Bulk Price Change by Percentage

I want to change all prices in a store by a percentage, say 10% across the board.

I was going to do in directly in the database, but was wondering if using a plugin to export, change prices in spreadsheet, then import would be a better idea?

http://wordpress.org/extend/plugins/woocommerce/