AI & Data Acumen Learning Outcomes Framework¶
Product or Programme · All products and programmes
Evidence · no claims cited
Description¶
A University of Arizona faculty, student, and staff task force framework that crosses seven AI-and-data knowledge dimensions with four cognitive proficiency levels to support higher-education curriculum development and assessment.
Components¶
Claims¶
Related Products and Programmes¶
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Key Sources¶
- Kathleen Kennedy & Anuj Gupta. (2025). AI & Data Competencies: Scaffolding holistic AI literacy in Higher Education. Thresholds Volume 48, Issue 2. https://journals.ku.edu/thresholds
Page metadata
| Field | Value |
|---|---|
type |
product |
id |
ai-data-acumen-learning-outcomes-framework |
title |
AI & Data Acumen Learning Outcomes Framework |
description |
A University of Arizona faculty, student, and staff task force framework that crosses seven AI-and-data knowledge dimensions with four cognitive proficiency levels to support higher-education curriculum development and assessment. |
status |
review |
moved_from |
theory/ai-data-acumen-learning-outcomes-framework |
product_kind |
framework |
generated |
by process:sweep-kinds on 2026-10-10 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — kathleen-kennedy-anuj-gupta-2025 |
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