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Defining upper gastrointestinal bleeding from linked primary and secondary care data and the effect on occurrence and 28 day mortality
BACKGROUND: Primary care records from the UK have frequently been used to identify episodes of upper gastrointestinal bleeding in studies of drug toxicity because of their comprehensive population coverage and longitudinal recording of prescriptions and diagnoses. Recent linkage within England of pr...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3531298/ https://www.ncbi.nlm.nih.gov/pubmed/23148590 http://dx.doi.org/10.1186/1472-6963-12-392 |
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author | Crooks, Colin John Card, Timothy Richard West, Joe |
author_facet | Crooks, Colin John Card, Timothy Richard West, Joe |
author_sort | Crooks, Colin John |
collection | PubMed |
description | BACKGROUND: Primary care records from the UK have frequently been used to identify episodes of upper gastrointestinal bleeding in studies of drug toxicity because of their comprehensive population coverage and longitudinal recording of prescriptions and diagnoses. Recent linkage within England of primary and secondary care data has augmented this data but the timing and coding of concurrent events, and how the definition of events in linked data effects occurrence and 28 day mortality is not known. METHODS: We used the recently linked English Hospital Episodes Statistics and General Practice Research Database, 1997–2010, to define events by; a specific upper gastrointestinal bleed code in either dataset, a specific bleed code in both datasets, or a less specific but plausible code from the linked dataset. RESULTS: This approach resulted in 81% of secondary care defined bleeds having a corresponding plausible code within 2 months in primary care. However only 62% of primary care defined bleeds had a corresponding plausible HES admission within 2 months. The more restrictive and specific case definitions excluded severe events and almost halved the 28 day case fatality when compared to broader and more sensitive definitions. CONCLUSIONS: Restrictive definitions of gastrointestinal bleeding in linked datasets fail to capture the full heterogeneity in coding possible following complex clinical events. Conversely too broad a definition in primary care introduces events not severe enough to warrant hospital admission. Ignoring these issues may unwittingly introduce selection bias into a study’s results. |
format | Online Article Text |
id | pubmed-3531298 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-35312982013-01-03 Defining upper gastrointestinal bleeding from linked primary and secondary care data and the effect on occurrence and 28 day mortality Crooks, Colin John Card, Timothy Richard West, Joe BMC Health Serv Res Research Article BACKGROUND: Primary care records from the UK have frequently been used to identify episodes of upper gastrointestinal bleeding in studies of drug toxicity because of their comprehensive population coverage and longitudinal recording of prescriptions and diagnoses. Recent linkage within England of primary and secondary care data has augmented this data but the timing and coding of concurrent events, and how the definition of events in linked data effects occurrence and 28 day mortality is not known. METHODS: We used the recently linked English Hospital Episodes Statistics and General Practice Research Database, 1997–2010, to define events by; a specific upper gastrointestinal bleed code in either dataset, a specific bleed code in both datasets, or a less specific but plausible code from the linked dataset. RESULTS: This approach resulted in 81% of secondary care defined bleeds having a corresponding plausible code within 2 months in primary care. However only 62% of primary care defined bleeds had a corresponding plausible HES admission within 2 months. The more restrictive and specific case definitions excluded severe events and almost halved the 28 day case fatality when compared to broader and more sensitive definitions. CONCLUSIONS: Restrictive definitions of gastrointestinal bleeding in linked datasets fail to capture the full heterogeneity in coding possible following complex clinical events. Conversely too broad a definition in primary care introduces events not severe enough to warrant hospital admission. Ignoring these issues may unwittingly introduce selection bias into a study’s results. BioMed Central 2012-11-13 /pmc/articles/PMC3531298/ /pubmed/23148590 http://dx.doi.org/10.1186/1472-6963-12-392 Text en Copyright ©2012 Crooks 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 Crooks, Colin John Card, Timothy Richard West, Joe Defining upper gastrointestinal bleeding from linked primary and secondary care data and the effect on occurrence and 28 day mortality |
title | Defining upper gastrointestinal bleeding from linked primary and secondary care data and the effect on occurrence and 28 day mortality |
title_full | Defining upper gastrointestinal bleeding from linked primary and secondary care data and the effect on occurrence and 28 day mortality |
title_fullStr | Defining upper gastrointestinal bleeding from linked primary and secondary care data and the effect on occurrence and 28 day mortality |
title_full_unstemmed | Defining upper gastrointestinal bleeding from linked primary and secondary care data and the effect on occurrence and 28 day mortality |
title_short | Defining upper gastrointestinal bleeding from linked primary and secondary care data and the effect on occurrence and 28 day mortality |
title_sort | defining upper gastrointestinal bleeding from linked primary and secondary care data and the effect on occurrence and 28 day mortality |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3531298/ https://www.ncbi.nlm.nih.gov/pubmed/23148590 http://dx.doi.org/10.1186/1472-6963-12-392 |
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