in this case the differences in funding between male and femalefounded companies may simply reflect the gender gap in characteristics positively associated with startup success such as stem education thus the gender gap in the financing stage may actually arise from the education system the labour market or some deeper social institutions also called in the literature statistical discrimination rather than investor tastebased discrimination the objective is to identify if where and how policy action to level the playing field may be desirable and effective