Transforming the Information System for Research in Primary Care (SIDIAP) in Catalonia to the OMOP Common Data Model and Its Use for COVID-19 Research

被引:3
|
作者
Raventos, Berta [1 ,2 ]
Fernandez-Bertolin, Sergio [1 ]
Aragon, Maria [1 ]
Voss, Erica A. [3 ,4 ,5 ]
Blacketer, Clair [3 ,4 ,5 ]
Mendez-Boo, Leonardo [6 ]
Recalde, Martina [1 ]
Roel, Elena [1 ,2 ]
Pistillo, Andrea [1 ,7 ]
Reyes, Carlen [1 ]
van Sandijk, Sebastiaan [8 ]
Halvorsen, Lars [9 ]
Rijnbeek, Peter R. [4 ,5 ]
Burn, Edward [1 ,10 ]
Duarte-Salles, Talita [1 ,4 ,11 ]
机构
[1] CSIC, ICN2, Barcelona, Spain
[2] Univ Autonoma Barcelona, Campus Bellaterra, Cerdanyola Del Valles, Barcelona, Spain
[3] Janssen Pharmaceut, Res & Dev, Titusville, NJ USA
[4] Erasmus Univ, Med Ctr, Dept Med Informat, Rotterdam, Netherlands
[5] OHDSI Collaborators, Observat Hlth Data Sci & Informat OHDSI, New York, NY USA
[6] Inst Catala Salut, Equipo Atenc Primaria Sanllehy, Barcelona, Spain
[7] Univ Pompeu Fabra, Barcelona, Spain
[8] NET4GAS, S R O, Prague, Czech Republic
[9] Medimprove, Kontich, Belgium
[10] Univ Oxford, Ctr Stat Med, Oxford OX3 7LF, England
[11] Inst Univ Invest AtencioPrimaria Jordi Gol IDIAP, Gran Via Corts Catalanes 587 At, Barcelona 08007, Spain
来源
CLINICAL EPIDEMIOLOGY | 2023年 / 15卷
关键词
electronic health records; medical ontologies; secondary data use; common data model; OMOP;
D O I
10.2147/CLEP.S419481
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Purpose: The primary aim of this work was to convert the Information System for Research in Primary Care (SIDIAP) from Catalonia, Spain, to the Observational Medical Outcomes Partnership (OMOP) Common Data Model (CDM). Our second aim was to provide a descriptive analysis of COVID-19-related outcomes among the general population. Patients and Methods: We mapped patient-level data from SIDIAP to the OMOP CDM and we performed more than 3,400 data quality checks to assess its readiness for research. We established a general population cohort as of the 1st March 2020 and identified outpatient COVID-19 diagnoses or tested positive for, hospitalised with, admitted to intensive care units (ICU) with, died with, or vaccinated against COVID-19 up to 30th June 2022.Results: After verifying the high quality of the transformed dataset, we included 5,870,274 individuals in the general population cohort. Of those, 604,472 had either an outpatient COVID-19 diagnosis or positive test result, 58,991 had a hospitalisation, 5,642 had an ICU admission, and 11,233 died with COVID-19. A total of 4,584,515 received a COVID-19 vaccine. People who were hospitalised or died were more commonly older, male, and with more comorbidities. Those admitted to ICU with COVID-19 were generally younger and more often male than those hospitalised and those who died.Conclusion: We successfully transformed SIDIAP to the OMOP CDM. From this dataset, a general population cohort of 5.9 million individuals was identified and their COVID-19-related outcomes over time were described. The transformed SIDIAP database is a valuable resource that can enable distributed network research in COVID-19 and beyond.
引用
收藏
页码:969 / 986
页数:18
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