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Building the foundation for a modern patient-partnered infrastructure to study temporomandibular disorders
BACKGROUND: Conflicting reports from varying stakeholders related to prognosis and outcomes following placement of temporomandibular joint (TMJ) implants gave rise to the development of the TMJ Patient-Led RoundTable initiative. Following an assessment of the current availability of data, the RoundT...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10226081/ https://www.ncbi.nlm.nih.gov/pubmed/37255961 http://dx.doi.org/10.3389/fdgth.2023.1132446 |
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author | Gressler, Laura Elisabeth Cowley, Terrie Velezis, Marti Aryal, Suvekshya Clare, Deanne Kusiak, John W. Cowley, Allen W. Sedrakyan, Art Marinac-Dabic, Danica Reardon, Michelle Schmidt, Lisa Feldman, Jennifer Ginsburg DiFabio, Vincent Bergman, Suzie Simonyan, Vahan Yesha, Yelena Vasiliu-Feltes, Ingrid Durham, Justin Steen, Andrew I. Woods, Phillip Kapos, Flavia P. Loyo-Berrios, Nilsa |
author_facet | Gressler, Laura Elisabeth Cowley, Terrie Velezis, Marti Aryal, Suvekshya Clare, Deanne Kusiak, John W. Cowley, Allen W. Sedrakyan, Art Marinac-Dabic, Danica Reardon, Michelle Schmidt, Lisa Feldman, Jennifer Ginsburg DiFabio, Vincent Bergman, Suzie Simonyan, Vahan Yesha, Yelena Vasiliu-Feltes, Ingrid Durham, Justin Steen, Andrew I. Woods, Phillip Kapos, Flavia P. Loyo-Berrios, Nilsa |
author_sort | Gressler, Laura Elisabeth |
collection | PubMed |
description | BACKGROUND: Conflicting reports from varying stakeholders related to prognosis and outcomes following placement of temporomandibular joint (TMJ) implants gave rise to the development of the TMJ Patient-Led RoundTable initiative. Following an assessment of the current availability of data, the RoundTable concluded that a strategically Coordinated Registry Network (CRN) is needed to collect and generate accessible data on temporomandibular disorder (TMD) and its care. The aim of this study was therefore to advance the clinical understanding, usage, and adoption of a core minimum dataset for TMD patients as the first foundational step toward building the CRN. METHODS: Candidate data elements were extracted from existing data sources and included in a Delphi survey administered to 92 participants. Data elements receiving less than 75% consensus were dropped. A purposive multi-stakeholder sub-group triangulated the items across patient and clinician-based experience to remove redundancies or duplicate items and reduce the response burden for both patients and clinicians. To reliably collect the identified data elements, the identified core minimum data elements were defined in the context of technical implementation within High-performance Integrated Virtual Environment (HIVE) web-application framework. HIVE was integrated with CHIOS™, an innovative permissioned blockchain platform, to strengthen the provenance of data captured in the registry and drive metadata to record all registry transaction and create a robust consent network. RESULTS: A total of 59 multi-stakeholder participants responded to the Delphi survey. The completion of the Delphi surveys followed by the application of the required group consensus threshold resulted in the selection of 397 data elements (254 for patient-generated data elements and 143 for clinician generated data elements). The infrastructure development and integration of HIVE and CHIOS™ was completed showing the maintenance of all data transaction information in blockchain, flexible recording of patient consent, data cataloging, and consent validation through smart contracts. CONCLUSION: The identified data elements and development of the technological platform establishes a data infrastructure that facilitates the standardization and harmonization of data as well as perform high performance analytics needed to fully leverage the captured patient-generated data, clinical evidence, and other healthcare ecosystem data within the TMJ/TMD-CRN. |
format | Online Article Text |
