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Characteristics Desired in Clinical Data Warehouse for Biomedical Research

OBJECTIVES: Due to the unique characteristics of clinical data, clinical data warehouses (CDWs) have not been successful so far. Specifically, the use of CDWs for biomedical research has been relatively unsuccessful thus far. The characteristics necessary for the successful implementation and operat...

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Autores principales: Shin, Soo-Yong, Kim, Woo Sung, Lee, Jae-Ho
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Korean Society of Medical Informatics 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4030054/
https://www.ncbi.nlm.nih.gov/pubmed/24872909
http://dx.doi.org/10.4258/hir.2014.20.2.109
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author Shin, Soo-Yong
Kim, Woo Sung
Lee, Jae-Ho
author_facet Shin, Soo-Yong
Kim, Woo Sung
Lee, Jae-Ho
author_sort Shin, Soo-Yong
collection PubMed
description OBJECTIVES: Due to the unique characteristics of clinical data, clinical data warehouses (CDWs) have not been successful so far. Specifically, the use of CDWs for biomedical research has been relatively unsuccessful thus far. The characteristics necessary for the successful implementation and operation of a CDW for biomedical research have not clearly defined yet. METHODS: Three examples of CDWs were reviewed: a multipurpose CDW in a hospital, a CDW for independent multi-institutional research, and a CDW for research use in an institution. After reviewing the three CDW examples, we propose some key characteristics needed in a CDW for biomedical research. RESULTS: A CDW for research should include an honest broker system and an Institutional Review Board approval interface to comply with governmental regulations. It should also include a simple query interface, an anonymized data review tool, and a data extraction tool. Also, it should be a biomedical research platform for data repository use as well as data analysis. CONCLUSIONS: The proposed characteristics desired in a CDW may have limited transfer value to organizations in other countries. However, these analysis results are still valid in Korea, and we have developed clinical research data warehouse based on these desiderata.
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spelling pubmed-40300542014-05-28 Characteristics Desired in Clinical Data Warehouse for Biomedical Research Shin, Soo-Yong Kim, Woo Sung Lee, Jae-Ho Healthc Inform Res Original Article OBJECTIVES: Due to the unique characteristics of clinical data, clinical data warehouses (CDWs) have not been successful so far. Specifically, the use of CDWs for biomedical research has been relatively unsuccessful thus far. The characteristics necessary for the successful implementation and operation of a CDW for biomedical research have not clearly defined yet. METHODS: Three examples of CDWs were reviewed: a multipurpose CDW in a hospital, a CDW for independent multi-institutional research, and a CDW for research use in an institution. After reviewing the three CDW examples, we propose some key characteristics needed in a CDW for biomedical research. RESULTS: A CDW for research should include an honest broker system and an Institutional Review Board approval interface to comply with governmental regulations. It should also include a simple query interface, an anonymized data review tool, and a data extraction tool. Also, it should be a biomedical research platform for data repository use as well as data analysis. CONCLUSIONS: The proposed characteristics desired in a CDW may have limited transfer value to organizations in other countries. However, these analysis results are still valid in Korea, and we have developed clinical research data warehouse based on these desiderata. Korean Society of Medical Informatics 2014-04 2014-04-30 /pmc/articles/PMC4030054/ /pubmed/24872909 http://dx.doi.org/10.4258/hir.2014.20.2.109 Text en © 2014 The Korean Society of Medical Informatics http://creativecommons.org/licenses/by-nc/3.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/3.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Article
Shin, Soo-Yong
Kim, Woo Sung
Lee, Jae-Ho
Characteristics Desired in Clinical Data Warehouse for Biomedical Research
title Characteristics Desired in Clinical Data Warehouse for Biomedical Research
title_full Characteristics Desired in Clinical Data Warehouse for Biomedical Research
title_fullStr Characteristics Desired in Clinical Data Warehouse for Biomedical Research
title_full_unstemmed Characteristics Desired in Clinical Data Warehouse for Biomedical Research
title_short Characteristics Desired in Clinical Data Warehouse for Biomedical Research
title_sort characteristics desired in clinical data warehouse for biomedical research
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4030054/
https://www.ncbi.nlm.nih.gov/pubmed/24872909
http://dx.doi.org/10.4258/hir.2014.20.2.109
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