Cargando…
An alert tool to promote lung protective ventilation for possible acute respiratory distress syndrome
OBJECTIVE: Computer-aided decision tools may speed recognition of acute respiratory distress syndrome (ARDS) and promote consistent, timely treatment using lung-protective ventilation (LPV). This study evaluated implementation and service (process) outcomes with deployment and use of a clinical deci...
Autores principales: | , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9263532/ https://www.ncbi.nlm.nih.gov/pubmed/35815095 http://dx.doi.org/10.1093/jamiaopen/ooac050 |
_version_ | 1784742753621508096 |
---|---|
author | Knighton, Andrew J Kuttler, Kathryn G Ranade-Kharkar, Pallavi Allen, Lauren Throne, Taylor Jacobs, Jason R Carpenter, Lori Winberg, Carrie Johnson, Kyle Shrestha, Neer Ferraro, Jeffrey P Wolfe, Doug Peltan, Ithan D Srivastava, Rajendu Grissom, Colin K |
author_facet | Knighton, Andrew J Kuttler, Kathryn G Ranade-Kharkar, Pallavi Allen, Lauren Throne, Taylor Jacobs, Jason R Carpenter, Lori Winberg, Carrie Johnson, Kyle Shrestha, Neer Ferraro, Jeffrey P Wolfe, Doug Peltan, Ithan D Srivastava, Rajendu Grissom, Colin K |
author_sort | Knighton, Andrew J |
collection | PubMed |
description | OBJECTIVE: Computer-aided decision tools may speed recognition of acute respiratory distress syndrome (ARDS) and promote consistent, timely treatment using lung-protective ventilation (LPV). This study evaluated implementation and service (process) outcomes with deployment and use of a clinical decision support (CDS) synchronous alert tool associated with existing computerized ventilator protocols and targeted patients with possible ARDS not receiving LPV. MATERIALS AND METHODS: We performed an explanatory mixed methods study from December 2019 to November 2020 to evaluate CDS alert implementation outcomes across 13 intensive care units (ICU) in an integrated healthcare system with >4000 mechanically ventilated patients annually. We utilized quantitative methods to measure service outcomes including CDS alert tool utilization, accuracy, and implementation effectiveness. Attitudes regarding the appropriateness and acceptability of the CDS tool were assessed via an electronic field survey of physicians and advanced practice providers. RESULTS: Thirty-eight percent of study encounters had at least one episode of LPV nonadherence. Addition of LPV treatment detection logic prevented an estimated 1812 alert messages (41%) over use of disease detection logic alone. Forty-eight percent of alert recommendations were implemented within 2 h. Alert accuracy was estimated at 63% when compared to gold standard ARDS adjudication, with sensitivity of 85% and positive predictive value of 62%. Fifty-seven percent of survey respondents observed one or more benefits associated with the alert. CONCLUSION: Introduction of a CDS alert tool based upon ARDS risk factors and integrated with computerized ventilator protocol instructions increased visibility to gaps in LPV use and promoted increased adherence to LPV. |
format | Online Article Text |
id | pubmed-9263532 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-92635322022-07-08 An alert tool to promote lung protective ventilation for possible acute respiratory distress syndrome Knighton, Andrew J Kuttler, Kathryn G Ranade-Kharkar, Pallavi Allen, Lauren Throne, Taylor Jacobs, Jason R Carpenter, Lori Winberg, Carrie Johnson, Kyle Shrestha, Neer Ferraro, Jeffrey P Wolfe, Doug Peltan, Ithan D Srivastava, Rajendu Grissom, Colin K JAMIA Open Research and Applications OBJECTIVE: Computer-aided decision tools may speed recognition of acute respiratory distress syndrome (ARDS) and promote consistent, timely treatment using lung-protective ventilation (LPV). This study evaluated implementation and service (process) outcomes with deployment and use of a clinical decision support (CDS) synchronous alert tool associated with existing computerized ventilator protocols and targeted patients with possible ARDS not receiving LPV. MATERIALS AND METHODS: We performed an explanatory mixed methods study from December 2019 to November 2020 to evaluate CDS alert implementation outcomes across 13 intensive care units (ICU) in an integrated healthcare system with >4000 mechanically ventilated patients annually. We utilized quantitative methods to measure service outcomes including CDS alert tool utilization, accuracy, and implementation effectiveness. Attitudes regarding the appropriateness and acceptability of the CDS tool were assessed via an electronic field survey of physicians and advanced practice providers. RESULTS: Thirty-eight percent of study encounters had at least one episode of LPV nonadherence. Addition of LPV treatment detection logic prevented an estimated 1812 alert messages (41%) over use of disease detection logic alone. Forty-eight percent of alert recommendations were implemented within 2 h. Alert accuracy was estimated at 63% when compared to gold standard ARDS adjudication, with sensitivity of 85% and positive predictive value of 62%. Fifty-seven percent of survey respondents observed one or more benefits associated with the alert. CONCLUSION: Introduction of a CDS alert tool based upon ARDS risk factors and integrated with computerized ventilator protocol instructions increased visibility to gaps in LPV use and promoted increased adherence to LPV. Oxford University Press 2022-07-08 /pmc/articles/PMC9263532/ /pubmed/35815095 http://dx.doi.org/10.1093/jamiaopen/ooac050 Text en © The Author(s) 2022. Published by Oxford University Press on behalf of the American Medical Informatics Association. 