College of Veterinary Medicine, Cornell University, Ithaca, New York, USA
| | - Benjamin M Brainard
- Department of Small Animal Medicine and Surgery, College of Veterinary Medicine, University of Georgia, Athens, Georgia, USA
| | | | - Steven E Epstein
- Department of Surgical and Radiological Sciences, School of Veterinary Medicine, University of California, Davis, Davis, California, USA
| | - Erik D Fausak
- University Library, University of California, Davis, Davis, California, USA
| | - Kate Hopper
- Department of Surgical and Radiological Sciences, School of Veterinary Medicine, University of California, Davis, Davis, California, USA
| | - Selena L Lane
- Veterinary Emergency Group, Cary, North Carolina, USA
| | - Elizabeth A Rozanski
- Cummings School of Veterinary Medicine, Tufts University, North Grafton, Massachusetts, USA
| | - Jacob Wolf
- Department of Small Animal Clinical Sciences, College of Veterinary Medicine, University of Florida, Gainesville, Florida, USA
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Shigle AJ, Piechowski K, Sandoval N, Chiplinski A, Hays WB. Pharmacy residency training program increases residents' confidence in inpatient medical emergency response. Am J Health Syst Pharm 2024; 81:e372-e378. [PMID: 38305384 DOI: 10.1093/ajhp/zxae021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2024] [Indexed: 02/03/2024] Open
Abstract
PURPOSE The benefits of pharmacists' involvement in medical emergencies are well established, but optimal methods of training pharmacists for emergency response are unknown. The primary objective of this report is to describe the design and evaluation of a pharmacy resident medical emergency response training (PR-MERT) program for preparing trainees to respond to hospital medical emergencies, including cardiac arrest and rapid sequence intubation (RSI). SUMMARY The PR-MERT program was a year-long longitudinal experience designed to prepare postgraduate year 1 pharmacy residents for medical emergency response. During the first month, the residents completed an orientation session that encompassed several lectures, certification by the American Heart Association in basic life support and advanced cardiovascular life support, standardized simulation scenarios, and mock medical emergencies. The trainees continued to utilize these skills and clinical knowledge through a longitudinal didactic lecture series, resident case conferences, and practice-based application by responding to real-life medical emergencies. Residents were assessed and coached throughout the program by clinical pharmacy preceptors and a "code coach" with extensive medical emergency response experience. After the year-long training, residents completed an anonymous survey assessing self-confidence and the structure of the program. The results showed improved confidence in medication selection and dosing, as well as anticipating the needs of the team and speaking up in cardiac arrest and RSI situations. Residents were satisfied with the training offered and structure of the program. CONCLUSION The development of a PR-MERT program at an academic medical center was successful in achieving longitudinal learning objectives and improving residents' confidence in responding to medical emergencies. The implementation of a similar medical emergency training curriculum in inpatient pharmacy residency programs may be beneficial.
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Schwartze JT, Das S, Suggitt D, Baxter J, Tunstall S, Ronan N, Stannard H, Rezgui A, Jafar W, Baxter DN. Ward-based in situ simulation: lessons learnt from a UK District General Hospital. BMJ Open Qual 2024; 13:e002571. [PMID: 38749539 PMCID: PMC11097843 DOI: 10.1136/bmjoq-2023-002571] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2023] [Accepted: 03/02/2024] [Indexed: 05/18/2024] Open
Abstract
INTRODUCTION In situ simulation (ISS) enables multiprofessional healthcare teams to train for real emergencies in their own working environment and identify latent patient safety threats. This study aimed to determine ISS impact on teamwork, technical skill performance, healthcare staff perception and latent error identification during simulated medical emergencies. MATERIALS AND METHODS Unannounced ISS sessions (n=14, n=75 staff members) using a high-fidelity mannequin were conducted in medical, paediatric and rehabilitation wards at Stepping Hill Hospital (Stockport National Health Service Foundation Trust, UK). Each session encompassed a 15 min simulation followed by a 15 min faculty-led debrief. RESULTS The clinical team score revealed low overall teamwork performances during simulated medical emergencies (mean±SEM: 4.3±0.5). Linear regression analysis revealed that overall communication (r=0.9, p<0.001), decision-making (r=0.77, p<0.001) and overall situational awareness (r=0.73, p=0.003) were the strongest statistically significant predictors of overall teamwork performance. Neither the number of attending healthcare professionals, their professional background, age, gender, degree of clinical experience, level of resuscitation training or previous simulation experience statistically significantly impacted on overall teamwork performance. ISS positively impacted on healthcare staff confidence and clinical training. Identified safety threats included unknown location of intraosseous kits, poor/absent airway management, incomplete A-E assessments, inability to activate the major haemorrhage protocol, unknown location/dose of epinephrine for anaphylaxis management, delayed administration of epinephrine and delayed/absence of attachment of pads to the defibrillator as well as absence of accessing ALS algorithms, poor chest compressions and passive behaviour during simulated cardiac arrests. CONCLUSION Poor demonstration of technical/non-technical skills mandate regular ISS interventions for healthcare professionals of all levels. ISS positively impacts on staff confidence and training and drives identification of latent errors enabling improvements in workplace systems and resources.
