REPLICCAR II Study: data quality audit in the paulista cardiovascular surgery registry
PLos ONE
; 15(7): 1-13, July., 2020. tab., graf.
Article
in English
| Sec. Est. Saúde SP, SESSP-IDPCPROD, Sec. Est. Saúde SP
| ID: biblio-1122314
Responsible library:
BR79.1
Localization: BR79.1
ABSTRACT
The quality of data in electronic healthcare databases is a critical component when used for research and health practice. The aim of the present study was to assess the data quality in the Paulista Cardiovascular Surgery Registry II (REPLICCAR II) using two different audit methods, direct and indirect. The REPLICCAR II database contains data from 9 hospitals in São Paulo State with over 700 variables for 2229 surgical patients. The data collection was performed in REDCap platform using trained data managers to abstract information. We directly audited a random sample (n = 107) of the data collected after 6 months and indirectly audited the entire sample after 1 year of data collection. The indirect audit was performed using the data management tools in REDCap platform. We computed a modified Aggregate Data Quality Score (ADQ) previously reported by Salati et al. (2015). The agreement between data elements was good for categorical data (Cohen κ = 0.7, 95%CI = 0.59-0.83). For continuous data, the intraclass coefficient (ICC) for only 2 out of 15 continuous variables had an ICC < 0.9. In the indirect audit, 77% of the selected variables (n = 23) had a good ADQ score for completeness and accuracy. Data entry in the REPLICCAR II database proved to be satisfactory and showed competence and reliable data for research in cardiovascular surgery in Brazil.
Full text:
Available
Collection:
National databases
/
Brazil
Database:
Sec. Est. Saúde SP
/
SESSP-IDPCPROD
Main subject:
Cardiovascular Surgical Procedures
/
Data Accuracy
Limits:
Humans
Language:
English
Journal:
PLos ONE
Year:
2020
Document type:
Article
Institution/Affiliation country:
Beneficência Portuguesa de São Paulo/BR
/
Hospital De Base de São José do Rio Preto/BR
/
Hospital Israelita Albert Einsten/BR
/
Hospital Samaritano Paulista/BR
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Hospital das Clínicas da Universidade Estadual de Campinas/BR
/
Instituto Dante Pazzanese de Cardiologia/BR
/
Instituto do Coração do Hospital das Clínicas da Faculdade de Medicina do Estado de São Paulo (INCOR)/BR
/
Irmandade da Santa Casa de Misericórdia de Marília/BR
/
Irmandade da Santa Casa de Misericórdia de São Paulo/BR