Source Documents and Source Data Verification
Learning Outcomes
Outcomes
2 / 7
Learning Outcomes
- Describe common clinical research data entry workflows and their implications for data quality.
- Explain the relationship between source documents, source data, CRFs, eCRFs, and source data verification.
- Compare single data entry, double data entry, and direct electronic capture approaches.
- Apply validation, required fields, and completion guidelines to improve data entry quality.
- Explain role-based access control and the principle of least privilege.
- Describe how Data Access Groups support confidentiality and operational separation in multisite studies.
- Explain the purpose of audit trails and how they support data integrity, accountability, and regulatory review.
- Design a user training and competency plan for research data entry staff.
- Identify common data entry errors and propose practical prevention strategies.