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Affiliation(s)
- Julian Tristan Schwartze
- Stroke Medicine, National Hospital for Neurology and Neurosurgery, London, UK
- Medical Education, Stepping Hill Hospital, Stockport, UK
| | - Souvik Das
- Emergency Department, Stepping Hill Hospital, Stockport, UK
| | | | | | - Simon Tunstall
- Department of Anaesthetics, Stepping Hill Hospital, Stockport, UK
| | - Nicholas Ronan
- Royal Stoke University Hospital Acute Medical Unit, Stoke-on-Trent, UK
| | | | - Amina Rezgui
- Acute Medicine, Stepping Hill Hospital, Stockport, UK
| | - Wisam Jafar
- Gastroenterology, Stepping Hill Hospital, Stockport, UK
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Lyons PG, Reid J, Richardville S, Edelson DP. A novel structured debriefing program for consensus determinations of in-hospital cardiac arrest predictability and preventability. Resuscitation 2024; 197:110161. [PMID: 38428721 DOI: 10.1016/j.resuscitation.2024.110161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Revised: 02/14/2024] [Accepted: 02/23/2024] [Indexed: 03/03/2024]
Abstract
AIM Hospital rapid response systems aim to stop preventable cardiac arrests, but defining preventability is a challenge. We developed a multidisciplinary consensus-based process to determine in-hospital cardiac arrest (IHCA) preventability based on objective measures. METHODS We developed an interdisciplinary ward IHCA debriefing program at an urban quaternary-care academic hospital. This group systematically reviewed all IHCAs weekly, reaching consensus determinations of the IHCA's cause and preventability across three mutually exclusive categories: 1) unpredictable (no evidence of physiologic instability < 1 h prior to and within 24 h of the arrest), 2) predictable but unpreventable (meeting physiologic instability criteria in the setting of either a poor baseline prognosis or a documented goals of care conversation) or 3) potentially preventable (remaining cases). RESULTS Of 544 arrests between 09/2015 and 11/2023, 339 (61%) were deemed predictable by consensus, with 235 (42% of all IHCAs) considered potentially preventable. Potentially preventable arrests disproportionately occurred on nights and weekends (70% vs 55%, p = 0.002) and were more frequently respiratory than cardiac in etiology (33% vs 15%, p < 0.001). Despite similar rates of ROSC across groups (67-70%), survival to discharge was highest in arrests deemed unpredictable (31%), followed by potentially preventable (21%), and then those deemed predictable but unpreventable which had the lowest survival rate (16%, p = 0.007). CONCLUSIONS Our IHCA debriefing procedures are a feasible and sustainable means of determining the predictability and potential preventability of ward cardiac arrests. This approach may be useful for improving quality benchmarks and care processes around pre-arrest clinical activities.
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Affiliation(s)
- Patrick G Lyons
- Department of Medicine, University of Chicago School of Medicine, United States; Now with the Department of Medicine, Oregon Health & Science University, United States.
| | - Joe Reid
- Rescue Care and Resiliency, University of Chicago Medicine, United States
| | - Sara Richardville
- Rescue Care and Resiliency, University of Chicago Medicine, United States
| | - Dana P Edelson
- Department of Medicine, University of Chicago School of Medicine, United States; Rescue Care and Resiliency, University of Chicago Medicine, United States
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Chan PS, Greif R, Anderson T, Atiq H, Bittencourt Couto T, Considine J, De Caen AR, Djärv T, Doll A, Douma MJ, Edelson DP, Xu F, Finn JC, Firestone G, Girotra S, Lauridsen KG, Kah-Lai Leong C, Lim SH, Morley PT, Morrison LJ, Moskowitz A, Mullasari Sankardas A, Mustafa Mohamed MT, Myburgh MC, Nadkarni VM, Neumar RW, Nolan JP, Odakha JA, Olasveengen TM, Orosz J, Perkins GD, Previdi JK, Vaillancourt C, Montgomery WH, Sasson C, Nallamothu BK. Ten Steps Toward Improving In-Hospital Cardiac Arrest Quality of Care and Outcomes. Resuscitation 2023; 193:109996. [PMID: 37942937 PMCID: PMC10769812 DOI: 10.1016/j.resuscitation.2023.109996] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2023]
Affiliation(s)
- Paul S Chan
- Mid-America Heart Institute, Kansas City, MO, United States.
