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Implement reproducible research practices throughout project lifecycle. Preregistration: 1. Register study protocol before data collection (OSF, ClinicalTrials.gov). 2. Include hypotheses, methods, analysis plan, sample size justification. 3. Distinguish confirmatory from exploratory analyses. Repro...
Create a comprehensive data management plan. Components: 1. Data types and formats. 2. Metadata and documentation standards. 3. Storage and backup strategy (3-2-1 rule). 4. Access and sharing policies. 5. Ethical and legal compliance (GDPR, HIPAA). 6. Roles and responsibilities. 7. Long-term preserv...
