Rutgers, The State University of New Jersey

01/15/2026 | Press release | Distributed by Public on 01/15/2026 06:24

How Gender Bias Influences Math Education

Numerical estimation, a foundational math skill for children, can be negatively influenced with wrong answers from male teachers, Rutgers researchers find

Young children are more inclined to believe incorrect math information from men than accurate information from women, according to a Rutgers University-New Brunswick studypublished in the journal Developmental Science.

The findings suggest that early gender stereotypes can influence learning itself, not just attitudes toward intelligence as previously thought.

It's already been determined that male math bias exists, but this is the first time that we're seeing gender bias directly influencing how children learn math," said Kathleen Cracknell, a doctoral student in cognitive psychology at the Rutgers School of Arts and Sciences and a lead author of the study.

For the youngest learners, "brilliance bias" is a well-documented, if lamentable, feature of early childhood. Girls as young as 6 associate boys with greater intellect, studies show.

But gender bias doesn't only shape what children believe about their own abilities. The new Rutgers study suggests it also may influence how children learn - specifically, how they process numerical information differently depending on who provides it.

Inspired by previous research showing children tend to associate math ability with men, Cracknell and fellow Rutgers researchers designed experiments to test whether a teacher's gender affects how children estimate and understand numbers.

Numerical estimation is a foundational math skill that predicts long-term academic achievement. While children are born with an intuitive sense of quantity, they generally don't learn to connect visual representations - such as a handful of grapes - with symbolic numbers until around age 5.

To explore whether gender stereotypes affect this process, the researchers recruited 198 children aged 5 to 7 in the United States - 93 girls and 105 boys - to participate in an online estimation task. Study recruitment was conducted through Children Helping Science, a research platform that allows families to participate in child development studies from home.

Part of the research used an online, computer-based game to assess estimation skills.
Jeff Arban/Rutgers University

With help from a caregiver, the participants played a series of online guessing games during which they were asked to estimate the number of dots appearing onscreen. First, the children played the game alone. Then, they were asked to repeat the game with "friends," a male and female avatar that provided guesses before the child. In some cases, the man overestimated the number of dots and the woman was accurate, and in others it was reversed.

The researchers also included a non-numerical memory game as a control, to ensure that any effects were specific to math, not general trust or attention.

The results were striking. Answers were consistently pulled toward the male's estimates more than the female's - even when the male was clearly wrong (such as estimating "24" when there were 12 dots onscreen), and the female was correct.

Equally surprising, when kids were repeatedly exposed to incorrect answers from the male, their later estimates stayed biased even after the avatars were gone, said Julia Hauss, a graduate student in the Department of Psychology and a coauthor of the study.

According to the researchers, the findings show that children aren't just absorbing stereotypes: They are using them to calibrate their understanding of the world.

"We found that children are not only biased to think that men are more competent but also trust or value math information provided by men more so than information provided by women," said Jenny Wang, an assistant professor of psychology and cognitive science and director of Cognitive Kids, a collaboration of child development research labs at Rutgers. Wang conceptualized and supervised the study.

At the Cognition and Learning Center, researchers study how children acquire and interpret information.
Jeff Arban/Rutgers University

There is a silver lining for educators. Typically, students learn math from a single teacher and don't have the opportunity to make gendered comparisons in the classroom. Children also are quick to identify intentional misdirection. When misinformation becomes deceitful, trust erodes and the gender bias is reversed, Hauss said.

Still, the findings are an opportunity to improve educational outcomes and remind educators that children receive and process information through a gendered lens.

"These findings have important implications for combating gender stereotypes and learning challenges in the real world, given that caregivers and teachers are often women," Wang said.

Rutgers, The State University of New Jersey published this content on January 15, 2026, and is solely responsible for the information contained herein. Distributed via Public Technologies (PUBT), unedited and unaltered, on January 15, 2026 at 12:24 UTC. If you believe the information included in the content is inaccurate or outdated and requires editing or removal, please contact us at [email protected]