Simulation of New York City’s Ventilator Allocation Guideline During the Spring 2020 COVID-19 Surge

Importance The spring 2020 surge of COVID-19 unprecedentedly strained ventilator supply in New York City, with many hospitals nearly exhausting available ventilators and subsequently seriously considering enacting crisis standards of care and implementing New York State Ventilator Allocation Guideli...

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Veröffentlicht in:JAMA network open 2023-10, Vol.6 (10), p.e2336736-e2336736
Hauptverfasser: Walsh, B. Corbett, Zhu, Jianan, Feng, Yang, Berkowitz, Kenneth A., Betensky, Rebecca A., Nunnally, Mark E., Pradhan, Deepak R.
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container_issue 10
container_start_page e2336736
container_title JAMA network open
container_volume 6
creator Walsh, B. Corbett
Zhu, Jianan
Feng, Yang
Berkowitz, Kenneth A.
Betensky, Rebecca A.
Nunnally, Mark E.
Pradhan, Deepak R.
description Importance The spring 2020 surge of COVID-19 unprecedentedly strained ventilator supply in New York City, with many hospitals nearly exhausting available ventilators and subsequently seriously considering enacting crisis standards of care and implementing New York State Ventilator Allocation Guidelines (NYVAG). However, there is little evidence as to how NYVAG would perform if implemented. Objectives To evaluate the performance and potential improvement of NYVAG during a surge of patients with respect to the length of rationing, overall mortality, and worsening health disparities. Design, Setting, and Participants This cohort study included intubated patients in a single health system in New York City from March through July 2020. A total of 20 000 simulations were conducted of ventilator triage (10 000 following NYVAG and 10 000 following a proposed improved NYVAG) during a crisis period, defined as the point at which the prepandemic ventilator supply was 95% utilized. Exposures The NYVAG protocol for triage ventilators. Main Outcomes and Measures Comparison of observed survival rates with simulations of scenarios requiring NYVAG ventilator rationing. Results The total cohort included 1671 patients; of these, 674 intubated patients (mean [SD] age, 63.7 [13.8] years; 465 male [69.9%]) were included in the crisis period, with 571 (84.7%) testing positive for COVID-19. Simulated ventilator rationing occurred for 163.9 patients over 15.0 days, 44.4% (95% CI, 38.3%-50.0%) of whom would have survived if provided a ventilator while only 34.8% (95% CI, 28.5%-40.0%) of those newly intubated patients receiving a reallocated ventilator survived. While triage categorization at the time of intubation exhibited partial prognostic differentiation, 94.8% of all ventilator rationing occurred after a time trial. Within this subset, 43.1% were intubated for 7 or more days with a favorable SOFA score that had not improved. An estimated 60.6% of these patients would have survived if sustained on a ventilator. Revising triage subcategorization, proposed improved NYVAG, would have improved this alarming ventilator allocation inefficiency (25.3% [95% CI, 22.1%-28.4%] of those selected for ventilator rationing would have survived if provided a ventilator). NYVAG ventilator rationing did not exacerbate existing health disparities. Conclusions and Relevance In this cohort study of intubated patients experiencing simulated ventilator rationing during the apex of the New York City CO
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Corbett ; Zhu, Jianan ; Feng, Yang ; Berkowitz, Kenneth A. ; Betensky, Rebecca A. ; Nunnally, Mark E. ; Pradhan, Deepak R.</creator><creatorcontrib>Walsh, B. Corbett ; Zhu, Jianan ; Feng, Yang ; Berkowitz, Kenneth A. ; Betensky, Rebecca A. ; Nunnally, Mark E. ; Pradhan, Deepak R.</creatorcontrib><description>Importance The spring 2020 surge of COVID-19 unprecedentedly strained ventilator supply in New York City, with many hospitals nearly exhausting available ventilators and subsequently seriously considering enacting crisis standards of care and implementing New York State Ventilator Allocation Guidelines (NYVAG). However, there is little evidence as to how NYVAG would perform if implemented. Objectives To evaluate the performance and potential improvement of NYVAG during a surge of patients with respect to the length of rationing, overall mortality, and worsening health disparities. Design, Setting, and Participants This cohort study included intubated