This is an issue in many areas of scientific research, but it's particularly important to point out in the case of attraction, much of which may be heavily influenced by factors such as race, socioeconomic status, or other aspects of identity. These factors play a large role in our cultural understanding of beauty, and so studies that don't take them into account may not fully capture the truth about attraction.