| | - Robert Greif
- Department of Anesthesiology and Pain Medicine, University of Bern, Switzerland
| | - Theresa Anderson
- Department of Internal Medicine, University of Michigan Medical, Ann Arbor, United States
| | - Huba Atiq
- Centre of Excellence for Trauma and Emergencies, Aga Khan University Hospital, Pakistan
| | | | | | - Allan R De Caen
- Division of Pediatric Critical Care, Stollery Children's Hospital, Edmonton, Canada
| | - Therese Djärv
- Department of Medicine, Karolinska Institute, Stockholm, Sweden
| | - Ann Doll
- Global Resuscitation Alliance, Seattle, WA, United States
| | - Matthew J Douma
- Department of Critical Care Medicine, University of Alberta, Canada
| | - Dana P Edelson
- Department of Medicine, University of Chicago Medicine, IL, United States
| | - Feng Xu
- Department of Emergency Medicine, Qilu Hospital of Shandong University, China
| | - Judith C Finn
- School of Nursing, Curtin University, Perth, Australia
| | - Grace Firestone
- Department of Family Medicine, University of California Los Angeles Health, Santa Monica, United States
| | - Saket Girotra
- Department of Medicine, University of Texas Southwestern Medical Center, Dallas, United States
| | | | | | - Swee Han Lim
- Department of Emergency Medicine, Singapore General Hospital, Singapore
| | - Peter T Morley
- Department of Intensive Care, The University of Melbourne, Australia
| | - Laurie J Morrison
- Division of Emergency Medicine, University of Toronto, Ontario, Canada
| | - Ari Moskowitz
- Department of Medicine, Montefiore Medical Center, The Bronx, NY, United States
| | | | | | | | - Vinay M Nadkarni
- Department of Anesthesiology and Critical Care, Childrens Hospital of Philadelphia, PA, United States
| | - Robert W Neumar
- Department of Emergency Medicine, University of Michigan, Ann Arbor, United States
| | | | | | - Theresa M Olasveengen
- Oslo University Hospital and Institute of Clinical Medicine, University of Oslo, Norway
| | - Judit Orosz
- Department of Medicine, The Alfred, Melbourne, Australia
| | | | | | | | | | | | - Brahmajee K Nallamothu
- Department of Internal Medicine, University of Michigan Medical, Ann Arbor, United States
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Nallamothu BK, Greif R, Anderson T, Atiq H, Couto TB, Considine J, De Caen AR, Djärv T, Doll A, Douma MJ, Edelson DP, Xu F, Finn JC, Firestone G, Girotra S, Lauridsen KG, Leong CKL, Lim SH, Morley PT, Morrison LJ, Moskowitz A, Mullasari Sankardas A, Mohamed MTM, Myburgh MC, Nadkarni VM, Neumar RW, Nolan JP, Athieno Odakha J, Olasveengen TM, Orosz J, Perkins GD, Previdi JK, Vaillancourt C, Montgomery WH, Sasson C, Chan PS. Ten Steps Toward Improving In-Hospital Cardiac Arrest Quality of Care and Outcomes. Circ Cardiovasc Qual Outcomes 2023; 16:e010491. [PMID: 37947100 PMCID: PMC10659256 DOI: 10.1161/circoutcomes.123.010491] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/12/2023]
Affiliation(s)
| | - Robert Greif
- Department of Anesthesiology and Pain Medicine, University of Bern, Switzerland (R.G.)
| | - Theresa Anderson
- Department of Internal Medicine, University of Michigan Medical, Ann Arbor (B.K.N., T.A.)
| | - Huba Atiq
- Centre of Excellence for Trauma and Emergencies, Aga Khan University Hospital, Pakistan (H.A.)
| | | | | | - Allan R. De Caen
- Division of Pediatric Critical Care, Stollery Children’s Hospital, Edmonton, Canada (A.R.D.C.)
| | - Therese Djärv
- Department of Medicine, Karolinska Institute, Stockholm, Sweden (T.D.)
| | - Ann Doll
- Global Resuscitation Alliance, Seattle, WA (A.D.)
