It is no secret that the fields of Science, Technology, Engineering and Mathematics (STEM) are predominantly male with historically low women’s participation. The continued existence of gender disparity in STEM fields over the years has formed one of the major themes in social and academic investigation. Brian Mutebi and Owen Wagabaza explore some of the reasons behind the smaller numbers of women in STEM.