← Back to Explore

Beyond the Nuclear Family: A Century of Representation in Images and Text of Children's Literature

ISEF · 2023 Behavioral and Social Sciences

Overview

How has the representation of family structure in children's literature evolved over time? Books offer a critical opportunity to understand changing attitudes among individuals, families, and communities. One way to understand the messages that have been conveyed through children's books is to systematically measure who is represented in the images and text across best-selling samples. This investigation coded 2460 pages from 75 bestselling picture books spanning a century of American literature (1922-2022) to quantify representation of families using age, gender, and race. The data was analyzed by both human coders and Natural Language and Vision AI technology to test congruence. As established by Tukey-Kramer Tests, no statistically significant differences (p>0.05) were found in multi-dimensional family structure metrics over time. A Chi-Squared Test of Independence also indicated that comparisons between year and “token” words describing age and gender revealed no statistically significant relationship: white nuclear families continued to be most commonly represented in bestselling children’s literature during the past century. When compared to US Census Bureau data, under- and over-representation of different groups was quantified. This suggests that despite notable changes in family structure over the past century, these demographic and cultural shifts have not been reflected in popular children’s books. The investigation highlights why parents, educators, and other stakeholders may need to look beyond bestsellers to find children’s books that reflect the diversity of American society.

Competition history

  • ISEF 2023 Behavioral and Social Sciences · Entry BEHA007 · Dallas, Texas, United States

Resources

Related projects

Closest projects by meaning, across every fair and year in the corpus.

Source: Regeneron International Science and Engineering Fair

Save projects to your library

Sign in with Google to keep track of projects you find interesting, organized into folders. Browsing stays public.

Continue with Google