The research draws on a whole population survey data collected within the Icelandic police in 2022. Preliminary findings show high rates of gender-based harassment among women, especially those who work as police officers. Moreover, men are more likely to hold negative attitudes towards equality and improved position of women in the police. We conclude that current equality objectives of increasing women’s representation are ambivalent, as the police environment aims to push women back out again. To counter this, attention should be directed towards promoting an inclusive work environment for all members of the police.