The main intention is to avoid the hassle of copyright violation of others' artwork when using them for the experiment. But if you were to request for permission of use of others' images, would this incur additional costs for the study?
It might also skew your study, because your attitude towards your art work may influence responses. This might happen at an unconscious level on your part. I think you would be better off buying stock art.