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How do we measure organisational wellness? Development of a comprehensive patient-centred and employee-centred visual analytical solution

BACKGROUND: Dashboards are visual information systems frequently employed by healthcare organisations to track key quality improvement and patient safety performance metrics. The typical healthcare dashboard focuses on specific metrics, disease processes or units within a larger healthcare organisat...

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Autores principales: Watkins, Scott Christopher, Hammerschmidt, Christine, Gray, Geoffrey M, Green, Angela, Varughese, Anna, Ahumada, Luis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9723824/
https://www.ncbi.nlm.nih.gov/pubmed/36588304
http://dx.doi.org/10.1136/bmjoq-2022-002081
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author Watkins, Scott Christopher
Hammerschmidt, Christine
Gray, Geoffrey M
Green, Angela
Varughese, Anna
Ahumada, Luis
author_facet Watkins, Scott Christopher
Hammerschmidt, Christine
Gray, Geoffrey M
Green, Angela
Varughese, Anna
Ahumada, Luis
author_sort Watkins, Scott Christopher
collection PubMed
description BACKGROUND: Dashboards are visual information systems frequently employed by healthcare organisations to track key quality improvement and patient safety performance metrics. The typical healthcare dashboard focuses on specific metrics, disease processes or units within a larger healthcare organisation. Here, we describe the development of a visual analytical solution (keystone dashboard) for monitoring an entire healthcare organisation. METHODS: The improvement team reviewed and assessed various data sources across the organisation and selected a group of patient and employee related metrics that afforded a broad overview of the organisation’s well-being. Metrics spanned the organisation and included data from patient safety, quality improvement, human resources, risk management and medical staff affairs. Each metric was assigned a numeric weight that correlated with its impact. A visual model incorporating the various data fields was then constructed. RESULTS: The keystone dashboard incorporates a data heatmap and density visualisation to emphasis areas of higher density and/or weighted values. The heatmap is used to indicate the weight/magnitude of each metric within a data range in two dimensions: location and time. The visualisation ‘heats up’ depending on the combination of counts events and their assigned impact for the reporting month. Most data sources update in near real time. SUMMARY: The keystone dashboard serves as a comprehensive and collaborative integration of data from patient safety, quality improvement, human resources, risk management and medical staff affairs. This visual analytical solution incorporates and analyses metrics into a single view with the intent of providing valuable insight into the health of an entire organisation. This dashboard is unique as it provides a broad overview of a healthcare organisation by incorporating key metrics that span the organisation.
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spelling pubmed-97238242022-12-07 How do we measure organisational wellness? Development of a comprehensive patient-centred and employee-centred visual analytical solution Watkins, Scott Christopher Hammerschmidt, Christine Gray, Geoffrey M Green, Angela Varughese, Anna Ahumada, Luis BMJ Open Qual Quality Improvement Report BACKGROUND: Dashboards are visual information systems frequently employed by healthcare organisations to track key quality improvement and patient safety performance metrics. The typical healthcare dashboard focuses on specific metrics, disease processes or units within a larger healthcare organisation. Here, we describe the development of a visual analytical solution (keystone dashboard) for monitoring an entire healthcare organisation. METHODS: The improvement team reviewed and assessed various data sources across the organisation and selected a group of patient and employee related metrics that afforded a broad overview of the organisation’s well-being. Metrics spanned the organisation and included data from patient safety, quality improvement, human resources, risk management and medical staff affairs. Each metric was assigned a numeric weight that correlated with its impact. A visual model incorporating the various data fields was then constructed. RESULTS: The keystone dashboard incorporates a data heatmap and density visualisation to emphasis areas of higher density and/or weighted values. The heatmap is used to indicate the weight/magnitude of each metric within a data range in two dimensions: location and time. The visualisation ‘heats up’ depending on the combination of counts events and their assigned impact for the reporting month. Most data sources update in near real time. SUMMARY: The keystone dashboard serves as a comprehensive and collaborative integration of data from patient safety, quality improvement, human resources, risk management and medical staff affairs. This visual analytical solution incorporates and analyses metrics into a single view with the intent of providing valuable insight into the health of an entire organisation. This dashboard is unique as it provides a broad overview of a healthcare organisation by incorporating key metrics that span the organisation. BMJ Publishing Group 2022-12-05 /pmc/articles/PMC9723824/ /pubmed/36588304 http://dx.doi.org/10.1136/bmjoq-2022-002081 Text en © Author(s) (or their employer(s)) 2022. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) .
spellingShingle Quality Improvement Report
Watkins, Scott Christopher
Hammerschmidt, Christine
Gray, Geoffrey M
Green, Angela
Varughese, Anna
Ahumada, Luis
How do we measure organisational wellness? Development of a comprehensive patient-centred and employee-centred visual analytical solution
title How do we measure organisational wellness? Development of a comprehensive patient-centred and employee-centred visual analytical solution
title_full How do we measure organisational wellness? Development of a comprehensive patient-centred and employee-centred visual analytical solution
title_fullStr How do we measure organisational wellness? Development of a comprehensive patient-centred and employee-centred visual analytical solution
title_full_unstemmed How do we measure organisational wellness? Development of a comprehensive patient-centred and employee-centred visual analytical solution
title_short How do we measure organisational wellness? Development of a comprehensive patient-centred and employee-centred visual analytical solution
title_sort how do we measure organisational wellness? development of a comprehensive patient-centred and employee-centred visual analytical solution
topic Quality Improvement Report
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9723824/
https://www.ncbi.nlm.nih.gov/pubmed/36588304
http://dx.doi.org/10.1136/bmjoq-2022-002081
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