PERMA-based AI well-being scale for faculty in AI-integrated teaching¶
Product or Programme · All products and programmes
Evidence · no claims cited
Description¶
A five-item Likert-scale instrument developed by Liu et al. to measure university faculty's positive emotion, engagement, relationships, meaning, and accomplishment in AI-supported teaching and academic work.
Components¶
Claims¶
Related Products and Programmes¶
- 22-item self-report instrument measuring contextual support, trust calibration, collaborative regulation, and perceived transfer gains
- 31-item five-scale questionnaire measuring AI support, mediators, and innovative competence
- Teacher enjoyment scale developed for this study (5 class-referenced items)
Key Sources¶
- Liu, W.; Li, Y.; Yan, Y.; Wang, J.; Wang, J.; Zhang, H. (2026). Exploring University Faculty’s AI Well-Being: A Structural Equation Model of Social Supports, AI Literacy, and Technological Self-Efficacy. Behavioral Sciences. https://doi.org/10.3390/bs16071168
Page metadata
| Field | Value |
|---|---|
type |
product |
id |
perma-based-ai-well-being-scale-for-faculty-in-ai-integrated-teaching |
title |
PERMA-based AI well-being scale for faculty in AI-integrated teaching |
description |
A five-item Likert-scale instrument developed by Liu et al. |
status |
review |
product_kind |
assessment |
generated |
by process:settle-candidates on 2026-10-12 |
trust |
unverified — no one has confirmed this page's content |
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