Thank you for the correction! I had always thought Hispanic / Latino / Latina were interchangeable. This whole time I thought the Latin* descriptors just meant something along the lines of "native Spanish speaker of the Western Hemisphere."
As a side note, most of Spain itself is in the Western Hemisphere.