Just because a study finds that some cause, on average, has some effect, I don’t think it is correct to start believing that that cause and effect will hold for you or any else in particular.
I’m convinced that for you noise is distracting, and that it is probably the case for most people, but I also totally believe that for some people it can work the other way around. I don’t think you can use the aggregate result of a study to argue against somebody else’s personal experience.