| | - Matthew J. Douma
- Department of Critical Care Medicine, University of Alberta, Canada (M.J.D.)
| | - Dana P. Edelson
- Department of Medicine, University of Chicago Medicine, IL (D.P.E.)
| | - Feng Xu
- Department of Emergency Medicine, Qilu Hospital of Shandong University, China (F.X.)
| | - Judith C. Finn
- School of Nursing, Curtin University, Perth, Australia (J.F.)
| | - Grace Firestone
- Department of Family Medicine, University of California Los Angeles Health, Santa Monica (G.F.)
| | - Saket Girotra
- Department of Medicine, University of Texas Southwestern Medical Center, Dallas (S.G.)
| | | | - Carrie Kah-Lai Leong
- Department of Emergency Medicine, Singapore General Hospital (C.K.-L.L., S.H.L.)
| | - Swee Han Lim
- Department of Emergency Medicine, Singapore General Hospital (C.K.-L.L., S.H.L.)
| | - Peter T. Morley
- Department of Intensive Care, The University of Melbourne, Australia (P.T.M.)
| | - Laurie J. Morrison
- Division of Emergency Medicine, University of Toronto, Ontario, Canada (L.J.M.)
| | - Ari Moskowitz
- Department of Medicine, Montefiore Medical Center, The Bronx, NY (A.M.)
| | | | | | | | - Vinay M. Nadkarni
- Department of Anesthesiology and Critical Care, Childrens Hospital of Philadelphia, PA (V.N.)
| | - Robert W. Neumar
- Department of Emergency Medicine, University of Michigan, Ann Arbor (R.W.N.)
| | - Jerry P. Nolan
- University of Warwick, Coventry, United Kingdom (J.P.N., G.D.P.)
| | | | - Theresa M. Olasveengen
- Oslo University Hospital and Institute of Clinical Medicine, University of Oslo, Norway (T.M.O.)
| | - Judit Orosz
- Department of Medicine, The Alfred, Melbourne, Australia (J.O.)
| | - Gavin D. Perkins
- University of Warwick, Coventry, United Kingdom (J.P.N., G.D.P.)
| | | | | | | | | | - Paul S. Chan
- Mid-America Heart Institute, Kansas City, MO (P.S.C.)
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Song E, Issenberg SB, Roh YS. Effects of Prebriefing Using Online Team-Based Learning in Advanced Life Support Education for Nurses. Comput Inform Nurs 2023; 41:909-914. [PMID: 37580050 DOI: 10.1097/cin.0000000000001056] [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: 08/16/2023]
Abstract
An effective prebriefing strategy is needed that can improve the learning outcomes of nurses in advanced life support education. This study aimed to identify the effects of prebriefing with online team-based learning on hospital nurses' knowledge, performance, and self-efficacy in advanced life support education. A nonequivalent control group pretest-posttest design was adopted. Nurses in the experimental group (n = 26) participated in prebriefing using online team-based learning followed by self-directed learning, whereas nurses in the control group (n = 27) experienced only self-directed learning before advanced life support education. Wilcoxon signed-ranks tests were used to identify the posttest-pretest differences of the study variables in each group. Both groups showed improved knowledge, individual performance, and self-efficacy after the education. Nurses in the experimental group reported higher self-efficacy scores compared with those in the control group. There were no differences between the experimental and control groups in knowledge, individual performances, or team performance. Online team-based learning as a prebriefing modality resulted in greater improvements in self-efficacy in advanced life support education.
