ARAAdminQuestion Bankv1.1Q12
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Edit question Q12

Changes apply to all in-flight assessments. Historical completed assessments keep their original question text via version snapshots.

Lineage

Org pillar layer
Layer 1 · rating

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

Employees have access to a documented AI experimentation sandbox or pilot programme to test ideas safely without breaking production systems.

للموظفين وصول إلى بيئة تجريبية موثقة للذكاء الاصطناعي أو برنامج تجريبي لاختبار الأفكار بأمان دون التأثير على الأنظمة الإنتاجية.

2 · Pillar

Culture & Change Readiness
Leadership cascade, ROI framework, employee sentiment, change plans.

3 · Score map

OptionScore (1–5)
1 - Not at all1
2 - Early exploration2
3 - In progress3
4 - Mostly in place4
5 - Comprehensive5
Region: both·Sector: all·Display order: 12·Active
Validation evidence

Per-item content-validity trail

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.

Question details

For multiple choice / yes-no, enter options and score_map as JSON.