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Standardizing Clinical Trials Workflow Representation in UML for International Site Comparison

BACKGROUND: With the globalization of clinical trials, a growing emphasis has been placed on the standardization of the workflow in order to ensure the reproducibility and reliability of the overall trial. Despite the importance of workflow evaluation, to our knowledge no previous studies have attem...

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Autores principales: de Carvalho, Elias Cesar Araujo, Jayanti, Madhav Kishore, Batilana, Adelia Portero, Kozan, Andreia M. O., Rodrigues, Maria J., Shah, Jatin, Loures, Marco R., Patil, Sunita, Payne, Philip, Pietrobon, Ricardo
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2976698/
https://www.ncbi.nlm.nih.gov/pubmed/21085484
http://dx.doi.org/10.1371/journal.pone.0013893
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author de Carvalho, Elias Cesar Araujo
Jayanti, Madhav Kishore
Batilana, Adelia Portero
Kozan, Andreia M. O.
Rodrigues, Maria J.
Shah, Jatin
Loures, Marco R.
Patil, Sunita
Payne, Philip
Pietrobon, Ricardo
author_facet de Carvalho, Elias Cesar Araujo
Jayanti, Madhav Kishore
Batilana, Adelia Portero
Kozan, Andreia M. O.
Rodrigues, Maria J.
Shah, Jatin
Loures, Marco R.
Patil, Sunita
Payne, Philip
Pietrobon, Ricardo
author_sort de Carvalho, Elias Cesar Araujo
collection PubMed
description BACKGROUND: With the globalization of clinical trials, a growing emphasis has been placed on the standardization of the workflow in order to ensure the reproducibility and reliability of the overall trial. Despite the importance of workflow evaluation, to our knowledge no previous studies have attempted to adapt existing modeling languages to standardize the representation of clinical trials. Unified Modeling Language (UML) is a computational language that can be used to model operational workflow, and a UML profile can be developed to standardize UML models within a given domain. This paper's objective is to develop a UML profile to extend the UML Activity Diagram schema into the clinical trials domain, defining a standard representation for clinical trial workflow diagrams in UML. METHODS: Two Brazilian clinical trial sites in rheumatology and oncology were examined to model their workflow and collect time-motion data. UML modeling was conducted in Eclipse, and a UML profile was developed to incorporate information used in discrete event simulation software. RESULTS: Ethnographic observation revealed bottlenecks in workflow: these included tasks requiring full commitment of CRCs, transferring notes from paper to computers, deviations from standard operating procedures, and conflicts between different IT systems. Time-motion analysis revealed that nurses' activities took up the most time in the workflow and contained a high frequency of shorter duration activities. Administrative assistants performed more activities near the beginning and end of the workflow. Overall, clinical trial tasks had a greater frequency than clinic routines or other general activities. CONCLUSIONS: This paper describes a method for modeling clinical trial workflow in UML and standardizing these workflow diagrams through a UML profile. In the increasingly global environment of clinical trials, the standardization of workflow modeling is a necessary precursor to conducting a comparative analysis of international clinical trials workflows.
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spelling pubmed-29766982010-11-17 Standardizing Clinical Trials Workflow Representation in UML for International Site Comparison de Carvalho, Elias Cesar Araujo Jayanti, Madhav Kishore Batilana, Adelia Portero Kozan, Andreia M. O. Rodrigues, Maria J. Shah, Jatin Loures, Marco R. Patil, Sunita Payne, Philip Pietrobon, Ricardo PLoS One Research Article BACKGROUND: With the globalization of clinical trials, a growing emphasis has been placed on the standardization of the workflow in order to ensure the reproducibility and reliability of the overall trial. Despite the importance of workflow evaluation, to our knowledge no previous studies have attempted to adapt existing modeling languages to standardize the representation of clinical trials. Unified Modeling Language (UML) is a computational language that can be used to model operational workflow, and a UML profile can be developed to standardize UML models within a given domain. This paper's objective is to develop a UML profile to extend the UML Activity Diagram schema into the clinical trials domain, defining a standard representation for clinical trial workflow diagrams in UML. METHODS: Two Brazilian clinical trial sites in rheumatology and oncology were examined to model their workflow and collect time-motion data. UML modeling was conducted in Eclipse, and a UML profile was developed to incorporate information used in discrete event simulation software. RESULTS: Ethnographic observation revealed bottlenecks in workflow: these included tasks requiring full commitment of CRCs, transferring notes from paper to computers, deviations from standard operating procedures, and conflicts between different IT systems. Time-motion analysis revealed that nurses' activities took up the most time in the workflow and contained a high frequency of shorter duration activities. Administrative assistants performed more activities near the beginning and end of the workflow. Overall, clinical trial tasks had a greater frequency than clinic routines or other general activities. CONCLUSIONS: This paper describes a method for modeling clinical trial workflow in UML and standardizing these workflow diagrams through a UML profile. In the increasingly global environment of clinical trials, the standardization of workflow modeling is a necessary precursor to conducting a comparative analysis of international clinical trials workflows. Public Library of Science 2010-11-09 /pmc/articles/PMC2976698/ /pubmed/21085484 http://dx.doi.org/10.1371/journal.pone.0013893 Text en Carvalho et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
de Carvalho, Elias Cesar Araujo
Jayanti, Madhav Kishore
Batilana, Adelia Portero
Kozan, Andreia M. O.
Rodrigues, Maria J.
Shah, Jatin
Loures, Marco R.
Patil, Sunita
Payne, Philip
Pietrobon, Ricardo
Standardizing Clinical Trials Workflow Representation in UML for International Site Comparison
title Standardizing Clinical Trials Workflow Representation in UML for International Site Comparison
title_full Standardizing Clinical Trials Workflow Representation in UML for International Site Comparison
title_fullStr Standardizing Clinical Trials Workflow Representation in UML for International Site Comparison
title_full_unstemmed Standardizing Clinical Trials Workflow Representation in UML for International Site Comparison
title_short Standardizing Clinical Trials Workflow Representation in UML for International Site Comparison
title_sort standardizing clinical trials workflow representation in uml for international site comparison
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2976698/
https://www.ncbi.nlm.nih.gov/pubmed/21085484
http://dx.doi.org/10.1371/journal.pone.0013893
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