An important component of the Carnegie study is the reference to self-reporting. As an economist, I can also understand that in the case of such studies, one has to come up and self-report?the caste discrimination they face. And it is very difficult. There are always fears of repercussions and retaliations. The Carnegie study points out that there is underreporting and the actual statistics seem to be higher than what is documented. These studies, while were the major factors behind the push,?in the last couple of years, we also found several tech workers speaking about it, sometimes anonymously. All of the big corporates like Google, Amazon, Facebook, and CISCO have been in someway or other implicated. The recent case of an oppressed caste employee of CISCO in California is a case to the point. All of these worked as the?impetus behind the move. Not only that, in Seattle city council we received testimonies of hundreds of workers who told us about the caste discrimination they faced in different fields. ?