Wed 9 Aug 2023 09:50 - 10:15 - Algorithmic Fairness and Ethics

Motivation. Historically, the field of computer science (CS) has maintained a low level of representation for women and ethnic minorities. Recent initiatives have focused on social equity and justice within CS, presenting culturally relevant pedagogy (CRP) as an approach that develops engaging and responsive computing teaching for students regardless of their social background. Much of the scholarship on CRP has been situated in the US, demonstrating a gap in literature for how this pedagogy may be used in the context of the UK.

Objective: This paper strives to fill this gap by providing a review of teachers’ current practices that implement CRP into their CS classrooms in England, analysing data from teacher workshops using a sociological lens to inform how culturally relevant computing education can be developed.

Method. We collected data from workshop transcripts with 19 K–12 educators of CS, which was then thematically analysed to describe characteristics of their pedagogical approaches. We used Freire’s and Bourdieu’s sociological nexus to frame the analytic process.

Results. We identified four overarching themes: adaptation of materials in terms of content and context; confidence building and maintaining rapport; integration of social justice issues into the curriculum; and reviewing practice utilising a reflexive approach to teaching.

Discussion. This study draws on the work of Bourdieu and Friere to develop our understanding of unequal participation in the field of CS. The review of current practices can, to a certain extent, reveal the relationship between culture and computing education, demonstrating which mechanisms of CRP have been adopted by practising teachers.

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