A group of researchers seeks to determine the potential health benefits of a new herbal tea blend they have developed. To assess its effects, they conduct a randomized controlled trial involving two groups of participants: one is given the herbal tea, while the other is given a placebo. After four weeks, they measure changes in various health indicators, including blood pressure and cholesterol levels.
Which of the following statements best describes a potential limitation of the experimental design used in this study?