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 reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research and Applications Knighton, Andrew J Kuttler, Kathryn G Ranade-Kharkar, Pallavi Allen, Lauren Throne, Taylor Jacobs, Jason R Carpenter, Lori Winberg, Carrie Johnson, Kyle Shrestha, Neer Ferraro, Jeffrey P Wolfe, Doug Peltan, Ithan D Srivastava, Rajendu Grissom, Colin K An alert tool to promote lung protective ventilation for possible acute respiratory distress syndrome |
title | An alert tool to promote lung protective ventilation for possible acute respiratory distress syndrome |
title_full | An alert tool to promote lung protective ventilation for possible acute respiratory distress syndrome |
title_fullStr | An alert tool to promote lung protective ventilation for possible acute respiratory distress syndrome |
title_full_unstemmed | An alert tool to promote lung protective ventilation for possible acute respiratory distress syndrome |
title_short | An alert tool to promote lung protective ventilation for possible acute respiratory distress syndrome |
title_sort | alert tool to promote lung protective ventilation for possible acute respiratory distress syndrome |
topic | Research and Applications |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9263532/ https://www.ncbi.nlm.nih.gov/pubmed/35815095 http://dx.doi.org/10.1093/jamiaopen/ooac050 |
work_keys_str_mv | AT knightonandrewj analerttooltopromotelungprotectiveventilationforpossibleacuterespiratorydistresssyndrome AT kuttlerkathryng analerttooltopromotelungprotectiveventilationforpossibleacuterespiratorydistresssyndrome AT ranadekharkarpallavi analerttooltopromotelungprotectiveventilationforpossibleacuterespiratorydistresssyndrome AT allenlauren analerttooltopromotelungprotectiveventilationforpossibleacuterespiratorydistresssyndrome AT thronetaylor analerttooltopromotelungprotectiveventilationforpossibleacuterespiratorydistresssyndrome AT jacobsjasonr analerttooltopromotelungprotectiveventilationforpossibleacuterespiratorydistresssyndrome AT carpenterlori analerttooltopromotelungprotectiveventilationforpossibleacuterespiratorydistresssyndrome AT winbergcarrie analerttooltopromotelungprotectiveventilationforpossibleacuterespiratorydistresssyndrome AT johnsonkyle analerttooltopromotelungprotectiveventilationforpossibleacuterespiratorydistresssyndrome AT shresthaneer analerttooltopromotelungprotectiveventilationforpossibleacuterespiratorydistresssyndrome AT ferrarojeffreyp analerttooltopromotelungprotectiveventilationforpossibleacuterespiratorydistresssyndrome AT wolfedoug analerttooltopromotelungprotectiveventilationforpossibleacuterespiratorydistresssyndrome AT peltanithand analerttooltopromotelungprotectiveventilationforpossibleacuterespiratorydistresssyndrome AT srivastavarajendu analerttooltopromotelungprotectiveventilationforpossibleacuterespiratorydistresssyndrome AT grissomcolink analerttooltopromotelungprotectiveventilationforpossibleacuterespiratorydistresssyndrome AT knightonandrewj alerttooltopromotelungprotectiveventilationforpossibleacuterespiratorydistresssyndrome AT kuttlerkathryng alerttooltopromotelungprotectiveventilationforpossibleacuterespiratorydistresssyndrome AT ranadekharkarpallavi alerttooltopromotelungprotectiveventilationforpossibleacuterespiratorydistresssyndrome AT allenlauren alerttooltopromotelungprotectiveventilationforpossibleacuterespiratorydistresssyndrome AT thronetaylor alerttooltopromotelungprotectiveventilationforpossibleacuterespiratorydistresssyndrome AT jacobsjasonr alerttooltopromotelungprotectiveventilationforpossibleacuterespiratorydistresssyndrome AT carpenterlori alerttooltopromotelungprotectiveventilationforpossibleacuterespiratorydistresssyndrome AT winbergcarrie alerttooltopromotelungprotectiveventilationforpossibleacuterespiratorydistresssyndrome AT johnsonkyle alerttooltopromotelungprotectiveventilationforpossibleacuterespiratorydistresssyndrome AT shresthaneer alerttooltopromotelungprotectiveventilationforpossibleacuterespiratorydistresssyndrome AT ferrarojeffreyp alerttooltopromotelungprotectiveventilationforpossibleacuterespiratorydistresssyndrome AT wolfedoug alerttooltopromotelungprotectiveventilationforpossibleacuterespiratorydistresssyndrome AT peltanithand alerttooltopromotelungprotectiveventilationforpossibleacuterespiratorydistresssyndrome AT srivastavarajendu alerttooltopromotelungprotectiveventilationforpossibleacuterespiratorydistresssyndrome AT grissomcolink alerttooltopromotelungprotectiveventilationforpossibleacuterespiratorydistresssyndrome |