patients in a single health system in New York City from March through July 2020. A total of 20 000 simulations were conducted of ventilator triage (10 000 following NYVAG and 10 000 following a proposed improved NYVAG) during a crisis period, defined as the point at which the prepandemic ventilator supply was 95% utilized. Exposures The NYVAG protocol for triage ventilators. Main Outcomes and Measures Comparison of observed survival rates with simulations of scenarios requiring NYVAG ventilator rationing. Results The total cohort included 1671 patients; of these, 674 intubated patients (mean [SD] age, 63.7 [13.8] years; 465 male [69.9%]) were included in the crisis period, with 571 (84.7%) testing positive for COVID-19. Simulated ventilator rationing occurred for 163.9 patients over 15.0 days, 44.4% (95% CI, 38.3%-50.0%) of whom would have survived if provided a ventilator while only 34.8% (95% CI, 28.5%-40.0%) of those newly intubated patients receiving a reallocated ventilator survived. While triage categorization at the time of intubation exhibited partial prognostic differentiation, 94.8% of all ventilator rationing occurred after a time trial. Within this subset, 43.1% were intubated for 7 or more days with a favorable SOFA score that had not improved. An estimated 60.6% of these patients would have survived if sustained on a ventilator. Revising triage subcategorization, proposed improved NYVAG, would have improved this alarming ventilator allocation inefficiency (25.3% [95% CI, 22.1%-28.4%] of those selected for ventilator rationing would have survived if provided a ventilator). NYVAG ventilator rationing did not exacerbate existing health disparities. Conclusions and Relevance In this cohort study of intubated patients experiencing simulated ventilator rationing during the apex of the New York City COVID-19 2020 surge, NYVAG diverted ventilators from patients with a higher chance of survival to those with a lower chance of survival. Future efforts should be focused on triage subcategorization, which improved this triage inefficiency, and ventilator rationing after a time trial, when most ventilator rationing occurred.</description><identifier>ISSN: 2574-3805</identifier><identifier>EISSN: 2574-3805</identifier><identifier>DOI: 10.1001/jamanetworkopen.2023.36736</identifier><identifier>PMID: 37796499</identifier><language>eng</language><publisher>Chicago: American Medical Association</publisher><subject>Cohort analysis ; COVID-19 ; Critical Care Medicine ; Health disparities ; Online Only ; Original Investigation ; Ventilators</subject><ispartof>JAMA network open, 2023-10, Vol.6 (10), p.e2336736-e2336736</ispartof><rights>2023. This work is published under https://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>Copyright 2023 Walsh BC et al. .</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c432t-ffbfded54d2101241c121d57b75a8df7e6a8d565144ed56e0ba60e4b2d931e033</citedby><cites>FETCH-LOGICAL-c432t-ffbfded54d2101241c121d57b75a8df7e6a8d565144ed56e0ba60e4b2d931e033</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,780,784,864,885,27924,27925</link.rule.ids></links><search><creatorcontrib>Walsh, B. Corbett</creatorcontrib><creatorcontrib>Zhu, Jianan</creatorcontrib><creatorcontrib>Feng, Yang</creatorcontrib><creatorcontrib>Berkowitz, Kenneth A.</creatorcontrib><creatorcontrib>Betensky, Rebecca A.</creatorcontrib><creatorcontrib>Nunnally, Mark E.</creatorcontrib><creatorcontrib>Pradhan, Deepak R.</creatorcontrib><title>Simulation of New York City’s Ventilator Allocation Guideline During the Spring 2020 COVID-19 Surge</title><title>JAMA network open</title><description>Importance The spring 2020 surge of COVID-19 unprecedentedly strained ventilator supply in New York City, with many hospitals nearly exhausting available ventilators and subsequently seriously considering enacting crisis standards of care and implementing New York State Ventilator Allocation Guidelines (NYVAG). However, there is little evidence as to how NYVAG would perform if implemented. Objectives To evaluate the performance and potential improvement of NYVAG during a surge of patients with respect to the length of rationing, overall mortality, and worsening health disparities. Design, Setting, and Participants This cohort study included intubated patients in a single health system in New York City from March through July 2020. A total of 20 000 simulations were conducted of ventilator triage (10 000 following NYVAG and 10 000 following a proposed improved NYVAG) during a crisis period, defined as the point at which the prepandemic ventilator supply was 95% utilized. Exposures The NYVAG protocol for triage ventilators. Main Outcomes and Measures Comparison of observed survival rates with simulations of scenarios requiring NYVAG ventilator rationing. Results The total cohort included 1671 patients; of these, 674 intubated patients (mean [SD] age, 63.7 [13.8] years; 465 male [69.9%]) were included in the crisis period, with 571 (84.7%) testing positive for COVID-19. 