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Evidence‐based use of scalable biomarkers to increase diagnostic efficiency and decrease the lifetime costs of autism

Challenges associated with the current screening and diagnostic process for autism spectrum disorder (ASD) in the US cause a significant delay in the initiation of evidence‐based interventions at an early age when treatments are most effective. The present study shows how implementing a second‐order...

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Autores principales: Frazier, Thomas W., Coury, Daniel L., Sohl, Kristin, Wagner, Kayla E., Uhlig, Richard, Hicks, Steven D., Middleton, Frank A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8251791/
https://www.ncbi.nlm.nih.gov/pubmed/33682319
http://dx.doi.org/10.1002/aur.2498
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author Frazier, Thomas W.
Coury, Daniel L.
Sohl, Kristin
Wagner, Kayla E.
Uhlig, Richard
Hicks, Steven D.
Middleton, Frank A.
author_facet Frazier, Thomas W.
Coury, Daniel L.
Sohl, Kristin
Wagner, Kayla E.
Uhlig, Richard
Hicks, Steven D.
Middleton, Frank A.
author_sort Frazier, Thomas W.
collection PubMed
description Challenges associated with the current screening and diagnostic process for autism spectrum disorder (ASD) in the US cause a significant delay in the initiation of evidence‐based interventions at an early age when treatments are most effective. The present study shows how implementing a second‐order diagnostic measure to high risk cases initially flagged positive from screening tools can further inform clinical judgment and substantially improve early identification. We use two example measures for the purposes of this demonstration; a saliva test and eye‐tracking technology, both scalable and easy‐to‐implement biomarkers recently introduced in ASD research. Results of the current cost‐savings analysis indicate that lifetime societal cost savings in special education, medical and residential care are estimated to be nearly $580,000 per ASD child, with annual cost savings in education exceeding $13.3 billion, and annual cost savings in medical and residential care exceeding $23.8 billion (of these, nearly $11.2 billion are attributable to Medicaid). These savings total more than $37 billion/year in societal savings in the US. Initiating appropriate interventions faster and reducing the number of unnecessary diagnostic evaluations can decrease the lifetime costs of ASD to society. We demonstrate the value of implementing a scalable highly accurate diagnostic in terms of cost savings to the US. LAY SUMMARY: This paper demonstrates how biomarkers with high accuracy for detecting autism spectrum disorder (ASD) could be used to increase the efficiency of early diagnosis. Results also show that, if more children with ASD are identified early and referred for early intervention services, the system would realize substantial costs savings across the lifespan.
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spelling pubmed-82517912021-07-07 Evidence‐based use of scalable biomarkers to increase diagnostic efficiency and decrease the lifetime costs of autism Frazier, Thomas W. Coury, Daniel L. Sohl, Kristin Wagner, Kayla E. Uhlig, Richard Hicks, Steven D. Middleton, Frank A. Autism Res PSYCHOLOGY Challenges associated with the current screening and diagnostic process for autism spectrum disorder (ASD) in the US cause a significant delay in the initiation of evidence‐based interventions at an early age when treatments are most effective. The present study shows how implementing a second‐order diagnostic measure to high risk cases initially flagged positive from screening tools can further inform clinical judgment and substantially improve early identification. We use two example measures for the purposes of this demonstration; a saliva test and eye‐tracking technology, both scalable and easy‐to‐implement biomarkers recently introduced in ASD research. Results of the current cost‐savings analysis indicate that lifetime societal cost savings in special education, medical and residential care are estimated to be nearly $580,000 per ASD child, with annual cost savings in education exceeding $13.3 billion, and annual cost savings in medical and residential care exceeding $23.8 billion (of these, nearly $11.2 billion are attributable to Medicaid). These savings total more than $37 billion/year in societal savings in the US. Initiating appropriate interventions faster and reducing the number of unnecessary diagnostic evaluations can decrease the lifetime costs of ASD to society. We demonstrate the value of implementing a scalable highly accurate diagnostic in terms of cost savings to the US. LAY SUMMARY: This paper demonstrates how biomarkers with high accuracy for detecting autism spectrum disorder (ASD) could be used to increase the efficiency of early diagnosis. Results also show that, if more children with ASD are identified early and referred for early intervention services, the system would realize substantial costs savings across the lifespan. John Wiley & Sons, Inc. 2021-03-08 2021-06 /pmc/articles/PMC8251791/ /pubmed/33682319 http://dx.doi.org/10.1002/aur.2498 Text en © 2021 The Authors. Autism Research published by International Society for Autism Research published by Wiley Periodicals LLC. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle PSYCHOLOGY
Frazier, Thomas W.
Coury, Daniel L.
Sohl, Kristin
Wagner, Kayla E.
Uhlig, Richard
Hicks, Steven D.
Middleton, Frank A.
Evidence‐based use of scalable biomarkers to increase diagnostic efficiency and decrease the lifetime costs of autism
title Evidence‐based use of scalable biomarkers to increase diagnostic efficiency and decrease the lifetime costs of autism
title_full Evidence‐based use of scalable biomarkers to increase diagnostic efficiency and decrease the lifetime costs of autism
title_fullStr Evidence‐based use of scalable biomarkers to increase diagnostic efficiency and decrease the lifetime costs of autism
title_full_unstemmed Evidence‐based use of scalable biomarkers to increase diagnostic efficiency and decrease the lifetime costs of autism
title_short Evidence‐based use of scalable biomarkers to increase diagnostic efficiency and decrease the lifetime costs of autism
title_sort evidence‐based use of scalable biomarkers to increase diagnostic efficiency and decrease the lifetime costs of autism
topic PSYCHOLOGY
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8251791/
https://www.ncbi.nlm.nih.gov/pubmed/33682319
http://dx.doi.org/10.1002/aur.2498
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