Cargando…

Design and Implementation of a Real-time Monitoring Platform for Optimal Sepsis Care in an Emergency Department: Observational Cohort Study

BACKGROUND: Sepsis is the leading cause of death in US hospitals. Compliance with bundled care, specifically serial lactates, blood cultures, and antibiotics, improves outcomes but is often delayed or missed altogether in a busy practice environment. OBJECTIVE: This study aims to design, implement,...

Descripción completa

Detalles Bibliográficos
Autores principales: Lee, Andy Hung-Yi, Aaronson, Emily, Hibbert, Kathryn A, Flynn, Micah H, Rutkey, Hayley, Mort, Elizabeth, Sonis, Jonathan D, Safavi, Kyan C
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8277370/
https://www.ncbi.nlm.nih.gov/pubmed/34185009
http://dx.doi.org/10.2196/26946
_version_ 1783722059688312832
author Lee, Andy Hung-Yi
Aaronson, Emily
Hibbert, Kathryn A
Flynn, Micah H
Rutkey, Hayley
Mort, Elizabeth
Sonis, Jonathan D
Safavi, Kyan C
author_facet Lee, Andy Hung-Yi
Aaronson, Emily
Hibbert, Kathryn A
Flynn, Micah H
Rutkey, Hayley
Mort, Elizabeth
Sonis, Jonathan D
Safavi, Kyan C
author_sort Lee, Andy Hung-Yi
collection PubMed
description BACKGROUND: Sepsis is the leading cause of death in US hospitals. Compliance with bundled care, specifically serial lactates, blood cultures, and antibiotics, improves outcomes but is often delayed or missed altogether in a busy practice environment. OBJECTIVE: This study aims to design, implement, and validate a novel monitoring and alerting platform that provides real-time feedback to frontline emergency department (ED) providers regarding adherence to bundled care. METHODS: This single-center, prospective, observational study was conducted in three phases: the design and technical development phase to build an initial version of the platform; the pilot phase to test and refine the platform in the clinical setting; and the postpilot rollout phase to fully implement the study intervention. RESULTS: During the design and technical development, study team members and stakeholders identified the criteria for patient inclusion, selected bundle measures from the Center for Medicare and Medicaid Sepsis Core Measure for alerting, and defined alert thresholds, message content, delivery mechanisms, and recipients. Additional refinements were made based on 70 provider survey results during the pilot phase, including removing alerts for vasopressor initiation and modifying text in the pages to facilitate patient identification. During the 48 days of the postpilot rollout phase, 15,770 ED encounters were tracked and 711 patient encounters were included in the active monitoring cohort. In total, 634 pages were sent at a rate of 0.98 per attending physician shift. Overall, 38.3% (272/711) patients had at least one page. The missing bundle elements that triggered alerts included: antibiotics 41.6% (136/327), repeat lactate 32.4% (106/327), blood cultures 20.8% (68/327), and initial lactate 5.2% (17/327). Of the missing Sepsis Core Measures elements for which a page was sent, 38.2% (125/327) were successfully completed on time. CONCLUSIONS: A real-time sepsis care monitoring and alerting platform was created for the ED environment. The high proportion of patients with at least one alert suggested the significant potential for such a platform to improve care, whereas the overall number of alerts per clinician suggested a low risk of alarm fatigue. The study intervention warrants a more rigorous evaluation to ensure that the added alerts lead to better outcomes for patients with sepsis.
format Online
Article
Text
id pubmed-8277370
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher JMIR Publications
record_format MEDLINE/PubMed
spelling pubmed-82773702021-07-26 Design and Implementation of a Real-time Monitoring Platform for Optimal Sepsis Care in an Emergency Department: Observational Cohort Study Lee, Andy Hung-Yi Aaronson, Emily Hibbert, Kathryn A Flynn, Micah H Rutkey, Hayley Mort, Elizabeth Sonis, Jonathan D Safavi, Kyan C J Med Internet Res Original Paper BACKGROUND: Sepsis is the leading cause of death in US hospitals. Compliance with bundled care, specifically serial lactates, blood cultures, and antibiotics, improves outcomes but is often delayed or missed altogether in a busy practice environment. OBJECTIVE: This study aims to design, implement, and validate a novel monitoring and alerting platform that provides real-time feedback to frontline emergency department (ED) providers regarding adherence to bundled care. METHODS: This single-center, prospective, observational study was conducted in three phases: the design and technical development phase to build an initial version of the platform; the pilot phase to test and refine the platform in the clinical