Researchers aimed to determine the influence of different caffeine concentrations on reaction time. They conducted an experiment with 30 participants, dividing them into three groups based on caffeine dosage: low (50 mg), moderate (150 mg), and high (300 mg). Participants completed a simple reaction time test after consuming their assigned dosage.
Upon analyzing the results, the researchers found that the average reaction time of participants in each group was as follows:
Based on these results, which conclusion can be drawn regarding the effect of caffeine on reaction time?