Which test do you use to solve this problem One-sample or independent samples t-test?

Question

Over the summer I asked my statistics students to report their gender and their level of statistics anxiety. Using a one-tailed test, determine whether females have more statistics anxiety compared to males. Higher numbers indicate higher levels of anxiety.