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Validation of administrative data sources for endoscopy utilization in colorectal cancer diagnosis

BACKGROUND: Validation of administrative data is important to assess potential sources of bias in outcome evaluation and to prevent dissemination of misleading or inaccurate information. The purpose of the study was to determine the completeness and accuracy of endoscopy data in several administrati...

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Autores principales: Li, Xue, Hilsden, Robert, Hossain, Shakhawat, Fleming, John, Winget, Marcy
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3508878/
https://www.ncbi.nlm.nih.gov/pubmed/23062117
http://dx.doi.org/10.1186/1472-6963-12-358
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author Li, Xue
Hilsden, Robert
Hossain, Shakhawat
Fleming, John
Winget, Marcy
author_facet Li, Xue
Hilsden, Robert
Hossain, Shakhawat
Fleming, John
Winget, Marcy
author_sort Li, Xue
collection PubMed
description BACKGROUND: Validation of administrative data is important to assess potential sources of bias in outcome evaluation and to prevent dissemination of misleading or inaccurate information. The purpose of the study was to determine the completeness and accuracy of endoscopy data in several administrative data sources in the year prior to colorectal cancer diagnosis as part of a larger project focused on evaluating the quality of pre-diagnostic care. METHODS: Primary and secondary data sources for endoscopy were collected from the Alberta Cancer Registry, cancer medical charts and three different administrative data sources. 1672 randomly sampled patients diagnosed with invasive colorectal cancer in years 2000–2005 in Alberta, Canada were included. A retrospective validation study of administrative data for endoscopy in the year prior to colorectal cancer diagnosis was conducted. A gold standard dataset was created by combining all the datasets. Number and percent identified, agreement and percent unique to a given data source were calculated and compared across each dataset and to the gold standard with respect to identifying all patients who underwent endoscopy and all endoscopies received by those patients. RESULTS: The combined administrative data and physician billing data identified as high or higher percentage of patients who had one or more endoscopy (84% and 78%, respectively) and total endoscopy procedures (89% and 81%, respectively) than the chart review (78% for both). CONCLUSIONS: Endoscopy data has a high level of completeness and accuracy in physician billing data alone. Combined with hospital in/outpatient data it is more complete than chart review alone.
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spelling pubmed-35088782012-11-29 Validation of administrative data sources for endoscopy utilization in colorectal cancer diagnosis Li, Xue Hilsden, Robert Hossain, Shakhawat Fleming, John Winget, Marcy BMC Health Serv Res Research Article BACKGROUND: Validation of administrative data is important to assess potential sources of bias in outcome evaluation and to prevent dissemination of misleading or inaccurate information. The purpose of the study was to determine the completeness and accuracy of endoscopy data in several administrative data sources in the year prior to colorectal cancer diagnosis as part of a larger project focused on evaluating the quality of pre-diagnostic care. METHODS: Primary and secondary data sources for endoscopy were collected from the Alberta Cancer Registry, cancer medical charts and three different administrative data sources. 1672 randomly sampled patients diagnosed with invasive colorectal cancer in years 2000–2005 in Alberta, Canada were included. A retrospective validation study of administrative data for endoscopy in the year prior to colorectal cancer diagnosis was conducted. A gold standard dataset was created by combining all the datasets. Number and percent identified, agreement and percent unique to a given data source were calculated and compared across each dataset and to the gold standard with respect to identifying all patients who underwent endoscopy and all endoscopies received by those patients. RESULTS: The combined administrative data and physician billing data identified as high or higher percentage of patients who had one or more endoscopy (84% and 78%, respectively) and total endoscopy procedures (89% and 81%, respectively) than the chart review (78% for both). CONCLUSIONS: Endoscopy data has a high level of completeness and accuracy in physician billing data alone. Combined with hospital in/outpatient data it is more complete than chart review alone. BioMed Central 2012-10-13 /pmc/articles/PMC3508878/ /pubmed/23062117 http://dx.doi.org/10.1186/1472-6963-12-358 Text en Copyright ©2012 Li 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 Article
Li, Xue
Hilsden, Robert
Hossain, Shakhawat
Fleming, John
Winget, Marcy
Validation of administrative data sources for endoscopy utilization in colorectal cancer diagnosis
title Validation of administrative data sources for endoscopy utilization in colorectal cancer diagnosis
title_full Validation of administrative data sources for endoscopy utilization in colorectal cancer diagnosis
title_fullStr Validation of administrative data sources for endoscopy utilization in colorectal cancer diagnosis
title_full_unstemmed Validation of administrative data sources for endoscopy utilization in colorectal cancer diagnosis
title_short Validation of administrative data sources for endoscopy utilization in colorectal cancer diagnosis
title_sort validation of administrative data sources for endoscopy utilization in colorectal cancer diagnosis
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3508878/
https://www.ncbi.nlm.nih.gov/pubmed/23062117
http://dx.doi.org/10.1186/1472-6963-12-358
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