Research electronic data capture (REDCap)-A metadata-driven methodology and workflow process for providing translational research informatics support
Citations
8,712 citations
1,576 citations
Additional excerpts
...Age, mean (SD), y 49 (14) 48 (16) 49 (13) ....
[...]
...LVEDV index, mean (SD), mL/m2 86 (13) 80 (11)c 76 (14)c <....
[...]
1,523 citations
1,365 citations
Cites methods from "Research electronic data capture (R..."
...The Research Electronic Data Capture platform (Harris et al., 2009) was used to program the National Stressful Events Sur vey questionnaire and to record all survey data....
[...]
1,353 citations
References
209 citations
"Research electronic data capture (R..." refers background or methods in this paper
...and international institutions collaborating on the project; and (5) strengths and limitations of the RED-...
[...]
...double-data entry options); (5) data attribution and audit capabilities; (6) protocol document storage and sharing; (7) central data storage and backups; (8) data export functions for common statistical packages; and (9) data import functions to facilitate bulk import of data from other systems....
[...]
...consent forms, analysis code) or generated export files (SAS, SPSS, R, Stata, Excel); (4) a RIGHTS table containing specific researcher rights and expiration settings; and (5) a flat DATA table used to store all collected data for the study (one row per subject with all collected data fields stored in columns)....
[...]
68 citations
Additional excerpts
...We present: (1) a brief description of the REDCap metadata-driven software toolset; (2) detail concerning the capture and use of study-related metadata from scientific research teams; (3) measures of impact for REDCap; (4) details concerning a consortium network of domestic and international institutions collaborating on the project; and (5) strengths and limitations of the REDCap system....
[...]
...consent forms, analysis code) or generated export files (SAS, SPSS, R, Stata, Excel); (4) a RIGHTS table containing specific researcher rights and expiration settings; and (5) a flat DATA table used to store all collected data for the study (one row per subject with all collected data fields stored in columns)....
[...]
...The following key features were identified as critical components for supporting research projects: (1) collaborative access to data across academic departments and institutions; (2) user authentication and role-based security; (3) intuitive electronic case report forms (CRFs); (4) real-time data validation, integrity checks and other mechanisms for ensuring data quality (e....
[...]
...teams; (3) measures of impact for REDCap; (4) details concerning a consortium network of domestic...
[...]
54 citations
"Research electronic data capture (R..." refers background in this paper
...double-data entry options); (5) data attribution and audit capabilities; (6) protocol document storage and sharing; (7) central data storage and backups; (8) data export functions for common statistical packages; and (9) data import functions to facilitate bulk import of data from other systems....
[...]
15 citations
"Research electronic data capture (R..." refers background or methods in this paper
...The standard REDCap project requires five distinct tables stored in a single MySQL database: (1) a METADATA table containing all study data pertaining to database storage (data field types and naming used for automatic creation of separate data storage table) and CRF presentation (form names and security levels, field-specific display and validation rules); (2) a LOGGING table used to store all information about data changes and exports; (3) a DOCS table used to store uploaded (ex....
[...]
...The following key features were identified as critical components for supporting research projects: (1) collaborative access to data across academic departments and institutions; (2) user authentication and role-based security; (3) intuitive electronic case report forms (CRFs); (4) real-time data validation, integrity checks and other mechanisms for ensuring data quality (e....
[...]
...teams; (3) measures of impact for REDCap; (4) details concerning a consortium network of domestic...
[...]
7 citations
"Research electronic data capture (R..." refers background or methods in this paper
...The standard REDCap project requires five distinct tables stored in a single MySQL database: (1) a METADATA table containing all study data pertaining to database storage (data field types and naming used for automatic creation of separate data storage table) and CRF presentation (form names and security levels, field-specific display and validation rules); (2) a LOGGING table used to store all information about data changes and exports; (3) a DOCS table used to store uploaded (ex....
[...]
...We present: (1) a brief description of the REDCap metadata-driven software...
[...]
...The following key features were identified as critical components for supporting research projects: (1) collaborative access to data across academic departments and institutions; (2) user authentication and role-based security; (3) intuitive electronic case report forms (CRFs); (4) real-time data validation, integrity checks and other mechanisms for ensuring data quality (e....
[...]