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Informing training needs for the revised certified clinical data manager (CCDM(TM)) exam: analysis of results from the previous exam

OBJECTIVE: To inform training needs for the revised Certified Clinical Data Manager (CCDM(TM)) Exam. INTRODUCTION: Clinical data managers hold the responsibility for processing the data on which research conclusions and regulatory decisions are based, highlighting the importance of applying effectiv...

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Autores principales: Williams, Tremaine Brueon, Schmidtke, Carsten, Roessger, Kevin, Dieffenderfer, Vicki, Garza, Maryam, Zozus, Meredith
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8903177/
https://www.ncbi.nlm.nih.gov/pubmed/35274085
http://dx.doi.org/10.1093/jamiaopen/ooac010
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author Williams, Tremaine Brueon
Schmidtke, Carsten
Roessger, Kevin
Dieffenderfer, Vicki
Garza, Maryam
Zozus, Meredith
author_facet Williams, Tremaine Brueon
Schmidtke, Carsten
Roessger, Kevin
Dieffenderfer, Vicki
Garza, Maryam
Zozus, Meredith
author_sort Williams, Tremaine Brueon
collection PubMed
description OBJECTIVE: To inform training needs for the revised Certified Clinical Data Manager (CCDM(TM)) Exam. INTRODUCTION: Clinical data managers hold the responsibility for processing the data on which research conclusions and regulatory decisions are based, highlighting the importance of applying effective data management practices. The use of practice standards such as the Good Clinical Data Management Practices increases confidence in data, emphasizing that the study conclusions likely hold much more weight when utilizing standard practices. METHODS: A quantitative, descriptive study, and application of classic test theory was undertaken to analyze past data from the CCDM(TM) Exam to identify potential training needs. Data across 952 sequential exam attempts were pooled for analysis. RESULTS: Competency domain-level analysis identified training needs in 4 areas: design tasks; data processing tasks; programming tasks; and coordination and management tasks. CONCLUSIONS: Analysis of past CCDM(TM) Exam results using classic test theory identified training needs reflective of exam takers. Training in the identified areas could benefit CCDM(TM) Exam takers and improve their ability to apply effective data management practices. While this may not be reflective of individual or organizational needs, recommendations for assessing individual and organizational training needs are provided.
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spelling pubmed-89031772022-03-09 Informing training needs for the revised certified clinical data manager (CCDM(TM)) exam: analysis of results from the previous exam Williams, Tremaine Brueon Schmidtke, Carsten Roessger, Kevin Dieffenderfer, Vicki Garza, Maryam Zozus, Meredith JAMIA Open Research and Applications OBJECTIVE: To inform training needs for the revised Certified Clinical Data Manager (CCDM(TM)) Exam. INTRODUCTION: Clinical data managers hold the responsibility for processing the data on which research conclusions and regulatory decisions are based, highlighting the importance of applying effective data management practices. The use of practice standards such as the Good Clinical Data Management Practices increases confidence in data, emphasizing that the study conclusions likely hold much more weight when utilizing standard practices. METHODS: A quantitative, descriptive study, and application of classic test theory was undertaken to analyze past data from the CCDM(TM) Exam to identify potential training needs. Data across 952 sequential exam attempts were pooled for analysis. RESULTS: Competency domain-level analysis identified training needs in 4 areas: design tasks; data processing tasks; programming tasks; and coordination and management tasks. CONCLUSIONS: Analysis of past CCDM(TM) Exam results using classic test theory identified training needs reflective of exam takers. Training in the identified areas could benefit CCDM(TM) Exam takers and improve their ability to apply effective data management practices. While this may not be reflective of individual or organizational needs, recommendations for assessing individual and organizational training needs are provided. Oxford University Press 2022-02-22 /pmc/articles/PMC8903177/ /pubmed/35274085 http://dx.doi.org/10.1093/jamiaopen/ooac010 Text en © The Author(s) 2022. Published by Oxford University Press on behalf of the American Medical Informatics Association. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research and Applications
Williams, Tremaine Brueon
Schmidtke, Carsten
Roessger, Kevin
Dieffenderfer, Vicki
Garza, Maryam
Zozus, Meredith
Informing training needs for the revised certified clinical data manager (CCDM(TM)) exam: analysis of results from the previous exam
title Informing training needs for the revised certified clinical data manager (CCDM(TM)) exam: analysis of results from the previous exam
title_full Informing training needs for the revised certified clinical data manager (CCDM(TM)) exam: analysis of results from the previous exam
title_fullStr Informing training needs for the revised certified clinical data manager (CCDM(TM)) exam: analysis of results from the previous exam
title_full_unstemmed Informing training needs for the revised certified clinical data manager (CCDM(TM)) exam: analysis of results from the previous exam
title_short Informing training needs for the revised certified clinical data manager (CCDM(TM)) exam: analysis of results from the previous exam
title_sort informing training needs for the revised certified clinical data manager (ccdm(tm)) exam: analysis of results from the previous exam
topic Research and Applications
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8903177/
https://www.ncbi.nlm.nih.gov/pubmed/35274085
http://dx.doi.org/10.1093/jamiaopen/ooac010
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