NBoundary Isle
Data quality

Psychology test data quality checklist for online studies

Online psychology tests need readable rows, stable completion events, clear response mapping, and a review pass before search or community traffic arrives.

Launch checklist

Before sharing a task, inspect instructions, practice screens, trial counts, response keys, conditions, and completion handling.

  • Instructions
  • Practice
  • Trial count
  • Keys
  • Completion

Export fields

Each row should carry enough context for later analysis: task phase, stimulus id, condition, response key, correctness, reaction time, and session id.

  • phase
  • stimulus_id
  • condition
  • response_key
  • correct
  • rt
  • session_id

Indexing boundary

Search-ready pages can describe the task and limits, while private reports, account routes, and raw event payloads stay outside public discovery files.

FAQ

What should be checked before launch?

Check instructions, practice trials, response mapping, required fields, completion events, device notes, and exclusion flags before sharing.

What makes export data readable?

The best export table lets a reviewer understand each trial row without reopening the task source.

How should public samples be handled?

Keep public sample pages safe, and keep private result payloads outside sitemap and llms files.

Updated ยท Canonical https://d5y7g8h0u4-20251108.com/guides/psychology-test-data-quality