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Edit checks
automated validation used in EDC systems to ensure data accuracy, completeness, consistency
- Range checks - data falls in certain range
- Missing data checks
- Consistency checks - compares related fields to ensure logical alignment
- Logical/cross form checks - validate relationships between variables (ex gender specific) or data sequencing (treatment date after enrollment date)
- Calculation checks - auto calculate/verify derived fields
queries/discrepancy flags
automatic or manual discrepancies noted in data to facilitate data cleaning
Medidata role
- cloud platform for clinical trials
- EDC, RTSM, eCOA, CTMS
Rave EDC
electronic data capture
- function of Medidata
Randomization and trial supply management RTSM
manages patient randomization, drug dosing design, supply chain logistics
- function of Medidata
Electronic clinical outcome assessment eCOA
- software for collecting data about patient's health, symptoms, function
- Patient uploads data themself
- function of Medidata
Clinical trial management system CTMS
software to plan, track, manage operations of clinical trials
- function of Medidata
Clinical trial components
Contract research organization CRO
Sponsor
Site
Patients
Case report form CRF
Contract research organization CRO
external company providing outsourced research, development, clinical trial resources
- clinical trial component
sponsor
designs study protocol, defines data collection guidelines and eCRF, analyzes data
- clinical trial component
site
- maintains physical/electronic study files, ensures trained staff, captures patient data on CRF, responsible for accuracy
- Conducts the study operations
- clinical trial component
patients
provides data
- clinical trial component
Case report form CRF
- structured forms to capture study data
- clinical trial component
Data integrity importance
- collected data is used to determine safety/efficacy of new treatment
- Protects patient safety
- Ensures scientific validity/reproducibility
- Meeting regulatory compliance
- Prevents waste (delays, redoing studies, pulling products)
- Maintaining ethical standards + public trust
Audit trail
- tracks all changes, creations, deletions, interactions with trial data
- Ensures data integrity + regulatory compliance (prevents fabrication)
Food and drug administration FDA
regulates treatment and medicines to protect public health
Good x practice GxP
- collection of quality/regulatory guidelines used in life sciences, medical devices, related industries
- Best practices in various settings (lab, manufacturing, clinical trial)
21 CFR Part 11
- FDA regulation defining criteria under which electronic records are considered trustworthy, reliable, legally equivalent to paper/handwritten records and signatures
Protected health information PHI
individually identifiable health data created/used/disclosed during clinical study
Health insurance portability and accessibility act HIPAA
law to protect sensitive patient health data
General data protection regulation GDPR
EU data privacy and security law