I would not trust any claim based on statistical significance tests esoecially without a physical mechanism mentioned
Cognition and Brain Activation in Response to Various Doses of Caffeine: A Near-Infrared Spectroscopy Study
https://www.frontiersin.org/journals/psychology/articles/10.3389/fpsyg.2020.01393/full