>>women, who make up over 40 percent of the Tech Guild, earn 12 percent less on average than men
claims like these always irk me, like did you just compare averages by race/gender? Whoever made this claim, did they control for other factors, like job title/level or productivity?
its like the famous "gender pay gap" claimed by all the people who majored in Gender Studies instead of Statistics. Turns out "gender pay gap" magically disappears as soon as you start controlling for relevant variables like hours worked, job seniority, experience, etc (https://www.aei.org/carpe-diem/there-really-is-no-gender-wag...)
That is, there is almost no evidence that men and women working in the same position with the same background, education and qualifications are paid differently. Whether it’s the Target Corporation, Facebook, the University of Virginia, the United Way, the White House or McDonald’s, there is almost no evidence that any of those organizations have two pay scales: one for men (at a higher wage) and one for women (at a lower wage). Of course, that would be illegal, and if that practice existed, organizations would be exposed to legal action and “half the legal profession would be taking such cases on contingency fees”
I am all for fairness in pay and equality, but lets not insult the intelligence of your readers by making some absurd claims without doing proper econometric study and controlling for confound variables