Write a brief paper explaining what the author means when she says that the results were statistically significant.

Refer to the following excerpt from a hypothetical research article that compared memory testperformance between two groups of participants: those who consumed a caffeinated beverage before the test and those who consumed a non-caffeinated beverage:
An independent samples t-test was conducted to examine the difference between experimentalconditions on test performance. The results indicated a significant difference between participants whoconsumed the caffeinated beverage and participants who did not, with participants in the caffeinatedgroup (M = 7.64, SD = 2.41) performing worse than participants in the non-caffeinated group (M = 9.81,SD = 3.16), t(97) = 2.14, p