data review and cleaning

Checking new and modified data on an ongoing basis.

training

On-the-job-coaching for data managers.

user acceptance testing

Data entry and edit check testing for live study data collection.

procedures

Implementing data management routines.

auditing

Advancing accurate data, ready for analysis.