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Real World Performance of the 21st Century Cures Act Population Level Application Programming Interface

OBJECTIVE. To evaluate the real-world performance in delivering patient data on populations, of the SMART/HL7 Bulk FHIR Access API, required in Electronic Health Records (EHRs) under the 21st Century Cures Act Rule. MATERIALS AND METHODS. We used an open-source Bulk FHIR Testing Suite at five health...

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Autores principales: Jones, James R., Gottlieb, Daniel, McMurry, Andrew J., Atreja, Ashish, Desai, Pankaja M., Dixon, Brian E., Payne, Philip R.O., Saldanha, Anil J., Shankar, Prabhu, Solad, Yauheni, Wilcox, Adam B., Ali, Momeena S., Kang, Eugene, Martin, Andrew M., Sprouse, Elizabeth, Taylor, David, Terry, Michael, Ignatov, Vladimir, Mandl, Kenneth D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10593080/
https://www.ncbi.nlm.nih.gov/pubmed/37873390
http://dx.doi.org/10.1101/2023.10.05.23296560
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author Jones, James R.
Gottlieb, Daniel
McMurry, Andrew J.
Atreja, Ashish
Desai, Pankaja M.
Dixon, Brian E.
Payne, Philip R.O.
Saldanha, Anil J.
Shankar, Prabhu
Solad, Yauheni
Wilcox, Adam B.
Ali, Momeena S.
Kang, Eugene
Martin, Andrew M.
Sprouse, Elizabeth
Taylor, David
Terry, Michael
Ignatov, Vladimir
Mandl, Kenneth D.
author_facet Jones, James R.
Gottlieb, Daniel
McMurry, Andrew J.
Atreja, Ashish
Desai, Pankaja M.
Dixon, Brian E.
Payne, Philip R.O.
Saldanha, Anil J.
Shankar, Prabhu
Solad, Yauheni
Wilcox, Adam B.
Ali, Momeena S.
Kang, Eugene
Martin, Andrew M.
Sprouse, Elizabeth
Taylor, David
Terry, Michael
Ignatov, Vladimir
Mandl, Kenneth D.
author_sort Jones, James R.
collection PubMed
description OBJECTIVE. To evaluate the real-world performance in delivering patient data on populations, of the SMART/HL7 Bulk FHIR Access API, required in Electronic Health Records (EHRs) under the 21st Century Cures Act Rule. MATERIALS AND METHODS. We used an open-source Bulk FHIR Testing Suite at five healthcare sites from April to September 2023, including four hospitals using EHRs certified for interoperability, and one Health Information Exchange (HIE) using a custom, standards-compliant API build. We measured export speeds, data sizes, and completeness across six types of FHIR resources. RESULTS. Among the certified platforms, Oracle Cerner led in speed, managing 5–16 million resources at over 8,000 resources/min. Three Epic sites exported a FHIR data subset, achieving 1–12 million resources at 1,555–2,500 resources/min. Notably, the HIE’s custom API outperformed, generating over 141 million resources at 12,000 resources/min. DISCUSSION. The HIE’s custom API showcased superior performance, endorsing the effectiveness of SMART/HL7 Bulk FHIR in enabling large-scale data exchange while underlining the need for optimization in existing EHR platforms. Agility and scalability are essential for diverse health, research, and public health use cases. CONCLUSION. To fully realize the interoperability goals of the 21st Century Cures Act, addressing the performance limitations of Bulk FHIR API is critical. It would be beneficial to include performance metrics in both certification and reporting processes.
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spelling pubmed-105930802023-10-24 Real World Performance of the 21st Century Cures Act Population Level Application Programming Interface Jones, James R. Gottlieb, Daniel McMurry, Andrew J. Atreja, Ashish Desai, Pankaja M. Dixon, Brian E. Payne, Philip R.O. Saldanha, Anil J. Shankar, Prabhu Solad, Yauheni Wilcox, Adam B. Ali, Momeena S. Kang, Eugene Martin, Andrew M. Sprouse, Elizabeth Taylor, David Terry, Michael Ignatov, Vladimir Mandl, Kenneth D. medRxiv Article OBJECTIVE. To evaluate the real-world performance in delivering patient data on populations, of the SMART/HL7 Bulk FHIR Access API, required in Electronic Health Records (EHRs) under the 21st Century Cures Act Rule. MATERIALS AND METHODS. We used an open-source Bulk FHIR Testing Suite at five healthcare sites from April to September 2023, including four hospitals using EHRs certified for interoperability, and one Health Information Exchange (HIE) using a custom, standards-compliant API build. We measured export speeds, data sizes, and completeness across six types of FHIR resources. RESULTS. Among the certified platforms, Oracle Cerner led in speed, managing 5–16 million resources at over 8,000 resources/min. Three Epic sites exported a FHIR data subset, achieving 1–12 million resources at 1,555–2,500 resources/min. Notably, the HIE’s custom API outperformed, generating over 141 million resources at 12,000 resources/min. DISCUSSION. The HIE’s custom API showcased superior performance, endorsing the effectiveness of SMART/HL7 Bulk FHIR in enabling large-scale data exchange while underlining the need for optimization in existing EHR platforms. Agility and scalability are essential for diverse health, research, and public health use cases. CONCLUSION. To fully realize the interoperability goals of the 21st Century Cures Act, addressing the performance limitations of Bulk FHIR API is critical. It would be beneficial to include performance metrics in both certification and reporting processes. Cold Spring Harbor Laboratory 2023-10-06 /pmc/articles/PMC10593080/ /pubmed/37873390 http://dx.doi.org/10.1101/2023.10.05.23296560 Text en https://creativecommons.org/licenses/by/4.0/This work is licensed under a Creative Commons Attribution 4.0 International License (https://creativecommons.org/licenses/by/4.0/) , which allows reusers to distribute, remix, adapt, and build upon the material in any medium or format, so long as attribution is given to the creator. The license allows for commercial use.
spellingShingle Article
Jones, James R.
Gottlieb, Daniel
McMurry, Andrew J.
Atreja, Ashish
Desai, Pankaja M.
Dixon, Brian E.
Payne, Philip R.O.
Saldanha, Anil J.
Shankar, Prabhu
Solad, Yauheni
Wilcox, Adam B.
Ali, Momeena S.
Kang, Eugene
Martin, Andrew M.
Sprouse, Elizabeth
Taylor, David
Terry, Michael
Ignatov, Vladimir
Mandl, Kenneth D.
Real World Performance of the 21st Century Cures Act Population Level Application Programming Interface
title Real World Performance of the 21st Century Cures Act Population Level Application Programming Interface
title_full Real World Performance of the 21st Century Cures Act Population Level Application Programming Interface
title_fullStr Real World Performance of the 21st Century Cures Act Population Level Application Programming Interface
title_full_unstemmed Real World Performance of the 21st Century Cures Act Population Level Application Programming Interface
title_short Real World Performance of the 21st Century Cures Act Population Level Application Programming Interface
title_sort real world performance of the 21st century cures act population level application programming interface
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10593080/
https://www.ncbi.nlm.nih.gov/pubmed/37873390
http://dx.doi.org/10.1101/2023.10.05.23296560
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