Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Mathias, Patrick C., Tarczy-Hornoch, Peter, Shirts, Brian H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Medical Informatics Association 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5001767/
https://www.ncbi.nlm.nih.gov/pubmed/27570652
_version_ 1782450480394272768
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
work_keys_str_mv AT mathiaspatrickc modelingthecostsofclinicaldecisionsupportforgenomicprecisionmedicine
AT tarczyhornochpeter modelingthecostsofclinicaldecisionsupportforgenomicprecisionmedicine
AT shirtsbrianh modelingthecostsofclinicaldecisionsupportforgenomicprecisionmedicine