DU REDCap Introduction Allison Tyler University of Denver MLIS 2016
What is REDCap? Data collection and management tool for all kinds of research data Create surveys (longitudinal, multi-arm, and more) Import data Export data sets to Excel, SPSS, SAS, and more Tool developed by Vanderbilt University Web-based tool available at: http://redcap.du.edu For access to REDCap for your research, contact the REDCap Administrator Ben Fotovich at: ben.fotovich@du.edu
Getting Access to REDCap For research involving human subjects, IRB approval (or exemption) required from the DU Office of Research and Sponsored Programs Required before access given for REDCap Anderson Academic Commons and the REDCap Administrator will not determine your need for IRB approval Once IRB approval (if needed) is provided, contact Ben Fotovich for account creation
REDCap Process 3 Phases Development Production Archived For survey/study development Testing of survey instrument Any test data entered will be deleted at end of this phase DU requires IRB approval (or waiver) before Development can begin Production All data entry considered “live” Archived Study inactive Data analysis complete
Project Development
Starting a New Project Choose “Create New Project” from your REDCap dashboard
Starting a New Project, Cont. Recommendations Purpose of this project For first REDCap project choose “Practice/Just for fun” Allows full functionality to become familiar with options Template or no? For first REDCap project choose “Create an empty project”
Starting a New Project, Cont. Purpose If “Research” is chosen, there are extra requirements before project request is submitted PI information IRB number Study type
Starting a New Project, Cont. Once selections are made, the request for a new project will be sent to the REDCap Administrator. It takes 1-2 business days for approval of project. Once approved, the project will appear under the “My Projects” tab.
Creating Survey Instrument Two Methods Available Online Designer Data Dictionary Allows building the survey instrument in the web application Able to manipulate the design that will be seen in data entry Appears as would be printed out Changes made one at a time Changes made in Excel spreadsheet and then imported into REDCap Can make changes to multiple parts of instrument at once Can be exported for further manipulation and re-imported
Online Designer
Online Designer, Cont. Choose type of field (survey question) Many options to choose from Once created, they can be rearranged into preferred order
Online Designer, Cont. Example: Multiple Choice Question with Drop-Down List of Answers
Online Designer, Cont. Example: Multiple Choice Question with Drop-Down List of Answers Notes: REDCap automatically codes answers Free to label fields as required Can set alignment of specific fields on the instrument page
Online Designer, Cont. There is no branching logic in this example.
Data Dictionary To make changes via Data Dictionary Download the Current Data Dictionary - OR - Download a template Data Dictionary to begin new project When finished, upload the CSV file
Data Dictionary, Cont. Demographics 1 Instrument in Data Dictionary
Data Dictionary, Cont. Demographics 1 Instrument in Data Dictionary WITH CHANGES Changes: Values New field Branching logic
Data Dictionary Once the new CSV files has been uploaded, changes do not take effect until “Commit Changes” is selected
Data Dictionary, Cont. All changes appear in the Online Designer Branching logic appears with other survey questions Only hidden when in data entry form New values update in drop- down menus New fields appear in order of Data Dictionary
Data Dictionary, Cont. Survey Instrument as a printed questionnaire Does not show branching logic Does not show value requirements (ex. “Home Town” value must be Zip Code as set in Data Dictionary) Each instrument can be printed out
Additional Features
Matrix of Fields Used to create a table of questions with the same possible answers without having to create separate fields.
Matrix of Fields
Branching Logic Allows certain fields to only be visible under certain circumstances To add branching logic to an existing or newly created field in the online designer: Branching logic based upon choosing “Cat” in Favorite Pet.
Branching Logic Drag-N-Drop Method Choose choices from other fields As many as are applicable Drag those choices to right hand box Select either “ALL below are true” or “ANY below are true” Branching logic based upon choosing “Cat” in Favorite Pet.
Branching Logic Advanced Branching Logic Syntax Method Manually code the branching logic [parent field name]=“coded answer” For this example: Food allergy question only appears when the Favorite Pet answer is Cat (2) REDCap will validate the branching logic and highlight errors Branching logic based upon choosing “Cat” in Favorite Pet. This is the same coding that is used in the data dictionary
Branching Logic Branching Logic in Action vs. Branching logic based upon choosing “Cat” in Favorite Pet.
Longitudinal Data Collection Allows for repeating survey events with same participants or different across period of time Can be with the same survey instruments or with different ones across each event If not already set when creating the project, the functionality can be set under “Project Setup”
Longitudinal Data Collection Once longitudinal data collection is enabled Can schedule specific events
Longitudinal Data Collection Add multiple events Designate event intervals If multi-armed survey, can schedule different events per arm
Longitudinal Data Collection Once the events are defined Designate which survey instruments are to be used for which events Can choose as many as needed The events per arm do not need to be the same
Multi-Arm Studies For studies with multiple participant groups May or may not have same events May or may not be on the same schedule New arms are added in the same “Define My Events” tab where new events are added
Multi-Arm Studies Events are added to new arms in the same way that they are in any other longitudinal study
Scheduling Events For longitudinal studies, a schedule can be set up for each participant/record Multi-arm studies can also be schedule based on the needs of each arm
Scheduling Events Based on the interval between events and a specified start date, a schedule for each record is created automatically
Data Entry
Data Entry Surveys One or more survey instruments can be emailed to participants to fill out Survey mode must be enabled for the project AND the individual instruments Public Survey Link (link allows multiple survey submissions) Participant List (link only valid for one submission) Survey responses create new records in order that they are received
Data Entry Manual Data Entry Data entered one at a time per record and/or event Can be entered real time by participant/PI or from printed survey instruments
Data Entry Data Import Tool For pre-existing data or data from another source REDCap provides 2 possible CSV templates Records arranged in columns or in rows Once data is filled in on the CSV file use the Data Import Tool to upload and import records Data in CSV file needs to be in the same order as the REDCap data forms for ease of transfer
Results & Report Building
Results & Report Building Main page produces reports with all recorded data OR selected instruments/events
Results & Report Building Also able to create restricted reports Can isolate specific fields Filters allow further customization Can restrict identifiable information Export reports into multiple formats: CSV/Excel (raw data or with labels) SPSS SAS R STATA
Results & Report Building Able to Compare records This can be done between record IDs or between events for the same record Only shows fields with differing values
More Resources
More Resources REDCap Training Videos https://redcap.du.edu/index.php?action=training University of Denver Institutional Review Board http://www.du.edu/orsp/human-research-protection-program/institutional- review-board.html