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Corbett</au><au>Zhu, Jianan</au><au>Feng, Yang</au><au>Berkowitz, Kenneth A.</au><au>Betensky, Rebecca A.</au><au>Nunnally, Mark E.</au><au>Pradhan, Deepak R.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Simulation of New York City’s Ventilator Allocation Guideline During the Spring 2020 COVID-19 Surge</atitle><jtitle>JAMA network open</jtitle><date>2023-10-05</date><risdate>2023</risdate><volume>6</volume><issue>10</issue><spage>e2336736</spage><epage>e2336736</epage><pages>e2336736-e2336736</pages><issn>2574-3805</issn><eissn>2574-3805</eissn><abstract>Importance The spring 2020 surge of COVID-19 unprecedentedly strained ventilator supply in New York City, with many hospitals nearly exhausting available ventilators and subsequently seriously considering enacting crisis standards of care and implementing New York State Ventilator Allocation Guidelines (NYVAG). However, there is little evidence as to how NYVAG would perform if implemented. Objectives To evaluate the performance and potential improvement of NYVAG during a surge of patients with respect to the length of rationing, overall mortality, and worsening health disparities. Design, Setting, and Participants This cohort study included intubated patients in a single health system in New York City from March through July 2020. A total of 20 000 simulations were conducted of ventilator triage (10 000 following NYVAG and 10 000 following a proposed improved NYVAG) during a crisis period, defined as the point at which the prepandemic ventilator supply was 95% utilized. Exposures The NYVAG protocol for triage ventilators. Main Outcomes and Measures Comparison of observed survival rates with simulations of scenarios requiring NYVAG ventilator rationing. Results The total cohort included 1671 patients; of these, 674 intubated patients (mean [SD] age, 63.7 [13.8] years; 465 male [69.9%]) were included in the crisis period, with 571 (84.7%) testing positive for COVID-19. Simulated ventilator rationing occurred for 163.9 patients over 15.0 days, 44.4% (95% CI, 38.3%-50.0%) of whom would have survived if provided a ventilator while only 34.8% (95% CI, 28.5%-40.0%) of those newly intubated patients receiving a reallocated ventilator survived. While triage categorization at the time of intubation exhibited partial prognostic differentiation, 94.8% of all ventilator rationing occurred after a time trial. Within this subset, 43.1% were intubated for 7 or more days with a favorable SOFA score that had not improved. An estimated 60.6% of these patients would have survived if sustained on a ventilator. Revising triage subcategorization, proposed improved NYVAG, would have improved this alarming ventilator allocation inefficiency (25.3% [95% CI, 22.1%-28.4%] of those selected for ventilator rationing would have survived if provided a ventilator). NYVAG ventilator rationing did not exacerbate existing health disparities. Conclusions and Relevance In this cohort study of intubated patients experiencing simulated ventilator rationing during the apex of the New York City COVID-19 2020 surge, NYVAG diverted ventilators from patients with a higher chance of survival to those with a lower chance of survival. Future efforts should be focused on triage subcategorization, which improved this triage inefficiency, and ventilator rationing after a time trial, when most ventilator rationing occurred.</abstract><cop>Chicago</cop><pub>American Medical Association</pub><pmid>37796499</pmid><doi>10.1001/jamanetworkopen.2023.36736</doi><oa>free_for_read</oa></addata></record>
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subjects Cohort analysis
COVID-19
Critical Care Medicine
Health disparities
Online Only
Original Investigation
Ventilators
title Simulation of New York City’s Ventilator Allocation Guideline During the Spring 2020 COVID-19 Surge
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