dc.contributor.author
Deffland, Marc
dc.contributor.author
Spies, Claudia
dc.contributor.author
Weiss, Bjoern
dc.contributor.author
Keller, Niklas
dc.contributor.author
Jenny, Mirjam
dc.contributor.author
Kruppa, Jochen
dc.contributor.author
Balzer, Felix
dc.date.accessioned
2020-10-29T08:42:21Z
dc.date.available
2020-10-29T08:42:21Z
dc.identifier.uri
https://refubium.fu-berlin.de/handle/fub188/28671
dc.identifier.uri
http://dx.doi.org/10.17169/refubium-28419
dc.description.abstract
Background:
Significant improvements in clinical outcome can be achieved by implementing effective strategies to optimise pain management, reduce sedative exposure, and prevent and treat delirium in ICU patients. One important strategy is the monitoring of pain, agitation and delirium (PAD bundle). We hypothesised that there is no sufficient financial benefit to implement a monitoring strategy in a Diagnosis Related Group (DRG)-based reimbursement system, therefore we expected better clinical and decreased economic outcome for monitored patients.
Methods:
This is a retrospective observational study using routinely collected data. We used univariate and multiple linear analysis, machine-learning analysis and a novel correlation statistic (maximal information coefficient) to explore the association between monitoring adherence and resulting clinical and economic outcome. For univariate analysis we split patients in an adherence achieved and an adherence non-achieved group.
Results:
In total 1,323 adult patients from two campuses of a German tertiary medical centre, who spent at least one day in the ICU between admission and discharge between 1. January 2016 and 31. December 2016. Adherence to PAD monitoring was associated with shorter hospital LoS (e.g. pain monitoring 13 vs. 10 days; p<0.001), ICU LoS, duration of mechanical ventilation shown by univariate analysis. Despite the improved clinical outcome, adherence to PAD elements was associated with a decreased case mix per day and profit per day shown by univariate analysis. Multiple linear analysis did not confirm these results. PAD monitoring is important for clinical as well as economic outcome and predicted case mix better than severity of illness shown by machine learning analysis.
Conclusion:
Adherence to PAD bundles is also important for clinical as well as economic outcome. It is associated with improved clinical and worse economic outcome in comparison to non-adherence in univariate analysis but not confirmed by multiple linear analysis.
Trial registration:
clinicaltrials.gov NCT02265263, Registered 15 October 2014.
en
dc.rights.uri
https://creativecommons.org/licenses/by/4.0/
dc.subject
Disease Management
en
dc.subject
Hypnotics and Sedatives
en
dc.subject
Intensive Care Units
en
dc.subject
Pain Management
en
dc.subject
Retrospective Studies
en
dc.subject.ddc
600 Technik, Medizin, angewandte Wissenschaften::610 Medizin und Gesundheit::610 Medizin und Gesundheit
dc.title
Effects of pain, sedation and delirium monitoring on clinical and economic outcome: A retrospective study
dc.type
Wissenschaftlicher Artikel
dcterms.bibliographicCitation.articlenumber
e0234801
dcterms.bibliographicCitation.doi
10.1371/journal.pone.0234801
dcterms.bibliographicCitation.journaltitle
PLOS ONE
dcterms.bibliographicCitation.number
9
dcterms.bibliographicCitation.originalpublishername
Public Library of Science (PLoS)
dcterms.bibliographicCitation.volume
15
refubium.affiliation
Charité - Universitätsmedizin Berlin
refubium.resourceType.isindependentpub
no
dcterms.accessRights.openaire
open access
dcterms.bibliographicCitation.pmid
32877411
dcterms.isPartOf.eissn
1932-6203