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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2022
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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. |
format | Online Article Text |
id | pubmed-8903177 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
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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