id | pubmed-10226081 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-102260812023-05-30 Building the foundation for a modern patient-partnered infrastructure to study temporomandibular disorders Gressler, Laura Elisabeth Cowley, Terrie Velezis, Marti Aryal, Suvekshya Clare, Deanne Kusiak, John W. Cowley, Allen W. Sedrakyan, Art Marinac-Dabic, Danica Reardon, Michelle Schmidt, Lisa Feldman, Jennifer Ginsburg DiFabio, Vincent Bergman, Suzie Simonyan, Vahan Yesha, Yelena Vasiliu-Feltes, Ingrid Durham, Justin Steen, Andrew I. Woods, Phillip Kapos, Flavia P. Loyo-Berrios, Nilsa Front Digit Health Digital Health BACKGROUND: Conflicting reports from varying stakeholders related to prognosis and outcomes following placement of temporomandibular joint (TMJ) implants gave rise to the development of the TMJ Patient-Led RoundTable initiative. Following an assessment of the current availability of data, the RoundTable concluded that a strategically Coordinated Registry Network (CRN) is needed to collect and generate accessible data on temporomandibular disorder (TMD) and its care. The aim of this study was therefore to advance the clinical understanding, usage, and adoption of a core minimum dataset for TMD patients as the first foundational step toward building the CRN. METHODS: Candidate data elements were extracted from existing data sources and included in a Delphi survey administered to 92 participants. Data elements receiving less than 75% consensus were dropped. A purposive multi-stakeholder sub-group triangulated the items across patient and clinician-based experience to remove redundancies or duplicate items and reduce the response burden for both patients and clinicians. To reliably collect the identified data elements, the identified core minimum data elements were defined in the context of technical implementation within High-performance Integrated Virtual Environment (HIVE) web-application framework. HIVE was integrated with CHIOS™, an innovative permissioned blockchain platform, to strengthen the provenance of data captured in the registry and drive metadata to record all registry transaction and create a robust consent network. RESULTS: A total of 59 multi-stakeholder participants responded to the Delphi survey. The completion of the Delphi surveys followed by the application of the required group consensus threshold resulted in the selection of 397 data elements (254 for patient-generated data elements and 143 for clinician generated data elements). The infrastructure development and integration of HIVE and CHIOS™ was completed showing the maintenance of all data transaction information in blockchain, flexible recording of patient consent, data cataloging, and consent validation through smart contracts. CONCLUSION: The identified data elements and development of the technological platform establishes a data infrastructure that facilitates the standardization and harmonization of data as well as perform high performance analytics needed to fully leverage the captured patient-generated data, clinical evidence, and other healthcare ecosystem data within the TMJ/TMD-CRN. Frontiers Media S.A. 2023-05-15 /pmc/articles/PMC10226081/ /pubmed/37255961 http://dx.doi.org/10.3389/fdgth.2023.1132446 Text en © 2023 Gressler, Cowley, Velezis, Aryal, Clare, Kusiak, Cowley, Sedrakyan, Marinac-Dabic, Reardon, Schmidt, Feldman, Difabio, Bergman, Simonyan, Yesha, Vasiliu-Feltes, Durham, Steen, Woods, Kapos and Loyo-Berrios. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY) (https://creativecommons.org/licenses/by/4.0/) . The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Digital Health Gressler, Laura Elisabeth Cowley, Terrie Velezis, Marti Aryal, Suvekshya Clare, Deanne Kusiak, John W. Cowley, Allen W. Sedrakyan, Art Marinac-Dabic, Danica Reardon, Michelle Schmidt, Lisa Feldman, Jennifer Ginsburg DiFabio, Vincent Bergman, Suzie Simonyan, Vahan Yesha, Yelena Vasiliu-Feltes, Ingrid Durham, Justin Steen, Andrew I. Woods, Phillip Kapos, Flavia P. Loyo-Berrios, Nilsa Building the foundation for a modern patient-partnered infrastructure to study temporomandibular disorders |
title | Building the foundation for a modern patient-partnered infrastructure to study temporomandibular disorders |
title_full | Building the foundation for a modern patient-partnered infrastructure to study temporomandibular disorders |
title_fullStr | Building the foundation for a modern patient-partnered infrastructure to study temporomandibular disorders |
title_full_unstemmed | Building the foundation for a modern patient-partnered infrastructure to study temporomandibular disorders |
title_short | Building the foundation for a modern patient-partnered infrastructure to study temporomandibular disorders |
title_sort | building the foundation for a modern patient-partnered infrastructure to study temporomandibular disorders |
topic | Digital Health |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10226081/ https://www.ncbi.nlm.nih.gov/pubmed/37255961 http://dx.doi.org/10.3389/fdgth.2023.1132446 |
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