There is probably some confusion somewhere regarding the objectives of your "friend's" study. PCA and ANOVA address two completely different types of research questions. They also require different types of data.
So to answer your question - I don't think there is any reason to select PCA to analyze the stated research question. Giving the advisor the benefit of the doubt (which they typically have earned), he/she may be trying to suggest a more complex and interesting research project.