taxable scholarship

A portion of my scholarship (about $6000) is for non-qualified expenses...basically room and board. I understand this should be counted as taxable income. Do I need to file a tax return if I don't have any other income for the year? I have not filed my own tax return yet, but I've been a dependent on my parents return.