• Corpus ID: 234777841

Pink for Princesses, Blue for Superheroes: The Need to Examine Gender Stereotypes in Kid's Products in Search and Recommendations

@article{Raj2021PinkFP,
  title={Pink for Princesses, Blue for Superheroes: The Need to Examine Gender Stereotypes in Kid's Products in Search and Recommendations},
  author={Amifa Raj and Ashlee Milton and Michael D. Ekstrand},
  journal={ArXiv},
  year={2021},
  volume={abs/2105.09296}
}
In this position paper, we argue for the need to investigate if and how gender stereotypes manifest in search and recommender systems. As a starting point, we particularly focus on how these systems may propagate and reinforce gender stereotypes through their results in learning environments, a context where teachers and children in their formative stage regularly interact with these systems. We provide motivating examples supporting our concerns and outline an agenda to support future research… 
3 Citations

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References

SHOWING 1-10 OF 18 REFERENCES

Perpetuating gender stereotypes in the classroom: a teacher perspective

This paper discusses findings from a study funded by the Equality Commission for Northern Ireland (NI) to explore the promotion of gender equity in the classroom and the extent to which initial

Examining the impact of fiction literature on children’s gender stereotypes

Fiction literature has been shown to influence the beliefs and attitudes of readers of all ages. Therefore, fiction literature might be a useful tool for helping individuals overcome potentially

Gender Stereotypes.

  • N. Ellemers
  • Psychology, Sociology
    Annual review of psychology
  • 2018
Evidence on the nature and content of gender stereotypes is reviewed and how these relate to gender differences in important life outcomes is considered.

The effects of gendered information in stories on preschool children's development of gender stereotypes.

Gender information in stories influences how children perceive unknown words, and children showed higher interest in the unknown activity if the protagonist's gender matched their own sex.

Gender-Typing of Children’s Toys: Causes, Consequences, and Correlates

Gender differences in children’s toy interests and play behaviors are large and may lead to gender differentiation of physical, cognitive, and social development among children. In this Special

Building a Pink Dinosaur: the Effects of Gendered Construction Toys on Girls’ and Boys’ Play

Play with building toys such as LEGO® sets promotes spatial learning in children. The present study examined the effects of the color of the bricks (either pink or blue) and the

Enhancing classroom instruction with online news

How teachers look for information in this context is described, setting the stage for future development and research on how to support this use case, which is a rich area for future research.

Chilean Kindergarten Children’s Beliefs About Mathematics: Family Matters

The results show that by 5 years of age children are already developing beliefs about “who does math” in their culture, and that parental beliefs and practices are significantly linked to children’s stereotypes and self-concepts about mathematics before they enter formal schooling.

Online searching and learning: YUM and other search tools for children and teachers

An initial assessment conducted over children-oriented search tools based on queries generated by K-9 students, analyzing features such as readability and adequacy of retrieved results, and tools used by teachers in their classrooms, analyzing their main purpose and target audience’s age range is presented.

Differential Tweetment: Mitigating Racial Dialect Bias in Harmful Tweet Detection

It is found that when bias mitigation is employed, a high degree of predictive accuracy is maintained relative to baseline, and in many cases bias against AAE in harmful tweet predictions is reduced, however, the specific effects of these interventions on bias and performance vary widely between dataset contexts.