Once clicking on confirm payment, if you don't proceed to the order confirmation page and remain on the payment screen, check that you have entered all the information in correctly.  Missing fields will be highlighted in red.

One common mistake is the in the expiry date field.  The format should be MMYY (e.g. 0817) with NO slash (/) or any other punctuation.