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Say What?! Incorporating Student Voice in AI Classroom Policy

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Turbo Talk - Stage 2

Turbo Talk
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Session description

Struggling to set AI guidelines that students will follow? Ask your students for help! Often overlooked, student voices offer meaningful and essential contributions to classroom policy for buy-in. We will share a replicable model for creating constructive dialogue and helping students think critically about classroom AI use.

Outline

I. AI Trends & Education Policy (10 minutes)
A. Brief overview of AI’s impact on Education
B. Attendees share their attitudes and use of AI through poll
C. Evolving policy landscape at organizational level
D. Data on student and educator attitudes about AI use in education
II. Role of Student Voice (8 minutes)
A. Attendee small groups notice and wonder while reviewing data
B. Highlight issues of trust
C. Student voice as best practice in creating policy buy-in and compliance
III. Replicable Framework for AI Classroom Dialogue (14 minutes)
A. Design for collecting student input
B. AI data privacy in context of data privacy and digital citizenship
C. Attendees use model activity to investigate AI data privacy terms
D. Present sample belief statements and scenarios
E. Attendees use sentence frame to draft an AI belief statement
IV. Conclusions and recommendations (3 minutes)
A. Impact of project on classroom AI policy development in our setting
B. Attendees share opportunities for adapting to their setting

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Outcomes

After this session, participants will be able to:
Summarize common beliefs among students about AI
Compare their own beliefs about AI use in the classroom to others
Articulate the benefits of involving students in dialogue about classroom policy, including AI use
Identify the challenges of candidate teachers in understanding AI as both an educator and a student
Design a classroom activity to gather student input on AI policy using a replicable framework

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Supporting research

EDUCAUSE. (2024) 2024 EDUCAUSE Action Plan: AI Policies and Guidelines. https://www.educause.edu/research/2024/2024-educause-action-plan-ai-policies-and-guidelines

Bae, H., Jaesung, H., Park, J., Woong Choi, G., & Moon, J.(2024) Pre-service teachers’ dual perspectives on generative AI: Benefits, challenges, and integration into their teaching and learning. Online Learning Volume 28(3), (131-156). DOI:10.24059/olj.v28i3.4543

Lin, L. (2025, August 14). Higher Ed 2.0: N.C. Schools Tackle AI. The Assembly NC. https://www.theassemblync.com/education/higher-education/nc-colleges-artificial-intelligence/.

Muscanell, R., et. al. (n.d.). 2025 EDUCAUSE Horizon Report—Teaching and Learning Edition. Retrieved September 17, 2025, from https://library.educause.edu/-/media/files/library/2025/5/2025hrteachinglearning.pdf

NCDPI Generative AI Implementation Recommendations and Considerations for PK-13 Public Schools. (n.d.). Google Docs. Retrieved September 17, 2025, from https://docs.google.com/document/d/1U-AwwwBg7glJ4ZDlcKVzARuFRPWwUWzqRN2rOgT9zlA/edit?usp=sharing&usp=embed_facebook.

Pelletier, K., et. al (2024). 2024 EDUCAUSE Horizon Report—Teaching and Learning Edition. Retrieved September 17, 2025 from https://library.educause.edu/-/media/files/library/2024/5/2024hrteachinglearning.pdf

Ron, H., Chun, C.(2024) Digital Education Council Global AI Student Survey 2024 AI or Not AI: What Students Want. 29pp

Walton Family Foundation. (2024) AI Chatbots in Schools Findings from a Poll of K-12 Teachers, Students, Parents, and College Undergraduates. https://static.waltonfamilyfoundation.org/bf/24/cd3646584af89e7c668c7705a006/deck-impact-analysis-national-schools-tech-tracker-may-2024-1.pdf

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Presenters

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Director of Digital Learning
North Caroline State University
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Director METRC
North Carolina State University
ISTE Certified Educator

Session specifications

Topic:

Artificial Intelligence

Grade level:

Community College/University

Audience:

School Level Leadership, Teacher Prep, Teacher

Attendee devices:

Devices useful

Attendee device specification:

Smartphone: Android, iOS, Windows
Laptop: Chromebook, Mac, PC
Tablet: Android, iOS, Windows

Subject area:

Teacher Education

ISTE Standards:

For Educators: Citizen

Transformational Learning Principles:

Develop Expertise, Ignite Agency