To switch around or rearrange the pages: 

1. Just click on the page number (the font below each page) to select the entire page
2. A purple frame will appear around the whole page once it is selected
3. Then press the shift key - while dragging the page to where you want it to be.  
4. This will cause both pages to swap places.