How do I prevent empty rows being saved to a record when a page is saved?

I thought there was a check box somewhere in Application Designer that would prevent records being saved where there was no data in non-key fields.
Am I correct or will I need to use Peoplecode to check if those fields are empty and if they are then delete that row?

Thanks in anticipation
John