

Addressing the maths gender gap in the early years
Jul 23, 2025
21:18
Today we're joined by Pauline Martinot, a medical doctor who specialises in child health and prevention. Dr Martinot pursued a research career in cognitive neurosciences on the developing child and did her PhD at NeuroSpin CEA Paris Saclay. Today, she works as an AI medical and scientific Director at Doctolib in France.
Dr Martinot is also the lead author of the groundbreaking study that points to the first year of school as the time and place where a maths gender gap emerges in favour of boys. The results of this study were published in the paper titled Rapid emergence of a maths gender gap in first grade, published in Nature last month. The paper reports the results of a 4-year longitudinal assessment of language and mathematical performance of all French first and second graders, representing over 2.6 million children. The researchers found that boys and girls exhibited very similar maths scores upon school entry, but a maths gender gap in favour of boys became highly significant after just 4 months of schooling and reached an effect size of about 0.20 after one year. In this episode, Dr Martinot joins us on the line from France to share how her colleagues went about conducting the study, some more key findings, and the impact of this research on schools and teachers around the world.
Host: Rebecca Vukovic
Guest: Dr Pauline Martinot