n academia gender bias is often figured in terms of research productivity and differentials surrounding the academic work of men and women. Alesia Zuccala and Gemma Derrick posit that this outlook inherently ignores a wider set of variables impacting women, and that attempts to achieve cultural change in academia can only be realised, by acknowledging variables that are ultimately difficult to quantify.