Changes apply to all in-flight assessments. Historical completed assessments keep their original question text via version snapshots.
Every question is tagged at the database level to exactly one construct. This is the chain a consultant or client can show the stakeholder asking “where did this question come from?”
1 · Item
Employee unions or representative bodies have been formally engaged on the workforce implications of AI deployments.
تم إشراك نقابات الموظفين أو الهيئات الممثلة رسمياً في تداعيات نشر الذكاء الاصطناعي على القوى العاملة.
2 · Pillar
3 · Score map
| Option | Score (1–5) |
|---|---|
| 1 - Not at all | 1 |
| 2 - Early exploration | 2 |
| 3 - In progress | 3 |
| 4 - Mostly in place | 4 |
| 5 - Comprehensive | 5 |
No validation evidence captured for this question yet. Click below to ask Claude for an AI-suggested anchor against the curated bibliography in the methodology brief. Suggestions are saved as ai_proposed and require admin review before they appear in any client report.
For multiple choice / yes-no, enter options and score_map as JSON.