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Assessment of data quality in an international multi-centre randomised trial of coronary artery surgery
BACKGROUND: ART is a multi-centre randomised trial of cardiac surgery which provided a unique opportunity to evaluate the data from a large number of centres from a variety of countries. We attempted to assess data quality, including recruitment rates, timeliness and completeness of the data obtaine...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2011
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3205027/ https://www.ncbi.nlm.nih.gov/pubmed/21943128 http://dx.doi.org/10.1186/1745-6215-12-212 |
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author | Krzych, Lukasz J Lees, Belinda Nugara, Fiona Banya, Winston Bochenek, Andrzej Cook, Jo Taggart, David Flather, Marcus D |
author_facet | Krzych, Lukasz J Lees, Belinda Nugara, Fiona Banya, Winston Bochenek, Andrzej Cook, Jo Taggart, David Flather, Marcus D |
author_sort | Krzych, Lukasz J |
collection | PubMed |
description | BACKGROUND: ART is a multi-centre randomised trial of cardiac surgery which provided a unique opportunity to evaluate the data from a large number of centres from a variety of countries. We attempted to assess data quality, including recruitment rates, timeliness and completeness of the data obtained from the centres in different socio-economic strata. METHODS: The analysis was based on the 2-page CRF completed at the 6 week follow-up. CRF pages were categorised into "clean" (no edit query) and "dirty" (any incomplete, inconsistent or illegible data). The timelines were assessed on the basis of the time interval from the visit and receipt of complete CRF. Data quality was defined as the number of data queries (in percent) and time delay (in days) between visit and receipt of correct data. Analyses were stratified according to the World Bank definitions into: "Developing" countries (Poland, Brazil and India) and "Developed" (Italy, UK, Austria and Australia). RESULTS: There were 18 centres in the "Developed" and 10 centres in the "Developing" countries. The rate of enrolment did not differ significantly by economic level ("Developing":4.1 persons/month, "Developed":3.7 persons/month). The time interval for the receipt of data was longer for "Developing" countries (median:37 days) compared to "Developed" ones (median:11 days) (p < 0.001). The median number of data queries was 23% in "Developed" countries compared to 19% in "Developing" ones (p = ns). CONCLUSIONS: In this study we showed that data quality was comparable between centres from "Developed" and "Developing" countries. Data was received in a less timely fashion from Developing countries and appropriate systems should be instigated to minimize any delays. Close attention should be paid to the training of centres and to the central management of data quality. TRIAL REGISTRATION: ISRCTN46552265 |
format | Online Article Text |
id | pubmed-3205027 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-32050272011-11-01 Assessment of data quality in an international multi-centre randomised trial of coronary artery surgery Krzych, Lukasz J Lees, Belinda Nugara, Fiona Banya, Winston Bochenek, Andrzej Cook, Jo Taggart, David Flather, Marcus D Trials Research BACKGROUND: ART is a multi-centre randomised trial of cardiac surgery which provided a unique opportunity to evaluate the data from a large number of centres from a variety of countries. We attempted to assess data quality, including recruitment rates, timeliness and completeness of the data obtained from the centres in different socio-economic strata. METHODS: The analysis was based on the 2-page CRF completed at the 6 week follow-up. CRF pages were categorised into "clean" (no edit query) and "dirty" (any incomplete, inconsistent or illegible data). The timelines were assessed on the basis of the time interval from the visit and receipt of complete CRF. Data quality was defined as the number of data queries (in percent) and time delay (in days) between visit and receipt of correct data. Analyses were stratified according to the World Bank definitions into: "Developing" countries (Poland, Brazil and India) and "Developed" (Italy, UK, Austria and Australia). RESULTS: There were 18 centres in the "Developed" and 10 centres in the "Developing" countries. The rate of enrolment did not differ significantly by economic level ("Developing":4.1 persons/month, "Developed":3.7 persons/month). The time interval for the receipt of data was longer for "Developing" countries (median:37 days) compared to "Developed" ones (median:11 days) (p < 0.001). The median number of data queries was 23% in "Developed" countries compared to 19% in "Developing" ones (p = ns). CONCLUSIONS: In this study we showed that data quality was comparable between centres from "Developed" and "Developing" countries. Data was received in a less timely fashion from Developing countries and appropriate systems should be instigated to minimize any delays. Close attention should be paid to the training of centres and to the central management of data quality. TRIAL REGISTRATION: ISRCTN46552265 BioMed Central 2011-09-26 /pmc/articles/PMC3205027/ /pubmed/21943128 http://dx.doi.org/10.1186/1745-6215-12-212 Text en Copyright ©2011 Krzych 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 Krzych, Lukasz J Lees, Belinda Nugara, Fiona Banya, Winston Bochenek, Andrzej Cook, Jo Taggart, David Flather, Marcus D Assessment of data quality in an international multi-centre randomised trial of coronary artery surgery |
title | Assessment of data quality in an international multi-centre randomised trial of coronary artery surgery |
title_full | Assessment of data quality in an international multi-centre randomised trial of coronary artery surgery |
title_fullStr | Assessment of data quality in an international multi-centre randomised trial of coronary artery surgery |
title_full_unstemmed | Assessment of data quality in an international multi-centre randomised trial of coronary artery surgery |
title_short | Assessment of data quality in an international multi-centre randomised trial of coronary artery surgery |
title_sort | assessment of data quality in an international multi-centre randomised trial of coronary artery surgery |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3205027/ https://www.ncbi.nlm.nih.gov/pubmed/21943128 http://dx.doi.org/10.1186/1745-6215-12-212 |
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