Our experienced staff provide data quality focusing on key aspects of data management: accuracy, completeness, consistency, validity, timeliness, and uniqueness. Contact us to discuss your specific research project needs.
Database development services we offer:
SQL Server for storage of data.
- Design and maintenance of SQL objects (tables, views, functions, stored procedures, scheduled jobs). Table development includes protocol management tables as well as tables for recruitment, screening, consenting, tracking, and assessment results.
- Enforcement of data integrity via Foreign Keys, Constraints and Table Triggers.
- Use of data change logs that track insert, update, and delete operations for each record, which are logged and safely stored.
- Scoring of assessments
- Data driven email and text alerts (pending appointments, missed appointments, suicidal ideation).
Microsoft Access front ends for interacting with your data.
- Creation of data entry forms
- File versioning where everyone has their own updated copy of the front-end.
- Custom creation of reports: dynamic data dictionary, recruitment summaries, demographic summaries, timepoint tracking, data quality reports.
Data processing
- R
- Python
GIS related data processing (based on staff availablity)
- ArcGIS
- Tableau
- R
- Geospatial analysis
- US Census Data
Data Collection Templates
- RedCap
- Qualtrics