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Modeling the costs of clinical decision support for genomic precision medicine
Clinical decision support (CDS) within the electronic health record represents a promising mechanism to provide important genomic findings within clinical workflows. To better understand the current and possible future costs of genomic CDS, we leveraged our local CDS experience to assemble a simple...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Medical Informatics Association
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5001767/ https://www.ncbi.nlm.nih.gov/pubmed/27570652 |
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author | Mathias, Patrick C. Tarczy-Hornoch, Peter Shirts, Brian H. |
author_facet | Mathias, Patrick C. Tarczy-Hornoch, Peter Shirts, Brian H. |
author_sort | Mathias, Patrick C. |
collection | PubMed |
description | Clinical decision support (CDS) within the electronic health record represents a promising mechanism to provide important genomic findings within clinical workflows. To better understand the current and possible future costs of genomic CDS, we leveraged our local CDS experience to assemble a simple model with inputs such as initial cost and numbers of patients, rules, and institutions. Our model assumed efficiencies of scale and allowed us to perform a one-way sensitivity analysis of the impact of each model input. The number of patients with genomic results per institution was the only single variable that could decrease the cost of CDS per useful alert below projected genomic sequencing costs. Because of the prohibitive upfront cost of sequencing large numbers of individuals, increasing the number of institutions using genomic CDS and improving the efficiency of sharing CDS infrastructure represent the most promising paths to making genomic CDS cost-effective. |
format | Online Article Text |
id | pubmed-5001767 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | American Medical Informatics Association |
record_format | MEDLINE/PubMed |
spelling | pubmed-50017672016-08-26 Modeling the costs of clinical decision support for genomic precision medicine Mathias, Patrick C. Tarczy-Hornoch, Peter Shirts, Brian H. AMIA Jt Summits Transl Sci Proc Articles Clinical decision support (CDS) within the electronic health record represents a promising mechanism to provide important genomic findings within clinical workflows. To better understand the current and possible future costs of genomic CDS, we leveraged our local CDS experience to assemble a simple model with inputs such as initial cost and numbers of patients, rules, and institutions. Our model assumed efficiencies of scale and allowed us to perform a one-way sensitivity analysis of the impact of each model input. The number of patients with genomic results per institution was the only single variable that could decrease the cost of CDS per useful alert below projected genomic sequencing costs. Because of the prohibitive upfront cost of sequencing large numbers of individuals, increasing the number of institutions using genomic CDS and improving the efficiency of sharing CDS infrastructure represent the most promising paths to making genomic CDS cost-effective. American Medical Informatics Association 2016-07-20 /pmc/articles/PMC5001767/ /pubmed/27570652 Text en ©2016 AMIA - All rights reserved. This is an Open Access article: verbatim copying and redistribution of this article are permitted in all media for any purpose |
spellingShingle | Articles Mathias, Patrick C. Tarczy-Hornoch, Peter Shirts, Brian H. Modeling the costs of clinical decision support for genomic precision medicine |
title | Modeling the costs of clinical decision support for genomic precision medicine |
title_full | Modeling the costs of clinical decision support for genomic precision medicine |
title_fullStr | Modeling the costs of clinical decision support for genomic precision medicine |
title_full_unstemmed | Modeling the costs of clinical decision support for genomic precision medicine |
title_short | Modeling the costs of clinical decision support for genomic precision medicine |
title_sort | modeling the costs of clinical decision support for genomic precision medicine |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5001767/ https://www.ncbi.nlm.nih.gov/pubmed/27570652 |
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