If you are exporting an illustrator file for print it definitely matters what the dpi is. Yes, it being vector based you can scale without loss of sharpness if you are working in a vector program but once you export for printing it changes. I've had the same issue trying to create a business card design using the exact measurements that it will be printed at and there was pixilation when uploaded to print because I can't adjust resolution.