setting; and the postpilot rollout phase to fully implement the study intervention. RESULTS: During the design and technical development, study team members and stakeholders identified the criteria for patient inclusion, selected bundle measures from the Center for Medicare and Medicaid Sepsis Core Measure for alerting, and defined alert thresholds, message content, delivery mechanisms, and recipients. Additional refinements were made based on 70 provider survey results during the pilot phase, including removing alerts for vasopressor initiation and modifying text in the pages to facilitate patient identification. During the 48 days of the postpilot rollout phase, 15,770 ED encounters were tracked and 711 patient encounters were included in the active monitoring cohort. In total, 634 pages were sent at a rate of 0.98 per attending physician shift. Overall, 38.3% (272/711) patients had at least one page. The missing bundle elements that triggered alerts included: antibiotics 41.6% (136/327), repeat lactate 32.4% (106/327), blood cultures 20.8% (68/327), and initial lactate 5.2% (17/327). Of the missing Sepsis Core Measures elements for which a page was sent, 38.2% (125/327) were successfully completed on time. CONCLUSIONS: A real-time sepsis care monitoring and alerting platform was created for the ED environment. The high proportion of patients with at least one alert suggested the significant potential for such a platform to improve care, whereas the overall number of alerts per clinician suggested a low risk of alarm fatigue. The study intervention warrants a more rigorous evaluation to ensure that the added alerts lead to better outcomes for patients with sepsis. JMIR Publications 2021-06-24 /pmc/articles/PMC8277370/ /pubmed/34185009 http://dx.doi.org/10.2196/26946 Text en ©Andy Hung-Yi Lee, Emily Aaronson, Kathryn A Hibbert, Micah H Flynn, Hayley Rutkey, Elizabeth Mort, Jonathan D Sonis, Kyan C Safavi. Originally published in the Journal of Medical Internet Research (https://www.jmir.org), 24.06.2021. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in the Journal of Medical Internet Research, is properly cited. The complete bibliographic information, a link to the original publication on https://www.jmir.org/, as well as this copyright and license information must be included.
spellingShingle Original Paper
Lee, Andy Hung-Yi
Aaronson, Emily
Hibbert, Kathryn A
Flynn, Micah H
Rutkey, Hayley
Mort, Elizabeth
Sonis, Jonathan D
Safavi, Kyan C
Design and Implementation of a Real-time Monitoring Platform for Optimal Sepsis Care in an Emergency Department: Observational Cohort Study
title Design and Implementation of a Real-time Monitoring Platform for Optimal Sepsis Care in an Emergency Department: Observational Cohort Study
title_full Design and Implementation of a Real-time Monitoring Platform for Optimal Sepsis Care in an Emergency Department: Observational Cohort Study
title_fullStr Design and Implementation of a Real-time Monitoring Platform for Optimal Sepsis Care in an Emergency Department: Observational Cohort Study
title_full_unstemmed Design and Implementation of a Real-time Monitoring Platform for Optimal Sepsis Care in an Emergency Department: Observational Cohort Study
title_short Design and Implementation of a Real-time Monitoring Platform for Optimal Sepsis Care in an Emergency Department: Observational Cohort Study
title_sort design and implementation of a real-time monitoring platform for optimal sepsis care in an emergency department: observational cohort study
topic Original Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8277370/
https://www.ncbi.nlm.nih.gov/pubmed/34185009
http://dx.doi.org/10.2196/26946
work_keys_str_mv AT leeandyhungyi designandimplementationofarealtimemonitoringplatformforoptimalsepsiscareinanemergencydepartmentobservationalcohortstudy
AT aaronsonemily designandimplementationofarealtimemonitoringplatformforoptimalsepsiscareinanemergencydepartmentobservationalcohortstudy
AT hibbertkathryna designandimplementationofarealtimemonitoringplatformforoptimalsepsiscareinanemergencydepartmentobservationalcohortstudy
AT flynnmicahh designandimplementationofarealtimemonitoringplatformforoptimalsepsiscareinanemergencydepartmentobservationalcohortstudy
AT rutkeyhayley designandimplementationofarealtimemonitoringplatformforoptimalsepsiscareinanemergencydepartmentobservationalcohortstudy
AT mortelizabeth designandimplementationofarealtimemonitoringplatformforoptimalsepsiscareinanemergencydepartmentobservationalcohortstudy
AT sonisjonathand designandimplementationofarealtimemonitoringplatformforoptimalsepsiscareinanemergencydepartmentobservationalcohortstudy
AT safavikyanc designandimplementationofarealtimemonitoringplatformforoptimalsepsiscareinanemergencydepartmentobservationalcohortstudy