REDCap: Research Electronic Data Capture

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Presentation transcript:

REDCap: Research Electronic Data Capture A secure, web-based application for building and managing online surveys and databases Liz Chen, MBA Informatics Core Manager UCLA Clinical and Translational Science Institute @Harbor-UCLA Medical Center and Los Angeles Biomedical Research Institute

What’s REDCap REDCap is a mature, secure web application for building and managing online surveys and databases. Designed specifically to support biomedical/clinical research studies. Supports data entry from case report forms, as well as deployment of online surveys. Using REDCap's stream-lined process for rapidly developing projects, you may create and design projects using 1) the online method from your web browser using the Online Designer; and/or 2) the offline method by constructing a 'data dictionary' template file in Microsoft Excel, which can be later uploaded into REDCap. Provides export procedures for seamless data downloads to Excel and common statistical packages (SPSS, SAS, Stata, R) No programming or web development experience needed. User-friendly interfaces for building forms, structuring databases, entering data, and developing queries.

REDCap Features Fast Setup - Build databases quickly and easily. Secure and web-based - Input data from anywhere in the world with secure web authentication Multi-site access - Support studies involving researchers from multiple sites and institutions. Flexible - Fully customizable. You are in total control of shaping your database. Mid-study modifications - Modify the database at any time during the course of the study. Easy in - Data may be imported from external data sources to begin a study or to provide mid- study data uploads. Easy out - Export data to common data analysis packages - Exports raw data and syntax files for SAS, Stata, R, and SPSS for analysis Audit trails - Track data access and data manipulation. User rights -Define member-specific permissions for the research team.

REDCap Project and REDCap Consortium The REDCap Consortium is composed of 2496 active institutional partners in 115 countries who utilize and support REDCap in various ways. The REDCap application allows users to build and manage online surveys and databases quickly and securely, and is currently in production use or development build-status for more than 450,000 projects with over 590,000 users spanning numerous research focus areas across the consortium. http://www.project-redcap.org/

REDCap at LABiomed 2006: REDCap Consortium formed, we are one of the first 10 Consortiums 2008: First REDCap Project went live. Server hosted by CTSI at Harbor UCLA and LABiomed - Contact: Liz Chen (lchen@labiomed.org) - Available to all researchers with project approved by IRB. - Website: https://research.labiomed.org/redcap Use of REDCap should be cited in any publications or presentations arising from research projects that make use of the application. http://ctsi.ucla.edu/pages/cite

How to request redcap access

REDCap Workflow Step 2 Development Step 1 Request Step 3 Production Submit IRB Application (Select use CTSI, Informatics) Submit REDCap request https://research.labiomed.org/redcap/surveys/?s=nEcpxr Step 1 Request Design Form Enter test data Export test Step 2 Development Move to production (IRB approved) Start data collection Step 3 Production

REDCap Request Complete access request form to register: https://research.labiomed.org/redcap/surve ys/?s=nEcpxr Once approved, log in using AD username and password. Things to consider: Is the project longitudinal (data collection forms to be administered at multiple time points)? Does it include Survey? 2) IRB approved? 3) Have you done all the following in your IRB application? -select "CTSI" as one of the review boards -select "Yes" in question: "Are you going to be using the services of the CTSI?“ -If it's informatics use only, select this is CTSI "core-only" application, then select "informatics".

Access REDCap https://research.labiomed.org/redcap/index.php Labiomed users: use labiomed email username and password Non-labiomed users: user Redcap username and password generated by REDCap

Design & modification

Data Collection Forms and Surveys Build data collection forms using REDCap’s Online Designer. Or download data dictionary and make modifications. Forms can be enabled as surveys, Survey link can be emailed to a list of participants.

Online Designer – Field Type

Online Designer Branch Logic Add/Edit Field Field Label (display on screen) Variable Name (field name in database, Only letters, numbers, and underscores) Validation Required Identifier Alignment Field Note (small reminder text displayed underneath field) Branch Logic

Longitudinal Study (Events) Define your events

Longitudinal Study (Events and Forms) Designate Forms for Events

Move to production Do not start data collection in development mode. Send request to administrator when ready to move to production indicate keep/delete data before move.

Mid-study modification Project setup/Online designer Enter Draft Mode Submit Changes for Review

Data entry

Data Entry Add/Edit Records

Record Status Dashboard

survey

Survey – public URL Manage Survey Participants Public survey URL (you can include it in your email)

Survey Participant List

Survey – send a invitation

Data Export, Report, Import, User, Logging, File Repository Other functions Data Export, Report, Import, User, Logging, File Repository

Data Export Report Builder Data Export Tools Graphical Data View & Descriptive Statistics

Fields to include in report Report Builder Step 1 User Access Step 2 Fields to include in report Step 3 Filters Step 4 Order the Results

Data Import Tool Download your Data Import Template Place the data for each record in the data import template Click the 'Browse' or 'Choose File' button below to select the file on your computer, and upload it by clicking the 'Upload File' button. Once your file has been uploaded, the data will NOT be immediately imported but will be displayed and checked for errors to ensure that all the data is in correct format before it is finally imported into the project.

User Rights

Logging (audit trail)

File Repository

Learn More about REDCap REDCap provides a library of videos explaining how to use its various modules. They can be accessed from the user’s home page. https://research.labiomed.org/r edcap/index.php?action=trainin g

Case Study Publication http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4422872/ Effectiveness of a smartphone application for weight loss compared with usual care in overweight primary care patients: a randomized, controlled trial. BACKGROUND: Many smartphone applications (apps) for weight loss are available, but little is known about their effectiveness. OBJECTIVE: To evaluate the effect of introducing primary care patients to a free smartphone app for weight loss. DESIGN: Randomized, controlled trial. (ClinicalTrials.gov: NCT01650337). SETTING: 2 academic primary care clinics. PATIENTS: 212 primary care patients with body mass index of 25 kg/m2 or greater. INTERVENTION: 6 months of usual care without (n = 107) or with (n = 105) assistance in downloading the MyFitnessPal app (MyFitnessPal). MEASUREMENTS: Weight loss at 6 months (primary outcome) and changes in systolic blood pressure and behaviors, frequency of app use, and satisfaction (secondary outcomes).

Case Study

Question? Thank you.

DHS SAGE I2b2

What’s SAGE i2b2 i2b2 (Informatics for Integrating Biology & the Bedside) was designed to support cohort identification, retrospective data analysis, and hypothesis generation. Data is accessed through a web client. The web client is designed with a user-friendly, drag-and-drop interface to enable users to perform data queries without extensive training or technical expertise. I2b2 data is from ORCHID. SAGE=Systematic Application and Generation of Evidence

Available Data Demographics Procedures (ICD9, ICD10 & CPT4) Diagnoses (ICD9, ICD10 & SNOMED-CT) Procedures (ICD9, ICD10 & CPT4) Laboratory Results (LOINC) Microbiology (SNOMED-CT) Medications (NDC) Vital Signs Visit Location Visit Detail

Limitations Cerner Millennium Data Only Refreshed Bi-Weekly Data Could be Slightly out of Sync (e.g. coding not completed on a case prior to refresh) Not every single field in Cerner is mapped (information in note is not available)

Understanding data de-identification Dates shifted +/- 5 weeks Shifted by 7 days (e.g. admit date on a Wednesday will be in S.A.G.E on a Wednesday) All ages over 89 are aggregated into a single category of age 90 or older.

I2b2 weblink and training https://i2b2.cernerresearch.com/webclient/ I2b2 Training video available on DHS intranet: http://myladhs.lacounty.gov/harbor/orchid/sitepages/sage.aspx