B. 14. In a regression Study of factors affecting leaming time for A certain task ( measured in minutes ) , [Ender of leamer was included as a predictor variable ! &; I' that was called `; = I if male and O if female . It was Found that ` = 12 { and }16, 1 = ]. Q. An Observer questioned whether the coding scheme for gender is fair because it results in a positive coefficient , leading to longer learning times for males than females . Comment