Design once, reuse often
Version your instrument and reuse it across cohorts with timestamped changes.
Preregister & document
Attach prereg links and analysis plans so context travels with the data.
Quality control
- Attention checks and timing rules flag low-quality entries.
- Branching keeps questions relevant, reducing noise.
Analysis handoff
Export labeled CSVs with codebooks for reproducibility.