RT Journal Article
T1 A strategy for assessment and validation of major bleeding cases in a primary health care database in Spain
A1 de Burgos González, Airam
A1 Bryant, Verónica
A1 Maciá Martinez, Miguel A.
A1 Huerta Álvarez, María Consuelo Yolanda
AB PurposeThis study aims to validate major bleeding (MB) cases within a cohort of new users of direct oral anticoagulants (DOACs) in Electronic health records (EHRs) from primary care in Spain (BIFAP), introducing more efficient techniques and automating the process of validation in the pharmacoepidemiologic research with EHR data as much as possible.MethodsRegistered bleedings were identified in a cohort of new users of DOACs in BIFAP using ICPC 2 and ICD 9 codes; we ascertained these bleedings as MB through a validation strategy based on the MB definition from the International Society on Thrombosis and Hemostasis, which used hospitalization and critical localization as proxies. We assessed hospitalization with hospital discharge information (only available for some years and regions) and a free text-based algorithm created to identify hospitalization in EHR's clinical notes. Incidence rates (IR) of MB were evaluated by bleeding type.ResultsThe study cohort included 104 614 patients, with 274521.5 p-y of follow up. There were 6143 registered bleedings during the study period (519 intracranial bleeding – ICB, 4606 gastrointestinal bleeding – GIB, 1018 extracranial bleeding – ECB), from which 1679 were confirmed as MB (416 ICB, 1086 GIB, and 177 ECB). The free text-based semi-automatic algorithm had moderate recall (0.59), but high specificity (0.99), and precision (0.94).ConclusionThe combination of hospitalization and critical localization is a valid approach to validate MB in EHRs with incomplete information. The use of more automatic methods for case validation instead of manual review of clinical notes is favored.
PB Wiley
SN 1053-8569
YR 2021
FD 2021-10-06
LK https://hdl.handle.net/20.500.14352/133308
UL https://hdl.handle.net/20.500.14352/133308
LA eng
NO de Burgos-Gonzalez A, Bryant V, Maciá-Martinez MA, Huerta C. A strategy for assessment and validation of major bleeding cases in a primary health care database in Spain. Pharmacoepidemiol Drug Saf. 2021 Dec;30(12):1696-1702. doi: 10.1002/pds.5357. Epub 2021 Sep 27. PMID: 34499394.
NO El presente artículo es parte del proyecto “Asociación entre el uso de estatinas y sangrado mayor y accidente cerebrovascular isquémico en pacientes en tratamiento con anticoagulantes de acción directa por fibrilación auricular” (“Association between statins use and major bleeding and ischemic stroke in patients taking direct oral anticoagulant for atrial fibrillation”).Proyectos de Investigación en Salud (Modalidad Proyectos de Investigación en Salud), 2017, Acción Estratégica de Salud 2013–2017.
NO Instituto de Salud Carlos III
DS Docta Complutense
RD 21 mar 2026