A multi-year study, published as a preprint article led by the office of Australia's Women in STEM Ambassador investigated the impact of anonymization (removing identifying names and other information) on applications for access to research facilities in Australia. The results provide crucial insights that have the potential to reshape the landscape of equity and diversity in the research sector.