Transforming Teachers’ Roles and Agencies in the Era of Generative AI: Perceptions, Acceptance, Knowledge, and Practices by Xiaoming Zhai

 

✅ Key Focus

• Examines how Generative AI (GenAI) tools (e.g., ChatGPT) are reshaping teachers’ roles and agency in educational settings.

• Introduces a unified framework weaving together four dimensions—teachers’ perceptions, knowledge, acceptance, and classroom practices—to illuminate how they interact rather than operate in isolation arXiv. https://arxiv.org/html/2410.03018v1

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🧭 Conceptual Framework: Teacher Roles in the GenAI Era

Zhai proposes four teacher roles signifying increasing engagement depth with GenAI: 

• Observer: Minimal interaction—AI viewed as a distant or peripheral tool.

• Adopter: Uses GenAI for practical tasks (e.g. content generation) without deep pedagogical integration.

• Collaborator: Engages in cooperative activities alongside AI—co‑creating materials or guiding student use strategically.

• Innovator: Proactively integrates GenAI into teaching design, instruction, and assessment—positions teacher as co‑creator with high agency 

Progression through these roles reflects growing levels of acceptance, understanding, and purposeful practice.

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🔍 Insights from the Study

• Holistic Lens: Addresses the often-separate treatment of perceptions, knowledge, acceptance, and practices. Highlights how they combine to enable meaningful GenAI adoption 

• Support is Essential: Teachers are unlikely to evolve to “Innovator” status without ongoing professional development, robust institutional support, and deep understanding of GenAI’s capabilities. Otherwise usage stays superficial.

• From Knowledge to Action:

  • Perception: How teachers see GenAI—not just opportunities but also ethical or practical concerns.

  • Knowledge: Technical fluency with GenAI tools and understanding their pedagogical potential.

  • Acceptance: Willingness to adopt responsibly.

  • Practice: Actual integration into lesson design, content creation, feedback, assessment, and scaffolding student interaction.

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🧑‍🏫 Practical Implications

For teacher educators, school leaders, and policymakers:

• Prioritize comprehensive training programs that build all four dimensions—perception, knowledge, acceptance, practice.

• Encourage environments that support experimentation: teachers should be empowered, not constrained, in exploring creative GenAI applications.

• Facilitate movement along the role spectrum—from Observer → Adopter → Collaborator → Innovator—by offering scaffolding and institutional incentives 

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📌 Summary Table

Dimension	Description
Perception	How teachers interpret the value and risks of GenAI
Knowledge	Familiarity with GenAI tools and their capabilities
Acceptance	Readiness and trust to integrate GenAI in pedagogy
Practice	Actual classroom use: creating, guiding, assessing, collaborating with GenAI
Roles (progression)	Observer → Adopter → Collaborator → Innovator as engagement deepens

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➕ Wider Context

This paper builds on existing technology adoption frameworks (e.g., TAM, UTAUT) by blending them with qualitative insights to create a tailored model for GenAI in education 

It emphasizes that treating perception, knowledge, acceptance, and practice as separate silos fails to capture the complexity of teachers’ real-world engagement with GenAI.