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Dashboards in Health Care Settings: Protocol for a Scoping Review
BACKGROUND: Health care organizations increasingly depend on business intelligence tools, including “dashboards,” to capture, analyze, and present data on performance metrics. Ideally, dashboards allow users to quickly visualize actionable data to inform and optimize clinical and organizational perf...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8928055/ https://www.ncbi.nlm.nih.gov/pubmed/35234650 http://dx.doi.org/10.2196/34894 |
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author | Helminski, Danielle Kurlander, Jacob E Renji, Anjana Deep Sussman, Jeremy B Pfeiffer, Paul N Conte, Marisa L Gadabu, Oliver J Kokaly, Alex N Goldberg, Rebecca Ranusch, Allison Damschroder, Laura J Landis-Lewis, Zach |
author_facet | Helminski, Danielle Kurlander, Jacob E Renji, Anjana Deep Sussman, Jeremy B Pfeiffer, Paul N Conte, Marisa L Gadabu, Oliver J Kokaly, Alex N Goldberg, Rebecca Ranusch, Allison Damschroder, Laura J Landis-Lewis, Zach |
author_sort | Helminski, Danielle |
collection | PubMed |
description | BACKGROUND: Health care organizations increasingly depend on business intelligence tools, including “dashboards,” to capture, analyze, and present data on performance metrics. Ideally, dashboards allow users to quickly visualize actionable data to inform and optimize clinical and organizational performance. In reality, dashboards are typically embedded in complex health care organizations with massive data streams and end users with distinct needs. Thus, designing effective dashboards is a challenging task and theoretical underpinnings of health care dashboards are poorly characterized; even the concept of the dashboard remains ill-defined. Researchers, informaticists, clinical managers, and health care administrators will benefit from a clearer understanding of how dashboards have been developed, implemented, and evaluated, and how the design, end user, and context influence their uptake and effectiveness. OBJECTIVE: This scoping review first aims to survey the vast published literature of “dashboards” to describe where, why, and for whom they are used in health care settings, as well as how they are developed, implemented, and evaluated. Further, we will examine how dashboard design and content is informed by intended purpose and end users. METHODS: In July 2020, we searched MEDLINE, Embase, Web of Science, and the Cochrane Library for peer-reviewed literature using a targeted strategy developed with a research librarian and retrieved 5188 results. Following deduplication, 3306 studies were screened in duplicate for title and abstract. Any abstracts mentioning a health care dashboard were retrieved in full text and are undergoing duplicate review for eligibility. Articles will be included for data extraction and analysis if they describe the development, implementation, or evaluation of a dashboard that was successfully used in routine workflow. Articles will be excluded if they were published before 2015, the full text is unavailable, they are in a non-English language, or they describe dashboards used for public health tracking, in settings where direct patient care is not provided, or in undergraduate medical education. Any discrepancies in eligibility determination will be adjudicated by a third reviewer. We chose to focus on articles published after 2015 and those that describe dashboards that were successfully used in routine practice to identify the most recent and relevant literature to support future dashboard development in the rapidly evolving field of health care informatics. RESULTS: All articles have undergone dual review for title and abstract, with a total of 2019 articles mentioning use of a health care dashboard retrieved in full text for further review. We are currently reviewing all full-text articles in duplicate. We aim to publish findings by mid-2022. Findings will be reported following guidance from the PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews) checklist. CONCLUSIONS: This scoping review will provide stakeholders with an overview of existing dashboard tools, highlighting the ways in which dashboards have been developed, implemented, and evaluated in different settings and for different end user groups, and identify potential research gaps. Findings will guide efforts to design and use dashboards in the health care sector more effectively. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): DERR1-10.2196/34894 |
format | Online Article Text |
