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Mapping progress in intravascular catheter quality surveillance: An Australian case study of electronic medical record data linkage
BACKGROUND AND SIGNIFICANCE: Intravascular (IV) catheters are the most invasive medical device in healthcare. Localized priority-setting related to IV catheter quality surveillance is a key objective of recent healthcare reform in Australia. We sought to determine the plausibility of using electroni...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9403736/ https://www.ncbi.nlm.nih.gov/pubmed/36035426 http://dx.doi.org/10.3389/fmed.2022.962130 |
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author | Schults, Jessica A. Ball, Daner L. Sullivan, Clair Rossow, Nick Ray-Barruel, Gillian Walker, Rachel M. Stantic, Bela Rickard, Claire M. |
author_facet | Schults, Jessica A. Ball, Daner L. Sullivan, Clair Rossow, Nick Ray-Barruel, Gillian Walker, Rachel M. Stantic, Bela Rickard, Claire M. |
author_sort | Schults, Jessica A. |
collection | PubMed |
description | BACKGROUND AND SIGNIFICANCE: Intravascular (IV) catheters are the most invasive medical device in healthcare. Localized priority-setting related to IV catheter quality surveillance is a key objective of recent healthcare reform in Australia. We sought to determine the plausibility of using electronic health record (EHR) data for catheter surveillance by mapping currently available data across state-wide platforms. This work has identified barriers and facilitators to a state-wide EHR surveillance initiative. MATERIALS AND METHODS: Data variables were generated and mapped from routinely used EHR sources across Queensland, Australia through a systematic search of gray literature and expert consultation with clinical information specialists. EHR systems were eligible for inclusion if they collected data related to IV catheter insertion, care, or outcomes of hospitalized patients. Generated variables were mapped against international recommendations for IV catheter surveillance, with data linkage and data export capacity narratively summarized. RESULTS: We identified five EHR systems, namely, iEMR, MetaVision ICU(®), Multiprac, RiskMan, and the Nephrology Registry. Systems were used across jurisdictions and hospital wards. Data linkage was not evident across systems. Extraction processes for catheter data were not standardized, lacking clear and reliable extraction techniques. In combination, EHR systems collected 43/50 international variables recommended for catheter surveillance, however, individual systems collected a median of 24/50 (IQR 22, 30) variables. We did not identify integrated clinical analytic systems (incorporating machine learning) to support clinical decision making or for risk stratification (e.g., catheter-related infection). CONCLUSION: Current data linkage across EHR systems limits the development of an IV catheter quality surveillance system to provide timely data related to catheter complications and harm. To facilitate reliable and timely surveillance of catheter outcomes using clinical informatics, substantial work is needed to overcome existing barriers and transform health surveillance. |
format | Online Article Text |
id | pubmed-9403736 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-94037362022-08-26 Mapping progress in intravascular catheter quality surveillance: An Australian case study of electronic medical record data linkage Schults, Jessica A. Ball, Daner L. Sullivan, Clair Rossow, Nick Ray-Barruel, Gillian Walker, Rachel M. Stantic, Bela Rickard, Claire M. Front Med (Lausanne) Medicine BACKGROUND AND SIGNIFICANCE: Intravascular (IV) catheters are the most invasive medical device in healthcare. Localized priority-setting related to IV catheter quality surveillance is a key objective of recent healthcare reform in Australia. We sought to determine the plausibility of using electronic health record (EHR) data for catheter surveillance by mapping currently available data across state-wide platforms. This work has identified barriers and facilitators to a state-wide EHR surveillance initiative. MATERIALS AND METHODS: Data variables were generated and mapped from routinely used EHR sources across Queensland, Australia through a systematic search of gray literature and expert consultation with clinical information specialists. EHR systems were eligible for inclusion if they collected data related to IV catheter insertion, care, or outcomes of hospitalized patients. Generated variables were mapped against international recommendations for IV catheter surveillance, with data linkage and data export capacity narratively summarized. RESULTS: We identified five EHR systems, namely, iEMR, MetaVision ICU(®), Multiprac, RiskMan, and the Nephrology Registry. Systems were used across jurisdictions and hospital wards. Data linkage was not evident across systems. Extraction processes for catheter data were not standardized, lacking clear and reliable extraction techniques. In combination, EHR systems collected 43/50 international variables recommended for catheter surveillance, however, individual systems collected a median of 24/50 (IQR 22, 30) variables. We did not identify integrated clinical analytic systems (incorporating machine learning) to support clinical decision making or for risk stratification (e.g., catheter-related infection). CONCLUSION: Current data linkage across EHR systems limits the development of an IV catheter quality surveillance system to provide timely data related to catheter complications and harm. To facilitate reliable and timely surveillance of catheter outcomes using clinical informatics, substantial work is needed to overcome existing barriers and transform health surveillance. Frontiers Media S.A. 2022-08-11 /pmc/articles/PMC9403736/ /pubmed/36035426 http://dx.doi.org/10.3389/fmed.2022.962130 Text en Copyright © 2022 Schults, Ball, Sullivan, Rossow, Ray-Barruel, Walker, Stantic and Rickard. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Medicine Schults, Jessica A. Ball, Daner L. Sullivan, Clair Rossow, Nick Ray-Barruel, Gillian Walker, Rachel M. Stantic, Bela Rickard, Claire M. Mapping progress in intravascular catheter quality surveillance: An Australian case study of electronic medical record data linkage |
title | Mapping progress in intravascular catheter quality surveillance: An Australian case study of electronic medical record data linkage |
title_full | Mapping progress in intravascular catheter quality surveillance: An Australian case study of electronic medical record data linkage |
title_fullStr | Mapping progress in intravascular catheter quality surveillance: An Australian case study of electronic medical record data linkage |
title_full_unstemmed | Mapping progress in intravascular catheter quality surveillance: An Australian case study of electronic medical record data linkage |
title_short | Mapping progress in intravascular catheter quality surveillance: An Australian case study of electronic medical record data linkage |
title_sort | mapping progress in intravascular catheter quality surveillance: an australian case study of electronic medical record data linkage |
topic | Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9403736/ https://www.ncbi.nlm.nih.gov/pubmed/36035426 http://dx.doi.org/10.3389/fmed.2022.962130 |
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