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Clinical Decision Support May Link Multiple Domains to Improve Patient Care: Viewpoint

Integrating clinical decision support (CDS) across the continuum of population-, encounter-, and precision-level care domains may improve hospital and clinic workflow efficiency. Due to the diversity and volume of electronic health record data, complexity of medical and operational knowledge, and sp...

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Detalles Bibliográficos
Autores principales: Kao, David, Larson, Cynthia, Fletcher, Dana, Stegner, Kris
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7600021/
https://www.ncbi.nlm.nih.gov/pubmed/33064106
http://dx.doi.org/10.2196/20265
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author Kao, David
Larson, Cynthia
Fletcher, Dana
Stegner, Kris
author_facet Kao, David
Larson, Cynthia
Fletcher, Dana
Stegner, Kris
author_sort Kao, David
collection PubMed
description Integrating clinical decision support (CDS) across the continuum of population-, encounter-, and precision-level care domains may improve hospital and clinic workflow efficiency. Due to the diversity and volume of electronic health record data, complexity of medical and operational knowledge, and specifics of target user workflows, the development and implementation of comprehensive CDS is challenging. Additionally, many providers have an incomplete understanding of the full capabilities of current CDS to potentially improve the quality and efficiency of care delivery. These varied requirements necessitate a multidisciplinary team approach to CDS development for successful integration. Here, we present a practical overview of current and evolving applications of CDS approaches in a large academic setting and discuss the successes and challenges. We demonstrate that implementing CDS tools in the context of linked population-, encounter-, and precision-level care provides an opportunity to integrate complex algorithms at each level into a unified mechanism to improve patient management.
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spelling pubmed-76000212020-11-02 Clinical Decision Support May Link Multiple Domains to Improve Patient Care: Viewpoint Kao, David Larson, Cynthia Fletcher, Dana Stegner, Kris JMIR Med Inform Viewpoint Integrating clinical decision support (CDS) across the continuum of population-, encounter-, and precision-level care domains may improve hospital and clinic workflow efficiency. Due to the diversity and volume of electronic health record data, complexity of medical and operational knowledge, and specifics of target user workflows, the development and implementation of comprehensive CDS is challenging. Additionally, many providers have an incomplete understanding of the full capabilities of current CDS to potentially improve the quality and efficiency of care delivery. These varied requirements necessitate a multidisciplinary team approach to CDS development for successful integration. Here, we present a practical overview of current and evolving applications of CDS approaches in a large academic setting and discuss the successes and challenges. We demonstrate that implementing CDS tools in the context of linked population-, encounter-, and precision-level care provides an opportunity to integrate complex algorithms at each level into a unified mechanism to improve patient management. JMIR Publications 2020-10-16 /pmc/articles/PMC7600021/ /pubmed/33064106 http://dx.doi.org/10.2196/20265 Text en ©David Kao, Cynthia Larson, Dana Fletcher, Kris Stegner. Originally published in JMIR Medical Informatics (http://medinform.jmir.org), 16.10.2020. 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 Medical Informatics, is properly cited. The complete bibliographic information, a link to the original publication on http://medinform.jmir.org/, as well as this copyright and license information must be included.
spellingShingle Viewpoint
Kao, David
Larson, Cynthia
Fletcher, Dana
Stegner, Kris
Clinical Decision Support May Link Multiple Domains to Improve Patient Care: Viewpoint
title Clinical Decision Support May Link Multiple Domains to Improve Patient Care: Viewpoint
title_full Clinical Decision Support May Link Multiple Domains to Improve Patient Care: Viewpoint
title_fullStr Clinical Decision Support May Link Multiple Domains to Improve Patient Care: Viewpoint
title_full_unstemmed Clinical Decision Support May Link Multiple Domains to Improve Patient Care: Viewpoint
title_short Clinical Decision Support May Link Multiple Domains to Improve Patient Care: Viewpoint
title_sort clinical decision support may link multiple domains to improve patient care: viewpoint
topic Viewpoint
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7600021/
https://www.ncbi.nlm.nih.gov/pubmed/33064106
http://dx.doi.org/10.2196/20265
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