By design, in Google Chrome, Gmail will open email attachments in a quick preview window which is fantastic if you need quick access to view or print the attachment and don't need to do anything else with the file.

Gmail also gives you the option to download an attachment when you hover you mouse over the attached file. Making it simple to download email attachments that you need to do something more with, such as importing into another program.