Just recently, Google Books have made available a search facility based on 5.2 million digitized books, in a facility they call 'Books Ngram Viewer' (here). (For a detailed discussion of it, see David Crystal's DCblog.) And this allows us to compare the occurrence of research with that of researches since the year 1800.
In the following plot, the blue line shows the relative frequency of 'my research' while the red line shows that for 'my researches' from 1800 till 2000.
I love the development of on-line utilities like this that allow one to investigate things oneself at the touch of a button.