Here's two sources showing more people are climbing up from middle class rather than down [1,2]. There are plenty more you can find with a Google search.

[1] http://www.aei.org/publication/yes-the-us-middle-class-is-sh...

[2] https://www.washingtonpost.com/opinions/is-the-middle-class-...