This article is a review of the book Equity for Women in Science: Dismantling Systemic Barriers to Advancement. It highlights some of the key issues women face: getting publication credit, getting funding, and receiving fewer citations. The authors introduce the idea of the accumulation of (dis)advantage — how small advantages and disadvantages compound over time to produce notable effects.