Through analysis of Diversity, Equity and Inclusion (DEI) data of protected characteristic groups one Major Projects Association member observed a higher female employee ‘churn’ rate in 2021 compared to previous years. The global pandemic (Covid-19) may have contributed to this, and we were keen to explore the data across the membership to see if any trends emerged.