Specific assessment strategies that emphasize critical thinking, creativity, and originality in AI-integrated environments are recommended but not detailed or validated.
Research gap analysis derived from 4 education papers in our local library.
The gap
Specific assessment strategies that emphasize critical thinking, creativity, and originality in AI-integrated environments are recommended but not detailed or validated.
Consensus across the literature
Clustered from 4 gap mentions across 4 papers via embedding cosine ≥ 0.62.
Research trend
Established — well-defined area with open sub-problems.
Supporting evidence — 4 representative gaps
- Understanding university teachers’ continuance of an AI teaching assistant: an integrated TTF–TAM–ECM model in higher education (2026) · doi
Professional development should extend beyond technical skills to include reflective skills in AI integration, critical evaluation of AI outputs, and affective dimensions of AI adoption.
Keywords: skills professional development extend beyond technical include reflective integration critical evaluation outputs affective dimensions adoption - AI literacy and Ethical use: Developing and validating a Framework for Pre-service and In-service Teachers in Technology-Integrated Classrooms (2026) · doi
Research is needed to examine the sustainability of professional development effects and identify factors that promote or hinder sustained implementation of AI literacy practices.
Keywords: needed examine sustainability professional development effects identify factors promote hinder sustained implementation literacy practices - The Impact of Artificial Intelligence (AI) Implementation on Students’ Mindset in The Era of The Fourth Industrial Revolution (2026) · doi
Specific assessment strategies that emphasize critical thinking, creativity, and originality in AI-integrated environments are recommended but not detailed or validated.
Keywords: specific assessment strategies emphasize critical thinking creativity originality integrated environments recommended detailed validated - Teachers’ perceptions of artificial intelligence in curriculum integration: opportunities, concerns, and professional development needs (2026) · doi
While teachers emphasized the need for structured professional development to build AI literacy and prevent over-reliance and dependency, no empirical data exist comparing different professional development models (institutional training versus self-directed learning formats) for their effectiveness in translating positive perceptions into classroom practices.
Keywords: professional development AI literacy pedagogical capacity institutional training self-directed learning
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