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Affiliation(s)
- Eunkyoung Song
- Author Affiliations: Seoul Metropolitan Government Seoul National University Boramae Medical Center, Republic of Korea (Ms Song); University of Miami Miller School of Medicine, FL (Dr Issenberg); Red Cross College of Nursing, Chung-Ang University, Seoul, Republic of Korea (Dr Roh)
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Weiss KE, Kolbe M, Nef A, Grande B, Kalirajan B, Meboldt M, Lohmeyer Q. Data-driven resuscitation training using pose estimation. Adv Simul (Lond) 2023; 8:12. [PMID: 37061746 PMCID: PMC10105636 DOI: 10.1186/s41077-023-00251-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Accepted: 03/29/2023] [Indexed: 04/17/2023] Open
Abstract
BACKGROUND Cardiopulmonary resuscitation (CPR) training improves CPR skills while heavily relying on feedback. The quality of feedback can vary between experts, indicating a need for data-driven feedback to support experts. The goal of this study was to investigate pose estimation, a motion detection technology, to assess individual and team CPR quality with the arm angle and chest-to-chest distance metrics. METHODS After mandatory basic life support training, 91 healthcare providers performed a simulated CPR scenario in teams. Their behaviour was simultaneously rated based on pose estimation and by experts. It was assessed if the arm was straight at the elbow, by calculating the mean arm angle, and how close the distance between the team members was during chest compressions, by calculating the chest-to-chest distance. Both pose estimation metrics were compared with the expert ratings. RESULTS The data-driven and expert-based ratings for the arm angle differed by 77.3%, and based on pose estimation, 13.2% of participants kept the arm straight. The chest-to-chest distance ratings by expert and by pose estimation differed by 20.7% and based on pose estimation 63.2% of participants were closer than 1 m to the team member performing compressions. CONCLUSIONS Pose estimation-based metrics assessed learners' arm angles in more detail and their chest-to-chest distance comparably to expert ratings. Pose estimation metrics can complement educators with additional objective detail and allow them to focus on other aspects of the simulated CPR training, increasing the training's success and the participants' CPR quality. TRIAL REGISTRATION Not applicable.
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Affiliation(s)
- Kerrin E Weiss
- Product Development Group Zurich, Department of Mechanical and Process Engineering, ETH Zurich, Leonhardstrasse 21, Zurich, 8092, Switzerland.
| | - Michaela Kolbe
- Simulation Center, University Hospital Zurich, Rämistrasse 100, 8091, Zurich, Switzerland
| | - Andrina Nef
- Simulation Center, University Hospital Zurich, Rämistrasse 100, 8091, Zurich, Switzerland
| | - Bastian Grande
- Simulation Center, University Hospital Zurich, Rämistrasse 100, 8091, Zurich, Switzerland
- Institute of Anaesthesiology, University Hospital Zurich, Rämistrasse 100, 8091, Zurich, Switzerland
| | - Bravin Kalirajan
- Product Development Group Zurich, Department of Mechanical and Process Engineering, ETH Zurich, Leonhardstrasse 21, Zurich, 8092, Switzerland
| | - Mirko Meboldt
- Product Development Group Zurich, Department of Mechanical and Process Engineering, ETH Zurich, Leonhardstrasse 21, Zurich, 8092, Switzerland
| | - Quentin Lohmeyer
- Product Development Group Zurich, Department of Mechanical and Process Engineering, ETH Zurich, Leonhardstrasse 21, Zurich, 8092, Switzerland
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Chan PS, Kennedy KF, Girotra S. Updating the model for Risk-Standardizing survival for In-Hospital cardiac arrest to facilitate hospital comparisons. Resuscitation 2023; 183:109686. [PMID: 36610502 PMCID: PMC9811915 DOI: 10.1016/j.resuscitation.2022.109686] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Accepted: 12/28/2022] [Indexed: 01/06/2023]
Abstract
BACKGROUND Risk-standardized survival rates (RSSR) for in-hospital cardiac arrest (IHCA) have been widely used for hospital benchmarking and research. The novel coronavirus 2019 (COVID-19) pandemic has led to a substantial decline in IHCA survival as COVID-19 infection is associated with markedly lower survival. Therefore, there is a need to update the model for computing RSSRs for IHCA given the COVID-19 pandemic. METHODS Within Get With The Guidelines®-Resuscitation, we identified 53,922 adult patients with IHCA from March, 2020 to December, 2021 (the COVID-19 era). Using hierarchical logistic regression, we derived and validated an updated model for survival to hospital discharge and compared the performance of this updated RSSR model with the previous model. RESULTS The survival rate was 21.0% and 20.8% for the derivation and validation cohorts, respectively. The model had good discrimination (C-statistic 0.72) and excellent calibration. The updated parsimonious model comprised 13 variables-all 9 predictors in the original model as well as 4 additional predictors, including COVID-19 infection status. When applied to data from the pre-pandemic period of 2018-2019, there was a strong correlation (r = 0.993) between RSSRs obtained from the updated and the previous models. CONCLUSION We have derived and validated an updated model to risk-standardize hospital rates of survival for IHCA. The updated model yielded RSSRs that were similar to the initial model for IHCAs in the pre-pandemic period and can be used for supporting ongoing efforts to benchmark hospitals and facilitate research that uses data from either before or after the emergence of COVID-19.
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Affiliation(s)
- Paul S Chan
- Saint Luke's Mid America Heart Institute, USA; University of Missouri, Kansas City, MO, USA.
| | | | - Saket Girotra
- University of Texas-Southwestern Medical Center, USA
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