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Requirements for a Dashboard to Support Quality Improvement Teams in Pain Management
Pain management is often considered lower priority than many other aspects of health management in hospitals. However, there is potential for Quality Improvement (QI) teams to improve pain management by visualising and exploring pain data sets. Although dashboards are already used by QI teams in hos...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8567310/ https://www.ncbi.nlm.nih.gov/pubmed/34746769 http://dx.doi.org/10.3389/fdata.2021.654914 |
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author | Opie, Jeremy Bellio, Maura Williams, Rachel Sussman, Maya Voegele, Petra Welch, John Blandford, Ann |
author_facet | Opie, Jeremy Bellio, Maura Williams, Rachel Sussman, Maya Voegele, Petra Welch, John Blandford, Ann |
author_sort | Opie, Jeremy |
collection | PubMed |
description | Pain management is often considered lower priority than many other aspects of health management in hospitals. However, there is potential for Quality Improvement (QI) teams to improve pain management by visualising and exploring pain data sets. Although dashboards are already used by QI teams in hospitals, there is limited evidence of teams accessing visualisations to support their decision making. This study aims to identify the needs of the QI team in a UK Critical Care Unit (CCU) and develop dashboards that visualise longitudinal data on the efficacy of patient pain management to assist the team in making informed decisions to improve pain management within the CCU. This research is based on an analysis of transcripts of interviews with healthcare professionals with a variety of roles in the CCU and their evaluation of probes. We identified two key uses of pain data: direct patient care (focusing on individual patient data) and QI (aggregating data across the CCU and over time); in this paper, we focus on the QI role. We have identified how CCU staff currently interpret information and determine what supplementary information can better inform their decision making and support sensemaking. From these, a set of data visualisations has been proposed, for integration with the hospital electronic health record. These visualisations are being iteratively refined in collaboration with CCU staff and technical staff responsible for maintaining the electronic health record. The paper presents user requirements for QI in pain management and a set of visualisations, including the design rationale behind the various methods proposed for visualising and exploring pain data using dashboards. |
format | Online Article Text |
id | pubmed-8567310 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-85673102021-11-05 Requirements for a Dashboard to Support Quality Improvement Teams in Pain Management Opie, Jeremy Bellio, Maura Williams, Rachel Sussman, Maya Voegele, Petra Welch, John Blandford, Ann Front Big Data Big Data Pain management is often considered lower priority than many other aspects of health management in hospitals. However, there is potential for Quality Improvement (QI) teams to improve pain management by visualising and exploring pain data sets. Although dashboards are already used by QI teams in hospitals, there is limited evidence of teams accessing visualisations to support their decision making. This study aims to identify the needs of the QI team in a UK Critical Care Unit (CCU) and develop dashboards that visualise longitudinal data on the efficacy of patient pain management to assist the team in making informed decisions to improve pain management within the CCU. This research is based on an analysis of transcripts of interviews with healthcare professionals with a variety of roles in the CCU and their evaluation of probes. We identified two key uses of pain data: direct patient care (focusing on individual patient data) and QI (aggregating data across the CCU and over time); in this paper, we focus on the QI role. We have identified how CCU staff currently interpret information and determine what supplementary information can better inform their decision making and support sensemaking. From these, a set of data visualisations has been proposed, for integration with the hospital electronic health record. These visualisations are being iteratively refined in collaboration with CCU staff and technical staff responsible for maintaining the electronic health record. The paper presents user requirements for QI in pain management and a set of visualisations, including the design rationale behind the various methods proposed for visualising and exploring pain data using dashboards. Frontiers Media S.A. 2021-05-14 /pmc/articles/PMC8567310/ /pubmed/34746769 http://dx.doi.org/10.3389/fdata.2021.654914 Text en Copyright © 2021 Opie, Bellio, Williams, Sussman, Voegele, Welch and Blandford. 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 | Big Data Opie, Jeremy Bellio, Maura Williams, Rachel Sussman, Maya Voegele, Petra Welch, John Blandford, Ann Requirements for a Dashboard to Support Quality Improvement Teams in Pain Management |
title | Requirements for a Dashboard to Support Quality Improvement Teams in Pain Management |
title_full | Requirements for a Dashboard to Support Quality Improvement Teams in Pain Management |
title_fullStr | Requirements for a Dashboard to Support Quality Improvement Teams in Pain Management |
title_full_unstemmed | Requirements for a Dashboard to Support Quality Improvement Teams in Pain Management |
title_short | Requirements for a Dashboard to Support Quality Improvement Teams in Pain Management |
title_sort | requirements for a dashboard to support quality improvement teams in pain management |
topic | Big Data |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8567310/ https://www.ncbi.nlm.nih.gov/pubmed/34746769 http://dx.doi.org/10.3389/fdata.2021.654914 |
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