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Can an online clinical data management service help in improving data collection and data quality in a developing country setting?

BACKGROUND: Data collection by Electronic Medical Record (EMR) systems have been proven to be helpful in data collection for scientific research and in improving healthcare. For a multi-centre trial in Indonesia and the Netherlands a web based system was selected to enable all participating centres...

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Autores principales: Wildeman, Maarten A, Zandbergen, Jeroen, Vincent, Andrew, Herdini, Camelia, Middeldorp, Jaap M, Fles, Renske, Dalesio, Otilia, van der Donk, Emile, Tan, I Bing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3175171/
https://www.ncbi.nlm.nih.gov/pubmed/21824421
http://dx.doi.org/10.1186/1745-6215-12-190
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author Wildeman, Maarten A
Zandbergen, Jeroen
Vincent, Andrew
Herdini, Camelia
Middeldorp, Jaap M
Fles, Renske
Dalesio, Otilia
van der Donk, Emile
Tan, I Bing
author_facet Wildeman, Maarten A
Zandbergen, Jeroen
Vincent, Andrew
Herdini, Camelia
Middeldorp, Jaap M
Fles, Renske
Dalesio, Otilia
van der Donk, Emile
Tan, I Bing
author_sort Wildeman, Maarten A
collection PubMed
description BACKGROUND: Data collection by Electronic Medical Record (EMR) systems have been proven to be helpful in data collection for scientific research and in improving healthcare. For a multi-centre trial in Indonesia and the Netherlands a web based system was selected to enable all participating centres to easily access data. This study assesses whether the introduction of a Clinical Trial Data Management service (CTDMS) composed of electronic Case Report Forms (eCRF) can result in effective data collection and treatment monitoring. METHODS: Data items entered were checked for inconsistencies automatically when submitted online. The data were divided into primary and secondary data items. We analysed both the total number of errors and the change in error rate, for both Primary and Secondary items, over the first five month of the trial. RESULTS: In the first five months 51 patients were entered. The Primary data error rate was 1.6%, whilst that for Secondary data was 2.7% against acceptable error rates for analysis of 1% and 2.5% respectively. CONCLUSION: The presented analysis shows that after five months since the introduction of the CTDMS the Primary and Secondary data error rates reflect acceptable levels of data quality. Furthermore, these error rates were decreasing over time. The digital nature of the CTDMS, as well as the online availability of that data, gives fast and easy insight in adherence to treatment protocols. As such, the CTDMS can serve as a tool to train and educate medical doctors and can improve treatment protocols.
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spelling pubmed-31751712011-09-18 Can an online clinical data management service help in improving data collection and data quality in a developing country setting? Wildeman, Maarten A Zandbergen, Jeroen Vincent, Andrew Herdini, Camelia Middeldorp, Jaap M Fles, Renske Dalesio, Otilia van der Donk, Emile Tan, I Bing Trials Research BACKGROUND: Data collection by Electronic Medical Record (EMR) systems have been proven to be helpful in data collection for scientific research and in improving healthcare. For a multi-centre trial in Indonesia and the Netherlands a web based system was selected to enable all participating centres to easily access data. This study assesses whether the introduction of a Clinical Trial Data Management service (CTDMS) composed of electronic Case Report Forms (eCRF) can result in effective data collection and treatment monitoring. METHODS: Data items entered were checked for inconsistencies automatically when submitted online. The data were divided into primary and secondary data items. We analysed both the total number of errors and the change in error rate, for both Primary and Secondary items, over the first five month of the trial. RESULTS: In the first five months 51 patients were entered. The Primary data error rate was 1.6%, whilst that for Secondary data was 2.7% against acceptable error rates for analysis of 1% and 2.5% respectively. CONCLUSION: The presented analysis shows that after five months since the introduction of the CTDMS the Primary and Secondary data error rates reflect acceptable levels of data quality. Furthermore, these error rates were decreasing over time. The digital nature of the CTDMS, as well as the online availability of that data, gives fast and easy insight in adherence to treatment protocols. As such, the CTDMS can serve as a tool to train and educate medical doctors and can improve treatment protocols. BioMed Central 2011-08-08 /pmc/articles/PMC3175171/ /pubmed/21824421 http://dx.doi.org/10.1186/1745-6215-12-190 Text en Copyright ©2011 Wildeman et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research
Wildeman, Maarten A
Zandbergen, Jeroen
Vincent, Andrew
Herdini, Camelia
Middeldorp, Jaap M
Fles, Renske
Dalesio, Otilia
van der Donk, Emile
Tan, I Bing
Can an online clinical data management service help in improving data collection and data quality in a developing country setting?
title Can an online clinical data management service help in improving data collection and data quality in a developing country setting?
title_full Can an online clinical data management service help in improving data collection and data quality in a developing country setting?
title_fullStr Can an online clinical data management service help in improving data collection and data quality in a developing country setting?
title_full_unstemmed Can an online clinical data management service help in improving data collection and data quality in a developing country setting?
title_short Can an online clinical data management service help in improving data collection and data quality in a developing country setting?
title_sort can an online clinical data management service help in improving data collection and data quality in a developing country setting?
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3175171/
https://www.ncbi.nlm.nih.gov/pubmed/21824421
http://dx.doi.org/10.1186/1745-6215-12-190
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