id | pubmed-8928055 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | JMIR Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-89280552022-03-18 Dashboards in Health Care Settings: Protocol for a Scoping Review Helminski, Danielle Kurlander, Jacob E Renji, Anjana Deep Sussman, Jeremy B Pfeiffer, Paul N Conte, Marisa L Gadabu, Oliver J Kokaly, Alex N Goldberg, Rebecca Ranusch, Allison Damschroder, Laura J Landis-Lewis, Zach JMIR Res Protoc Protocol BACKGROUND: Health care organizations increasingly depend on business intelligence tools, including “dashboards,” to capture, analyze, and present data on performance metrics. Ideally, dashboards allow users to quickly visualize actionable data to inform and optimize clinical and organizational performance. In reality, dashboards are typically embedded in complex health care organizations with massive data streams and end users with distinct needs. Thus, designing effective dashboards is a challenging task and theoretical underpinnings of health care dashboards are poorly characterized; even the concept of the dashboard remains ill-defined. Researchers, informaticists, clinical managers, and health care administrators will benefit from a clearer understanding of how dashboards have been developed, implemented, and evaluated, and how the design, end user, and context influence their uptake and effectiveness. OBJECTIVE: This scoping review first aims to survey the vast published literature of “dashboards” to describe where, why, and for whom they are used in health care settings, as well as how they are developed, implemented, and evaluated. Further, we will examine how dashboard design and content is informed by intended purpose and end users. METHODS: In July 2020, we searched MEDLINE, Embase, Web of Science, and the Cochrane Library for peer-reviewed literature using a targeted strategy developed with a research librarian and retrieved 5188 results. Following deduplication, 3306 studies were screened in duplicate for title and abstract. Any abstracts mentioning a health care dashboard were retrieved in full text and are undergoing duplicate review for eligibility. Articles will be included for data extraction and analysis if they describe the development, implementation, or evaluation of a dashboard that was successfully used in routine workflow. Articles will be excluded if they were published before 2015, the full text is unavailable, they are in a non-English language, or they describe dashboards used for public health tracking, in settings where direct patient care is not provided, or in undergraduate medical education. Any discrepancies in eligibility determination will be adjudicated by a third reviewer. We chose to focus on articles published after 2015 and those that describe dashboards that were successfully used in routine practice to identify the most recent and relevant literature to support future dashboard development in the rapidly evolving field of health care informatics. RESULTS: All articles have undergone dual review for title and abstract, with a total of 2019 articles mentioning use of a health care dashboard retrieved in full text for further review. We are currently reviewing all full-text articles in duplicate. We aim to publish findings by mid-2022. Findings will be reported following guidance from the PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews) checklist. CONCLUSIONS: This scoping review will provide stakeholders with an overview of existing dashboard tools, highlighting the ways in which dashboards have been developed, implemented, and evaluated in different settings and for different end user groups, and identify potential research gaps. Findings will guide efforts to design and use dashboards in the health care sector more effectively. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): DERR1-10.2196/34894 JMIR Publications 2022-03-02 /pmc/articles/PMC8928055/ /pubmed/35234650 http://dx.doi.org/10.2196/34894 Text en ©Danielle Helminski, Jacob E Kurlander, Anjana Deep Renji, Jeremy B Sussman, Paul N Pfeiffer, Marisa L Conte, Oliver J Gadabu, Alex N Kokaly, Rebecca Goldberg, Allison Ranusch, Laura J Damschroder, Zach Landis-Lewis. Originally published in JMIR Research Protocols (https://www.researchprotocols.org), 02.03.2022. 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 use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Research Protocols, is properly cited. The complete bibliographic information, a link to the original publication on https://www.researchprotocols.org, as well as this copyright and license information must be included. |
spellingShingle | Protocol Helminski, Danielle Kurlander, Jacob E Renji, Anjana Deep Sussman, Jeremy B Pfeiffer, Paul N Conte, Marisa L Gadabu, Oliver J Kokaly, Alex N Goldberg, Rebecca Ranusch, Allison Damschroder, Laura J Landis-Lewis, Zach Dashboards in Health Care Settings: Protocol for a Scoping Review |
title | Dashboards in Health Care Settings: Protocol for a Scoping Review |
title_full | Dashboards in Health Care Settings: Protocol for a Scoping Review |
title_fullStr | Dashboards in Health Care Settings: Protocol for a Scoping Review |
title_full_unstemmed | Dashboards in Health Care Settings: Protocol for a Scoping Review |
title_short | Dashboards in Health Care Settings: Protocol for a Scoping Review |
title_sort | dashboards in health care settings: protocol for a scoping review |
topic | Protocol |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8928055/ https://www.ncbi.nlm.nih.gov/pubmed/35234650 http://dx.doi.org/10.2196/34894 |
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