[emrhzc]

the only way to achieve reliability would come from comparing the actual salaries of a set of big enough companies with what their employees have actually volunteered to share and more importantly which ones. Only then you would be able to actually measure how all the human factors are affecting the outcome and then perhaps generalize it to real world. so the issue needs a scientific research, not another zuckerberg.