Instructor and evidence resources

Editable resource pack for the survey dashboard

Use these pages and downloads to brief students, faculty, or workshop facilitators without exposing the original questionnaire file.

Return to the main dashboard and explore readiness, misconception and theme patterns.

Read the peer-reviewed survey-to-literature comparison and APA reference list.

Explain how identifiers were removed and how the dashboard should be used responsibly.

Download cohort-level results and literature benchmark data for reuse in slides or apps.

Download synthetic-ID records for non-identifying exploration and dashboard customization.

Download the anonymization method as a Markdown file for instructor documentation.

Open the visible author and credibility page with public links, methodology transparency, and structured-data notes.