Wed 9 Aug 2023 09:00 - 09:25 - Algorithmic Fairness and Ethics

While the CS education community has successfully incorporated tech-ethics assignments and modules into computing courses, we lack a defined process for instructional design to create these materials from scratch across the curriculum. To enable the development of such a process, we explore two research questions: (1) What specific instructional design challenges emerge when creating ethically-integrated assignments for CS courses? And (2) what strategies might overcome them? We address these questions using Research through Design, a method for critically examining design processes. Applying this method to our own process of creating ethics-integrated CS assignments yielded four key challenges: identifying an ethical context, maintaining a technical focus, eliciting both ethical and technical thinking from students, and making the assignment practical for the classroom. Further, the Research through Design approach revealed process-level insights for addressing these challenges, which can apply across the computing curriculum. This paper also serves as a case study of Research through Design for CS education, highlighting the importance of the instructional design process and the behind-the-scenes challenges and design decisions that go into tech-ethics materials.

Wed 9 Aug

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09:00 - 10:15
Algorithmic Fairness and EthicsResearch Papers

Session Chair: Claudia Szabo

09:00
25m
Talk
Designing Ethically-Integrated Assignments: It's Harder Than it Looks
Research Papers
Noelle Brown University of Utah, Koriann South University of Utah, Suresh Venkatasubramanian Brown University, Eliane Wiese University of Utah
09:25
25m
Talk
Funds of Knowledge used by Adolescents of Color in Scaffolded Sensemaking around Algorithmic Fairness
Research Papers
Jean Salac University of Washington, Seattle, Alannah Oleson University of Washington, Lena Armstrong University of Pennsylvania, Audrey Le Meur University of Minnesota, Morris, Amy Ko University of Washington
09:50
25m
Talk
Using a sociological lens to investigate computing teachers’ culturally responsive classroom practices
Research Papers
Yujeong Hwang University of Cambridge, Anjali Das University of Cambridge, Jane Waite Raspberry Pi Foundation, Sue Sentance University of Cambridge